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ORCIDBibTeX records: Geoffrey I. Webb
@article{DBLP:journals/datamine/FoumaniTWS24,
author = {Navid Mohammadi Foumani and
Chang Wei Tan and
Geoffrey I. Webb and
Mahsa Salehi},
title = {Improving position encoding of transformers for multivariate time
series classification},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {1},
pages = {22--48},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00948-2},
doi = {10.1007/S10618-023-00948-2},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/FoumaniTWS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ausai/2023-1,
editor = {Tongliang Liu and
Geoffrey I. Webb and
Lin Yue and
Dadong Wang},
title = {{AI} 2023: Advances in Artificial Intelligence - 36th Australasian
Joint Conference on Artificial Intelligence, {AI} 2023, Brisbane,
QLD, Australia, November 28 - December 1, 2023, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {14471},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-99-8388-9},
doi = {10.1007/978-981-99-8388-9},
isbn = {978-981-99-8387-2},
timestamp = {Sat, 09 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ausai/2023-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ausai/2023-2,
editor = {Tongliang Liu and
Geoffrey I. Webb and
Lin Yue and
Dadong Wang},
title = {{AI} 2023: Advances in Artificial Intelligence - 36th Australasian
Joint Conference on Artificial Intelligence, {AI} 2023, Brisbane,
QLD, Australia, November 28 - December 1, 2023, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {14472},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-99-8391-9},
doi = {10.1007/978-981-99-8391-9},
isbn = {978-981-99-8390-2},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ausai/2023-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-15610,
author = {Angus Dempster and
Geoffrey I. Webb and
Daniel F. Schmidt},
title = {Prevalidated ridge regression is a highly-efficient drop-in replacement
for logistic regression for high-dimensional data},
journal = {CoRR},
volume = {abs/2401.15610},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.15610},
doi = {10.48550/ARXIV.2401.15610},
eprinttype = {arXiv},
eprint = {2401.15610},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-15610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/ZhuLGWCWSJ23,
author = {Yan Zhu and
Fuyi Li and
Xudong Guo and
Xiaoyu Wang and
Lachlan J. M. Coin and
Geoffrey I. Webb and
Jiangning Song and
Cangzhi Jia},
title = {{TIMER} is a Siamese neural network-based framework for identifying
both general and species-specific bacterial promoters},
journal = {Briefings Bioinform.},
volume = {24},
number = {4},
year = {2023},
url = {https://doi.org/10.1093/bib/bbad209},
doi = {10.1093/BIB/BBAD209},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/ZhuLGWCWSJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/PanLBWGPAWIS23,
author = {Tong Pan and
Chen Li and
Yue Bi and
Zhikang Wang and
Robin B. Gasser and
Anthony W. Purcell and
Tatsuya Akutsu and
Geoffrey I. Webb and
Seiya Imoto and
Jiangning Song},
title = {PFresGO: an attention mechanism-based deep-learning approach for protein
annotation by integrating gene ontology inter-relationships},
journal = {Bioinform.},
volume = {39},
number = {3},
year = {2023},
url = {https://doi.org/10.1093/bioinformatics/btad094},
doi = {10.1093/BIOINFORMATICS/BTAD094},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/PanLBWGPAWIS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/DempsterSW23,
author = {Angus Dempster and
Daniel F. Schmidt and
Geoffrey I. Webb},
title = {Hydra: competing convolutional kernels for fast and accurate time
series classification},
journal = {Data Min. Knowl. Discov.},
volume = {37},
number = {5},
pages = {1779--1805},
year = {2023},
url = {https://doi.org/10.1007/s10618-023-00939-3},
doi = {10.1007/S10618-023-00939-3},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/DempsterSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/HerrmannTW23,
author = {Matthieu Herrmann and
Chang Wei Tan and
Geoffrey I. Webb},
title = {Parameterizing the cost function of dynamic time warping with application
to time series classification},
journal = {Data Min. Knowl. Discov.},
volume = {37},
number = {5},
pages = {2024--2045},
year = {2023},
url = {https://doi.org/10.1007/s10618-023-00926-8},
doi = {10.1007/S10618-023-00926-8},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/HerrmannTW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/RamakrishnaiahMWPT23,
author = {Yashpal Ramakrishnaiah and
Nenad Macesic and
Geoffrey I. Webb and
Anton Y. Peleg and
Sonika Tyagi},
title = {{EHR-QC:} {A} streamlined pipeline for automated electronic health
records standardisation and preprocessing to predict clinical outcomes},
journal = {J. Biomed. Informatics},
volume = {147},
pages = {104509},
year = {2023},
url = {https://doi.org/10.1016/j.jbi.2023.104509},
doi = {10.1016/J.JBI.2023.104509},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/RamakrishnaiahMWPT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/TanHW23,
author = {Chang Wei Tan and
Matthieu Herrmann and
Geoffrey I. Webb},
title = {Ultra-fast meta-parameter optimization for time series similarity
measures with application to nearest neighbour classification},
journal = {Knowl. Inf. Syst.},
volume = {65},
number = {5},
pages = {2123--2157},
year = {2023},
url = {https://doi.org/10.1007/s10115-022-01827-w},
doi = {10.1007/S10115-022-01827-W},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/TanHW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ShifazPPW23,
author = {Ahmed Shifaz and
Charlotte Pelletier and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
title = {Elastic similarity and distance measures for multivariate time series},
journal = {Knowl. Inf. Syst.},
volume = {65},
number = {6},
pages = {2665--2698},
year = {2023},
url = {https://doi.org/10.1007/s10115-023-01835-4},
doi = {10.1007/S10115-023-01835-4},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ShifazPPW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LucasPSWP23,
author = {Benjamin Lucas and
Charlotte Pelletier and
Daniel F. Schmidt and
Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean},
title = {A Bayesian-inspired, deep learning-based, semi-supervised domain adaptation
technique for land cover mapping},
journal = {Mach. Learn.},
volume = {112},
number = {6},
pages = {1941--1973},
year = {2023},
url = {https://doi.org/10.1007/s10994-020-05942-z},
doi = {10.1007/S10994-020-05942-Z},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LucasPSWP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GodahewaWSB23,
author = {Rakshitha Godahewa and
Geoffrey I. Webb and
Daniel F. Schmidt and
Christoph Bergmeir},
title = {SETAR-Tree: a novel and accurate tree algorithm for global time series
forecasting},
journal = {Mach. Learn.},
volume = {112},
number = {7},
pages = {2555--2591},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06316-x},
doi = {10.1007/S10994-023-06316-X},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GodahewaWSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/HerrmannW23,
author = {Matthieu Herrmann and
Geoffrey I. Webb},
title = {Amercing: An intuitive and effective constraint for dynamic time warping},
journal = {Pattern Recognit.},
volume = {137},
pages = {109333},
year = {2023},
url = {https://doi.org/10.1016/j.patcog.2023.109333},
doi = {10.1016/J.PATCOG.2023.109333},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/HerrmannW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhangJW23,
author = {Huan Zhang and
Liangxiao Jiang and
Geoffrey I. Webb},
title = {Rigorous non-disjoint discretization for naive Bayes},
journal = {Pattern Recognit.},
volume = {140},
pages = {109554},
year = {2023},
url = {https://doi.org/10.1016/j.patcog.2023.109554},
doi = {10.1016/J.PATCOG.2023.109554},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/ZhangJW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LeePPW23,
author = {Loong Kuan Lee and
Nico Piatkowski and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Computing Divergences between Discrete Decomposable Models},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {12243--12251},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i10.26443},
doi = {10.1609/AAAI.V37I10.26443},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LeePPW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/IsmailFawazFPDWBWF23,
author = {Ali Ismail{-}Fawaz and
Hassan Ismail Fawaz and
Fran{\c{c}}ois Petitjean and
Maxime Devanne and
Jonathan Weber and
Stefano Berretti and
Geoffrey I. Webb and
Germain Forestier},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {ShapeDBA: Generating Effective Time Series Prototypes Using ShapeDTW
Barycenter Averaging},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {127--142},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_9},
doi = {10.1007/978-3-031-49896-1\_9},
timestamp = {Sun, 07 Jan 2024 13:57:56 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/IsmailFawazFPDWBWF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LeeWSP23,
author = {Loong Kuan Lee and
Geoffrey I. Webb and
Daniel F. Schmidt and
Nico Piatkowski},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Computing Marginal and Conditional Divergences between Decomposable
Models with Applications},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {239--248},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00033},
doi = {10.1109/ICDM58522.2023.00033},
timestamp = {Tue, 13 Feb 2024 11:46:18 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LeeWSP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HuynhSVCWA23,
author = {Viet Huynh and
Buser Say and
Peter Vogel and
Lucy Cao and
Geoffrey I. Webb and
Aldeida Aleti},
title = {Rapid Identification of Protein Formulations with Bayesian Optimisation},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {776--781},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00113},
doi = {10.1109/ICMLA58977.2023.00113},
timestamp = {Tue, 02 Apr 2024 21:06:13 +0200},
biburl = {https://dblp.org/rec/conf/icmla/HuynhSVCWA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-10350,
author = {Matthieu Herrmann and
Chang Wei Tan and
Geoffrey I. Webb},
title = {Parameterizing the cost function of Dynamic Time Warping with application
to time series classification},
journal = {CoRR},
volume = {abs/2301.10350},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.10350},
doi = {10.48550/ARXIV.2301.10350},
eprinttype = {arXiv},
eprint = {2301.10350},
timestamp = {Thu, 26 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-10350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-02515,
author = {Seyed Navid Mohammadi Foumani and
Lynn Miller and
Chang Wei Tan and
Geoffrey I. Webb and
Germain Forestier and
Mahsa Salehi},
title = {Deep Learning for Time Series Classification and Extrinsic Regression:
{A} Current Survey},
journal = {CoRR},
volume = {abs/2302.02515},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.02515},
doi = {10.48550/ARXIV.2302.02515},
eprinttype = {arXiv},
eprint = {2302.02515},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-02515.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-05800,
author = {Matthieu Herrmann and
Chang Wei Tan and
Mahsa Salehi and
Geoffrey I. Webb},
title = {Proximity Forest 2.0: {A} new effective and scalable similarity-based
classifier for time series},
journal = {CoRR},
volume = {abs/2304.05800},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.05800},
doi = {10.48550/ARXIV.2304.05800},
eprinttype = {arXiv},
eprint = {2304.05800},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-05800.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-11921,
author = {Ali Ismail{-}Fawaz and
Angus Dempster and
Chang Wei Tan and
Matthieu Herrmann and
Lynn Miller and
Daniel F. Schmidt and
Stefano Berretti and
Jonathan Weber and
Maxime Devanne and
Germain Forestier and
Geoffrey I. Webb},
title = {An Approach to Multiple Comparison Benchmark Evaluations that is Stable
Under Manipulation of the Comparate Set},
journal = {CoRR},
volume = {abs/2305.11921},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.11921},
doi = {10.48550/ARXIV.2305.11921},
eprinttype = {arXiv},
eprint = {2305.11921},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-11921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16642,
author = {Seyed Navid Mohammadi Foumani and
Chang Wei Tan and
Geoffrey I. Webb and
Mahsa Salehi},
title = {Improving Position Encoding of Transformers for Multivariate Time
Series Classification},
journal = {CoRR},
volume = {abs/2305.16642},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16642},
doi = {10.48550/ARXIV.2305.16642},
eprinttype = {arXiv},
eprint = {2305.16642},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-03759,
author = {Ming Jin and
Huan Yee Koh and
Qingsong Wen and
Daniele Zambon and
Cesare Alippi and
Geoffrey I. Webb and
Irwin King and
Shirui Pan},
title = {A Survey on Graph Neural Networks for Time Series: Forecasting, Classification,
Imputation, and Anomaly Detection},
journal = {CoRR},
volume = {abs/2307.03759},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.03759},
doi = {10.48550/ARXIV.2307.03759},
eprinttype = {arXiv},
eprint = {2307.03759},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-03759.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-00928,
author = {Angus Dempster and
Daniel F. Schmidt and
Geoffrey I. Webb},
title = {{QUANT:} {A} Minimalist Interval Method for Time Series Classification},
journal = {CoRR},
volume = {abs/2308.00928},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.00928},
doi = {10.48550/ARXIV.2308.00928},
eprinttype = {arXiv},
eprint = {2308.00928},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-00928.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-09296,
author = {Zahra Zamanzadeh Darban and
Geoffrey I. Webb and
Shirui Pan and
Mahsa Salehi},
title = {{CARLA:} {A} Self-supervised Contrastive Representation Learning Approach
for Time Series Anomaly Detection},
journal = {CoRR},
volume = {abs/2308.09296},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.09296},
doi = {10.48550/ARXIV.2308.09296},
eprinttype = {arXiv},
eprint = {2308.09296},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-09296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-16353,
author = {Ali Ismail{-}Fawaz and
Hassan Ismail Fawaz and
Fran{\c{c}}ois Petitjean and
Maxime Devanne and
Jonathan Weber and
Stefano Berretti and
Geoffrey I. Webb and
Germain Forestier},
title = {ShapeDBA: Generating Effective Time Series Prototypes using ShapeDTW
Barycenter Averaging},
journal = {CoRR},
volume = {abs/2309.16353},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.16353},
doi = {10.48550/ARXIV.2309.16353},
eprinttype = {arXiv},
eprint = {2309.16353},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-16353.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05696,
author = {Amr Abourayya and
Jens Kleesiek and
Kanishka Rao and
Erman Ayday and
Bharat Rao and
Geoffrey I. Webb and
Michael Kamp},
title = {Protecting Sensitive Data through Federated Co-Training},
journal = {CoRR},
volume = {abs/2310.05696},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05696},
doi = {10.48550/ARXIV.2310.05696},
eprinttype = {arXiv},
eprint = {2310.05696},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-07984,
author = {Yizhen Zheng and
Huan Yee Koh and
Jiaxin Ju and
Anh T. N. Nguyen and
Lauren T. May and
Geoffrey I. Webb and
Shirui Pan},
title = {Large Language Models for Scientific Synthesis, Inference and Explanation},
journal = {CoRR},
volume = {abs/2310.07984},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.07984},
doi = {10.48550/ARXIV.2310.07984},
eprinttype = {arXiv},
eprint = {2310.07984},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-07984.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09129,
author = {Loong Kuan Lee and
Geoffrey I. Webb and
Daniel F. Schmidt and
Nico Piatkowski},
title = {Computing Marginal and Conditional Divergences between Decomposable
Models with Applications},
journal = {CoRR},
volume = {abs/2310.09129},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.09129},
doi = {10.48550/ARXIV.2310.09129},
eprinttype = {arXiv},
eprint = {2310.09129},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-09129.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-03998,
author = {Navid Mohammadi Foumani and
Chang Wei Tan and
Geoffrey I. Webb and
Hamid Rezatofighi and
Mahsa Salehi},
title = {Series2Vec: Similarity-based Self-supervised Representation Learning
for Time Series Classification},
journal = {CoRR},
volume = {abs/2312.03998},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.03998},
doi = {10.48550/ARXIV.2312.03998},
eprinttype = {arXiv},
eprint = {2312.03998},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-03998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/LiDLHGXWPJZWCLS22,
author = {Fuyi Li and
Shuangyu Dong and
Andr{\'{e}} Leier and
Meiya Han and
Xudong Guo and
Jing Xu and
Xiaoyu Wang and
Shirui Pan and
Cangzhi Jia and
Yang Zhang and
Geoffrey I. Webb and
Lachlan J. M. Coin and
Chen Li and
Jiangning Song},
title = {Positive-unlabeled learning in bioinformatics and computational biology:
a brief review},
journal = {Briefings Bioinform.},
volume = {23},
number = {1},
year = {2022},
url = {https://doi.org/10.1093/bib/bbab461},
doi = {10.1093/BIB/BBAB461},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/LiDLHGXWPJZWCLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/WangLXRWGLS22,
author = {Xiaoyu Wang and
Fuyi Li and
Jing Xu and
Jia Rong and
Geoffrey I. Webb and
Zongyuan Ge and
Jian Li and
Jiangning Song},
title = {{ASPIRER:} a new computational approach for identifying non-classical
secreted proteins based on deep learning},
journal = {Briefings Bioinform.},
volume = {23},
number = {2},
year = {2022},
url = {https://doi.org/10.1093/bib/bbac031},
doi = {10.1093/BIB/BBAC031},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bib/WangLXRWGLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/ZhangJLLZAWZCS22,
author = {Meng Zhang and
Cangzhi Jia and
Fuyi Li and
Chen Li and
Yan Zhu and
Tatsuya Akutsu and
Geoffrey I. Webb and
Quan Zou and
Lachlan J. M. Coin and
Jiangning Song},
title = {Critical assessment of computational tools for prokaryotic and eukaryotic
promoter prediction},
journal = {Briefings Bioinform.},
volume = {23},
number = {2},
year = {2022},
url = {https://doi.org/10.1093/bib/bbab551},
doi = {10.1093/BIB/BBAB551},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bib/ZhangJLLZAWZCS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/BiLGWPGWYJS22,
author = {Yue Bi and
Fuyi Li and
Xudong Guo and
Zhikang Wang and
Tong Pan and
Yuming Guo and
Geoffrey I. Webb and
Jianhua Yao and
Cangzhi Jia and
Jiangning Song},
title = {Clarion is a multi-label problem transformation method for identifying
mRNA subcellular localizations},
journal = {Briefings Bioinform.},
volume = {23},
number = {6},
year = {2022},
url = {https://doi.org/10.1093/bib/bbac467},
doi = {10.1093/BIB/BBAC467},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/BiLGWPGWYJS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/WangHKBXGWBSDS22,
author = {Yanan Wang and
Changyuan Hu and
Terry Kwok and
Christopher A. Bain and
Xiangyang Xue and
Robin B. Gasser and
Geoffrey I. Webb and
Alex Boussioutas and
Xian Shen and
Roger J. Daly and
Jiangning Song},
title = {DEMoS: a deep learning-based ensemble approach for predicting the
molecular subtypes of gastric adenocarcinomas from histopathological
images},
journal = {Bioinform.},
volume = {38},
number = {17},
pages = {4206--4213},
year = {2022},
url = {https://doi.org/10.1093/bioinformatics/btac456},
doi = {10.1093/BIOINFORMATICS/BTAC456},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/WangHKBXGWBSDS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ManapragadaGSBW22,
author = {Chaitanya Manapragada and
Heitor Murilo Gomes and
Mahsa Salehi and
Albert Bifet and
Geoffrey I. Webb},
title = {An eager splitting strategy for online decision trees in ensembles},
journal = {Data Min. Knowl. Discov.},
volume = {36},
number = {2},
pages = {566--619},
year = {2022},
url = {https://doi.org/10.1007/s10618-021-00816-x},
doi = {10.1007/S10618-021-00816-X},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/ManapragadaGSBW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/TanDBW22,
author = {Chang Wei Tan and
Angus Dempster and
Christoph Bergmeir and
Geoffrey I. Webb},
title = {MultiRocket: multiple pooling operators and transformations for fast
and effective time series classification},
journal = {Data Min. Knowl. Discov.},
volume = {36},
number = {5},
pages = {1623--1646},
year = {2022},
url = {https://doi.org/10.1007/s10618-022-00844-1},
doi = {10.1007/S10618-022-00844-1},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/TanDBW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/envsoft/MillerZYRW22,
author = {Lynn Miller and
Liujun Zhu and
Marta Yebra and
Christoph R{\"{u}}diger and
Geoffrey I. Webb},
title = {Multi-modal temporal CNNs for live fuel moisture content estimation},
journal = {Environ. Model. Softw.},
volume = {156},
pages = {105467},
year = {2022},
url = {https://doi.org/10.1016/j.envsoft.2022.105467},
doi = {10.1016/J.ENVSOFT.2022.105467},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/envsoft/MillerZYRW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/IqbalGLAZGYWS22,
author = {Shahid Iqbal and
Fang Ge and
Fuyi Li and
Tatsuya Akutsu and
Yuanting Zheng and
Robin B. Gasser and
Dong{-}Jun Yu and
Geoffrey I. Webb and
Jiangning Song},
title = {{PROST:} AlphaFold2-aware Sequence-Based Predictor to Estimate Protein
Stability Changes upon Missense Mutations},
journal = {J. Chem. Inf. Model.},
volume = {62},
number = {17},
pages = {4270--4282},
year = {2022},
url = {https://doi.org/10.1021/acs.jcim.2c00799},
doi = {10.1021/ACS.JCIM.2C00799},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/IqbalGLAZGYWS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/NguyenLNWP22,
author = {Khanh Nguyen and
Trung Le and
Tu Dinh Nguyen and
Geoffrey I. Webb and
Dinh Phung},
title = {Robust Variational Learning for Multiclass Kernel Models With Stein
Refinement},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {9},
pages = {4425--4438},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3041509},
doi = {10.1109/TKDE.2020.3041509},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/NguyenLNWP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ManapragadaSW22,
author = {Chaitanya Manapragada and
Mahsa Salehi and
Geoffrey I. Webb},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Extremely Fast Hoeffding Adaptive Tree},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {319--328},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00042},
doi = {10.1109/ICDM54844.2022.00042},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ManapragadaSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/PiallaFDWIMBSWF22,
author = {Gautier Pialla and
Hassan Ismail Fawaz and
Maxime Devanne and
Jonathan Weber and
Lhassane Idoumghar and
Pierre{-}Alain Muller and
Christoph Bergmeir and
Daniel F. Schmidt and
Geoffrey I. Webb and
Germain Forestier},
editor = {Jo{\~{a}}o Gama and
Tianrui Li and
Yang Yu and
Enhong Chen and
Yu Zheng and
Fei Teng},
title = {Smooth Perturbations for Time Series Adversarial Attacks},
booktitle = {Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia
Conference, {PAKDD} 2022, Chengdu, China, May 16-19, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13280},
pages = {485--496},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-05933-9\_38},
doi = {10.1007/978-3-031-05933-9\_38},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/PiallaFDWIMBSWF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-13652,
author = {Angus Dempster and
Daniel F. Schmidt and
Geoffrey I. Webb},
title = {{HYDRA:} Competing convolutional kernels for fast and accurate time
series classification},
journal = {CoRR},
volume = {abs/2203.13652},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.13652},
doi = {10.48550/ARXIV.2203.13652},
eprinttype = {arXiv},
eprint = {2203.13652},
timestamp = {Tue, 29 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-13652.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-05244,
author = {Zahra Zamanzadeh Darban and
Geoffrey I. Webb and
Shirui Pan and
Charu C. Aggarwal and
Mahsa Salehi},
title = {Deep Learning for Time Series Anomaly Detection: {A} Survey},
journal = {CoRR},
volume = {abs/2211.05244},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.05244},
doi = {10.48550/ARXIV.2211.05244},
eprinttype = {arXiv},
eprint = {2211.05244},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-05244.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-08661,
author = {Rakshitha Godahewa and
Geoffrey I. Webb and
Daniel F. Schmidt and
Christoph Bergmeir},
title = {SETAR-Tree: {A} Novel and Accurate Tree Algorithm for Global Time
Series Forecasting},
journal = {CoRR},
volume = {abs/2211.08661},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.08661},
doi = {10.48550/ARXIV.2211.08661},
eprinttype = {arXiv},
eprint = {2211.08661},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-08661.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/MeiLXAFWIRACPS21,
author = {Shutao Mei and
Fuyi Li and
Dongxu Xiang and
Rochelle Ayala and
Pouya Faridi and
Geoffrey I. Webb and
Patricia T. Illing and
Jamie Rossjohn and
Tatsuya Akutsu and
Nathan P. Croft and
Anthony W. Purcell and
Jiangning Song},
title = {Anthem: a user customised tool for fast and accurate prediction of
binding between peptides and {HLA} class {I} molecules},
journal = {Briefings Bioinform.},
volume = {22},
number = {5},
year = {2021},
url = {https://doi.org/10.1093/bib/bbaa415},
doi = {10.1093/BIB/BBAA415},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/MeiLXAFWIRACPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/IqbalLAAWS21,
author = {Shahid Iqbal and
Fuyi Li and
Tatsuya Akutsu and
David B. Ascher and
Geoffrey I. Webb and
Jiangning Song},
title = {Assessing the performance of computational predictors for estimating
protein stability changes upon missense mutations},
journal = {Briefings Bioinform.},
volume = {22},
number = {6},
year = {2021},
url = {https://doi.org/10.1093/bib/bbab184},
doi = {10.1093/BIB/BBAB184},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/IqbalLAAWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/WangYWGS21,
author = {Yanan Wang and
Litao Yang and
Geoffrey I. Webb and
Zongyuan Ge and
Jiangning Song},
title = {{OCTID:} a one-class learning-based Python package for tumor image
detection},
journal = {Bioinform.},
volume = {37},
number = {21},
pages = {3986--3988},
year = {2021},
url = {https://doi.org/10.1093/bioinformatics/btab416},
doi = {10.1093/BIOINFORMATICS/BTAB416},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/WangYWGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/WangCZLHZITWDS21,
author = {Yanan Wang and
Nicolas Coudray and
Yun Zhao and
Fuyi Li and
Changyuan Hu and
Yao{-}Zhong Zhang and
Seiya Imoto and
Aristotelis Tsirigos and
Geoffrey I. Webb and
Roger J. Daly and
Jiangning Song},
title = {{HEAL:} an automated deep learning framework for cancer histopathology
image analysis},
journal = {Bioinform.},
volume = {37},
number = {22},
pages = {4291--4295},
year = {2021},
url = {https://doi.org/10.1093/bioinformatics/btab380},
doi = {10.1093/BIOINFORMATICS/BTAB380},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/WangCZLHZITWDS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/TanBPW21,
author = {Chang Wei Tan and
Christoph Bergmeir and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
title = {Time series extrinsic regression},
journal = {Data Min. Knowl. Discov.},
volume = {35},
number = {3},
pages = {1032--1060},
year = {2021},
url = {https://doi.org/10.1007/s10618-021-00745-9},
doi = {10.1007/S10618-021-00745-9},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/TanBPW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/HerrmannW21,
author = {Matthieu Herrmann and
Geoffrey I. Webb},
title = {Early abandoning and pruning for elastic distances including dynamic
time warping},
journal = {Data Min. Knowl. Discov.},
volume = {35},
number = {6},
pages = {2577--2601},
year = {2021},
url = {https://doi.org/10.1007/s10618-021-00782-4},
doi = {10.1007/S10618-021-00782-4},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/HerrmannW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/GodahewaBWSB21,
author = {Rakshitha Godahewa and
Kasun Bandara and
Geoffrey I. Webb and
Slawek Smyl and
Christoph Bergmeir},
title = {Ensembles of localised models for time series forecasting},
journal = {Knowl. Based Syst.},
volume = {233},
pages = {107518},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.107518},
doi = {10.1016/J.KNOSYS.2021.107518},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/GodahewaBWSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WebbP21,
author = {Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean},
title = {Tight lower bounds for dynamic time warping},
journal = {Pattern Recognit.},
volume = {115},
pages = {107895},
year = {2021},
url = {https://doi.org/10.1016/j.patcog.2021.107895},
doi = {10.1016/J.PATCOG.2021.107895},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/WebbP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/LiWLZLZBSWLSX21,
author = {Menglu Li and
Yanan Wang and
Fuyi Li and
Yun Zhao and
Mengya Liu and
Sijia Zhang and
Yannan Bin and
Alexander Ian Smith and
Geoffrey I. Webb and
Jian Li and
Jiangning Song and
Junfeng Xia},
title = {A Deep Learning-Based Method for Identification of Bacteriophage-Host
Interaction},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {18},
number = {5},
pages = {1801--1810},
year = {2021},
url = {https://doi.org/10.1109/TCBB.2020.3017386},
doi = {10.1109/TCBB.2020.3017386},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/LiWLZLZBSWLSX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TanHW21,
author = {Chang Wei Tan and
Matthieu Herrmann and
Geoffrey I. Webb},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Ultra fast warping window optimization for Dynamic Time Warping},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {589--598},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00070},
doi = {10.1109/ICDM51629.2021.00070},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TanHW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DempsterSW21,
author = {Angus Dempster and
Daniel F. Schmidt and
Geoffrey I. Webb},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {MiniRocket: {A} Very Fast (Almost) Deterministic Transform for Time
Series Classification},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {248--257},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467231},
doi = {10.1145/3447548.3467231},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DempsterSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GodahewaBWHM21,
author = {Rakshitha Godahewa and
Christoph Bergmeir and
Geoffrey I. Webb and
Rob J. Hyndman and
Pablo Montero{-}Manso},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {Monash Time Series Forecasting Archive},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/eddea82ad2755b24c4e168c5fc2ebd40-Abstract-round2.html},
timestamp = {Thu, 05 May 2022 16:30:03 +0200},
biburl = {https://dblp.org/rec/conf/nips/GodahewaBWHM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BoleyTBW21,
author = {Mario Boley and
Simon Teshuva and
Pierre Le Bodic and
Geoffrey I. Webb},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Better Short than Greedy: Interpretable Models through Optimal Rule
Boosting},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {351--359},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.40},
doi = {10.1137/1.9781611976700.40},
timestamp = {Sat, 21 Aug 2021 11:46:54 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BoleyTBW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-08380,
author = {Mario Boley and
Simon Teshuva and
Pierre Le Bodic and
Geoffrey I. Webb},
title = {Better Short than Greedy: Interpretable Models through Optimal Rule
Boosting},
journal = {CoRR},
volume = {abs/2101.08380},
year = {2021},
url = {https://arxiv.org/abs/2101.08380},
eprinttype = {arXiv},
eprint = {2101.08380},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-08380.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00457,
author = {Chang Wei Tan and
Angus Dempster and
Christoph Bergmeir and
Geoffrey I. Webb},
title = {MultiRocket: Effective summary statistics for convolutional outputs
in time series classification},
journal = {CoRR},
volume = {abs/2102.00457},
year = {2021},
url = {https://arxiv.org/abs/2102.00457},
eprinttype = {arXiv},
eprint = {2102.00457},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-00457.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-05221,
author = {Matthieu Herrmann and
Geoffrey I. Webb},
title = {Early Abandoning and Pruning for Elastic Distances},
journal = {CoRR},
volume = {abs/2102.05221},
year = {2021},
url = {https://arxiv.org/abs/2102.05221},
eprinttype = {arXiv},
eprint = {2102.05221},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-05221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07076,
author = {Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean},
title = {Tight lower bounds for Dynamic Time Warping},
journal = {CoRR},
volume = {abs/2102.07076},
year = {2021},
url = {https://arxiv.org/abs/2102.07076},
eprinttype = {arXiv},
eprint = {2102.07076},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07076.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-10231,
author = {Ahmed Shifaz and
Charlotte Pelletier and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
title = {Elastic Similarity Measures for Multivariate Time Series Classification},
journal = {CoRR},
volume = {abs/2102.10231},
year = {2021},
url = {https://arxiv.org/abs/2102.10231},
eprinttype = {arXiv},
eprint = {2102.10231},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-10231.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-06643,
author = {Rakshitha Godahewa and
Christoph Bergmeir and
Geoffrey I. Webb and
Rob J. Hyndman and
Pablo Montero{-}Manso},
title = {Monash Time Series Forecasting Archive},
journal = {CoRR},
volume = {abs/2105.06643},
year = {2021},
url = {https://arxiv.org/abs/2105.06643},
eprinttype = {arXiv},
eprint = {2105.06643},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-06643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-13314,
author = {Matthieu Herrmann and
Geoffrey I. Webb},
title = {Amercing: An Intuitive, Elegant and Effective Constraint for Dynamic
Time Warping},
journal = {CoRR},
volume = {abs/2111.13314},
year = {2021},
url = {https://arxiv.org/abs/2111.13314},
eprinttype = {arXiv},
eprint = {2111.13314},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-13314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-04583,
author = {Loong Kuan Lee and
Nico Piatkowski and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
title = {Estimating Divergences in High Dimensions},
journal = {CoRR},
volume = {abs/2112.04583},
year = {2021},
url = {https://arxiv.org/abs/2112.04583},
eprinttype = {arXiv},
eprint = {2112.04583},
timestamp = {Mon, 13 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-04583.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZaidiDW20,
author = {Nayyar Abbas Zaidi and
Yang Du and
Geoffrey I. Webb},
title = {On the Effectiveness of Discretizing Quantitative Attributes in Linear
Classifiers},
journal = {{IEEE} Access},
volume = {8},
pages = {198856--198871},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3034955},
doi = {10.1109/ACCESS.2020.3034955},
timestamp = {Thu, 18 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ZaidiDW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/ChenZLMLRZPAWCS20,
author = {Zhen Chen and
Pei Zhao and
Fuyi Li and
Tatiana T. Marquez{-}Lago and
Andr{\'{e}} Leier and
Jerico Nico De Leon Revote and
Yan Zhu and
David R. Powell and
Tatsuya Akutsu and
Geoffrey I. Webb and
Kuo{-}Chen Chou and
Alexander Ian Smith and
Roger J. Daly and
Jian Li and
Jiangning Song},
title = {iLearn : an integrated platform and meta-learner for feature engineering,
machine-learning analysis and modeling of DNA, {RNA} and protein sequence
data},
journal = {Briefings Bioinform.},
volume = {21},
number = {3},
pages = {1047--1057},
year = {2020},
url = {https://doi.org/10.1093/bib/bbz041},
doi = {10.1093/BIB/BBZ041},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/ChenZLMLRZPAWCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/LiFMLRJZSWLWLS20,
author = {Fuyi Li and
Cunshuo Fan and
Tatiana T. Marquez{-}Lago and
Andr{\'{e}} Leier and
Jerico Nico De Leon Revote and
Cangzhi Jia and
Yan Zhu and
Alexander Ian Smith and
Geoffrey I. Webb and
Quanzhong Liu and
Leyi Wei and
Jian Li and
Jiangning Song},
title = {{PRISMOID:} a comprehensive 3D structure database for post-translational
modifications and mutations with functional impact},
journal = {Briefings Bioinform.},
volume = {21},
number = {3},
pages = {1069--1079},
year = {2020},
url = {https://doi.org/10.1093/bib/bbz050},
doi = {10.1093/BIB/BBZ050},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/LiFMLRJZSWLWLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/ChenZLWSWABBS20,
author = {Zhen Chen and
Pei Zhao and
Fuyi Li and
Yanan Wang and
Alexander Ian Smith and
Geoffrey I. Webb and
Tatsuya Akutsu and
Abdelkader Baggag and
Halima Bensmail and
Jiangning Song},
title = {Comprehensive review and assessment of computational methods for predicting
{RNA} post-transcriptional modification sites from {RNA} sequences},
journal = {Briefings Bioinform.},
volume = {21},
number = {5},
pages = {1676--1696},
year = {2020},
url = {https://doi.org/10.1093/bib/bbz112},
doi = {10.1093/BIB/BBZ112},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/ChenZLWSWABBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/LiCLMLWRSAWKS20,
author = {Fuyi Li and
Jinxiang Chen and
Andr{\'{e}} Leier and
Tatiana T. Marquez{-}Lago and
Quanzhong Liu and
Yanze Wang and
Jerico Nico De Leon Revote and
Alexander Ian Smith and
Tatsuya Akutsu and
Geoffrey I. Webb and
Lukasz A. Kurgan and
Jiangning Song},
title = {DeepCleave: a deep learning predictor for caspase and matrix metalloprotease
substrates and cleavage sites},
journal = {Bioinform.},
volume = {36},
number = {4},
pages = {1057--1065},
year = {2020},
url = {https://doi.org/10.1093/bioinformatics/btz721},
doi = {10.1093/BIOINFORMATICS/BTZ721},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/LiCLMLWRSAWKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/TanPW20,
author = {Chang Wei Tan and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
title = {FastEE: Fast Ensembles of Elastic Distances for time series classification},
journal = {Data Min. Knowl. Discov.},
volume = {34},
number = {1},
pages = {231--272},
year = {2020},
url = {https://doi.org/10.1007/s10618-019-00663-x},
doi = {10.1007/S10618-019-00663-X},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/TanPW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ShifazPPW20,
author = {Ahmed Shifaz and
Charlotte Pelletier and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
title = {{TS-CHIEF:} a scalable and accurate forest algorithm for time series
classification},
journal = {Data Min. Knowl. Discov.},
volume = {34},
number = {3},
pages = {742--775},
year = {2020},
url = {https://doi.org/10.1007/s10618-020-00679-8},
doi = {10.1007/S10618-020-00679-8},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/ShifazPPW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/DempsterPW20,
author = {Angus Dempster and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
title = {{ROCKET:} exceptionally fast and accurate time series classification
using random convolutional kernels},
journal = {Data Min. Knowl. Discov.},
volume = {34},
number = {5},
pages = {1454--1495},
year = {2020},
url = {https://doi.org/10.1007/s10618-020-00701-z},
doi = {10.1007/S10618-020-00701-Z},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/DempsterPW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/FawazLFPSWWIMP20,
author = {Hassan Ismail Fawaz and
Benjamin Lucas and
Germain Forestier and
Charlotte Pelletier and
Daniel F. Schmidt and
Jonathan Weber and
Geoffrey I. Webb and
Lhassane Idoumghar and
Pierre{-}Alain Muller and
Fran{\c{c}}ois Petitjean},
title = {InceptionTime: Finding AlexNet for time series classification},
journal = {Data Min. Knowl. Discov.},
volume = {34},
number = {6},
pages = {1936--1962},
year = {2020},
url = {https://doi.org/10.1007/s10618-020-00710-y},
doi = {10.1007/S10618-020-00710-Y},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/FawazLFPSWWIMP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gpb/LiLLWXAWSM0S20,
author = {Fuyi Li and
Andr{\'{e}} Leier and
Quanzhong Liu and
Yanan Wang and
Dongxu Xiang and
Tatsuya Akutsu and
Geoffrey I. Webb and
Alexander Ian Smith and
Tatiana T. Marquez{-}Lago and
Jian Li and
Jiangning Song},
title = {Procleave: Predicting Protease-specific Substrate Cleavage Sites by
Combining Sequence and Structural Information},
journal = {Genom. Proteom. Bioinform.},
volume = {18},
number = {1},
pages = {52--64},
year = {2020},
url = {https://doi.org/10.1016/j.gpb.2019.08.002},
doi = {10.1016/J.GPB.2019.08.002},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/gpb/LiLLWXAWSM0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbcb/0009ZLLMWBBS20,
author = {Zhen Chen and
Pei Zhao and
Fuyi Li and
Andr{\'{e}} Leier and
Tatiana T. Marquez{-}Lago and
Geoffrey I. Webb and
Abdelkader Baggag and
Halima Bensmail and
Jiangning Song},
title = {{PROSPECT:} {A} web server for predicting protein histidine phosphorylation
sites},
journal = {J. Bioinform. Comput. Biol.},
volume = {18},
number = {4},
pages = {2050018:1--2050018:17},
year = {2020},
url = {https://doi.org/10.1142/S0219720020500183},
doi = {10.1142/S0219720020500183},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbcb/0009ZLLMWBBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/GoldenbergW20,
author = {Igor Goldenberg and
Geoffrey I. Webb},
title = {PCA-based drift and shift quantification framework for multidimensional
data},
journal = {Knowl. Inf. Syst.},
volume = {62},
number = {7},
pages = {2835--2854},
year = {2020},
url = {https://doi.org/10.1007/s10115-020-01438-3},
doi = {10.1007/S10115-020-01438-3},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/GoldenbergW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ChenWLM20,
author = {Shenglei Chen and
Geoffrey I. Webb and
Linyuan Liu and
Xin Ma},
title = {A novel selective na{\"{\i}}ve Bayes algorithm},
journal = {Knowl. Based Syst.},
volume = {192},
pages = {105361},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2019.105361},
doi = {10.1016/J.KNOSYS.2019.105361},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ChenWLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/PratamaPW20,
author = {Mahardhika Pratama and
Witold Pedrycz and
Geoffrey I. Webb},
title = {An Incremental Construction of Deep Neuro Fuzzy System for Continual
Learning of Nonstationary Data Streams},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {28},
number = {7},
pages = {1315--1328},
year = {2020},
url = {https://doi.org/10.1109/TFUZZ.2019.2939993},
doi = {10.1109/TFUZZ.2019.2939993},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/PratamaPW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FischerPPWPM20,
author = {Raphael Fischer and
Nico Piatkowski and
Charlotte Pelletier and
Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean and
Katharina Morik},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {No Cloud on the Horizon: Probabilistic Gap Filling in Satellite Image
Series},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {546--555},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00069},
doi = {10.1109/DSAA49011.2020.00069},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/FischerPPWPM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/LucasPSWP20,
author = {Benjamin Lucas and
Charlotte Pelletier and
Daniel F. Schmidt and
Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean},
title = {Unsupervised Domain Adaptation Techniques for Classification of Satellite
Image Time Series},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2020, Waikoloa, HI, USA, September 26 - October 2, 2020},
pages = {1074--1077},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IGARSS39084.2020.9324339},
doi = {10.1109/IGARSS39084.2020.9324339},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/LucasPSWP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/Webb20,
author = {Geoffrey I. Webb},
editor = {Daniel Trabold and
Pascal Welke and
Nico Piatkowski},
title = {Time Series Classification at Scale},
booktitle = {Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", Online,
September 9-11, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2738},
pages = {2},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2738/keynote1.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:37 +0100},
biburl = {https://dblp.org/rec/conf/lwa/Webb20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2020,
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
publisher = {{IEEE}},
year = {2020},
url = {https://ieeexplore.ieee.org/xpl/conhome/9259989/proceeding},
isbn = {978-1-7281-8206-3},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-11930,
author = {Benjamin Lucas and
Charlotte Pelletier and
Daniel F. Schmidt and
Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean},
title = {A Bayesian-inspired, deep learning, semi-supervised domain adaptation
technique for land cover mapping},
journal = {CoRR},
volume = {abs/2005.11930},
year = {2020},
url = {https://arxiv.org/abs/2005.11930},
eprinttype = {arXiv},
eprint = {2005.11930},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-11930.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10996,
author = {Chang Wei Tan and
Christoph Bergmeir and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
title = {Monash University, UEA, {UCR} Time Series Regression Archive},
journal = {CoRR},
volume = {abs/2006.10996},
year = {2020},
url = {https://arxiv.org/abs/2006.10996},
eprinttype = {arXiv},
eprint = {2006.10996},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10996.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12672,
author = {Chang Wei Tan and
Christoph Bergmeir and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
title = {Time Series Regression},
journal = {CoRR},
volume = {abs/2006.12672},
year = {2020},
url = {https://arxiv.org/abs/2006.12672},
eprinttype = {arXiv},
eprint = {2006.12672},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12672.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-05371,
author = {Matthieu Herrmann and
Geoffrey I. Webb},
title = {Early Abandoning PrunedDTW and its application to similarity search},
journal = {CoRR},
volume = {abs/2010.05371},
year = {2020},
url = {https://arxiv.org/abs/2010.05371},
eprinttype = {arXiv},
eprint = {2010.05371},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-05371.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-08158,
author = {Rakshitha Godahewa and
Christoph Bergmeir and
Geoffrey I. Webb and
Pablo Montero{-}Manso},
title = {A Strong Baseline for Weekly Time Series Forecasting},
journal = {CoRR},
volume = {abs/2010.08158},
year = {2020},
url = {https://arxiv.org/abs/2010.08158},
eprinttype = {arXiv},
eprint = {2010.08158},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-08158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-08199,
author = {Chaitanya Manapragada and
Geoffrey I. Webb and
Mahsa Salehi and
Albert Bifet},
title = {Emergent and Unspecified Behaviors in Streaming Decision Trees},
journal = {CoRR},
volume = {abs/2010.08199},
year = {2020},
url = {https://arxiv.org/abs/2010.08199},
eprinttype = {arXiv},
eprint = {2010.08199},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-08199.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-10935,
author = {Chaitanya Manapragada and
Heitor Murilo Gomes and
Mahsa Salehi and
Albert Bifet and
Geoffrey I. Webb},
title = {An Eager Splitting Strategy for Online Decision Trees},
journal = {CoRR},
volume = {abs/2010.10935},
year = {2020},
url = {https://arxiv.org/abs/2010.10935},
eprinttype = {arXiv},
eprint = {2010.10935},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-10935.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-06428,
author = {Yuan Jin and
Wray L. Buntine and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
title = {Discriminative, Generative and Self-Supervised Approaches for Target-Agnostic
Learning},
journal = {CoRR},
volume = {abs/2011.06428},
year = {2020},
url = {https://arxiv.org/abs/2011.06428},
eprinttype = {arXiv},
eprint = {2011.06428},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-06428.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-08791,
author = {Angus Dempster and
Daniel F. Schmidt and
Geoffrey I. Webb},
title = {{MINIROCKET:} {A} Very Fast (Almost) Deterministic Transform for Time
Series Classification},
journal = {CoRR},
volume = {abs/2012.08791},
year = {2020},
url = {https://arxiv.org/abs/2012.08791},
eprinttype = {arXiv},
eprint = {2012.08791},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-08791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-15059,
author = {Rakshitha Godahewa and
Kasun Bandara and
Geoffrey I. Webb and
Slawek Smyl and
Christoph Bergmeir},
title = {Ensembles of Localised Models for Time Series Forecasting},
journal = {CoRR},
volume = {abs/2012.15059},
year = {2020},
url = {https://arxiv.org/abs/2012.15059},
eprinttype = {arXiv},
eprint = {2012.15059},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-15059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/KremplHWH20,
author = {Georg Krempl and
Vera Hofer and
Geoffrey I. Webb and
Eyke H{\"{u}}llermeier},
title = {Beyond Adaptation: Understanding Distributional Changes (Dagstuhl
Seminar 20372)},
journal = {Dagstuhl Reports},
volume = {10},
number = {4},
pages = {1--36},
year = {2020},
url = {https://doi.org/10.4230/DagRep.10.4.1},
doi = {10.4230/DAGREP.10.4.1},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/KremplHWH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/SongWLARWC19,
author = {Jiangning Song and
Yanan Wang and
Fuyi Li and
Tatsuya Akutsu and
Neil D. Rawlings and
Geoffrey I. Webb and
Kuo{-}Chen Chou},
title = {iProt-Sub: a comprehensive package for accurately mapping and predicting
protease-specific substrates and cleavage sites},
journal = {Briefings Bioinform.},
volume = {20},
number = {2},
pages = {638--658},
year = {2019},
url = {https://doi.org/10.1093/bib/bby028},
doi = {10.1093/BIB/BBY028},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/SongWLARWC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/WangYAMLWHZHAWS19,
author = {Jiawei Wang and
Bingjiao Yang and
Yi An and
Tatiana T. Marquez{-}Lago and
Andr{\'{e}} Leier and
Jonathan Wilksch and
Qingyang Hong and
Yang Zhang and
Morihiro Hayashida and
Tatsuya Akutsu and
Geoffrey I. Webb and
Richard A. Strugnell and
Jiangning Song and
Trevor Lithgow},
title = {Systematic analysis and prediction of type {IV} secreted effector
proteins by machine learning approaches},
journal = {Briefings Bioinform.},
volume = {20},
number = {3},
pages = {931--951},
year = {2019},
url = {https://doi.org/10.1093/bib/bbx164},
doi = {10.1093/BIB/BBX164},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/WangYAMLWHZHAWS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/LiWLMLRHRACPPWS19,
author = {Fuyi Li and
Yanan Wang and
Chen Li and
Tatiana T. Marquez{-}Lago and
Andr{\'{e}} Leier and
Neil D. Rawlings and
Gholamreza Haffari and
Jerico Nico De Leon Revote and
Tatsuya Akutsu and
Kuo{-}Chen Chou and
Anthony W. Purcell and
Robert N. Pike and
Geoffrey I. Webb and
Alexander Ian Smith and
Trevor Lithgow and
Roger J. Daly and
James C. Whisstock and
Jiangning Song},
title = {Twenty years of bioinformatics research for protease-specific substrate
and cleavage site prediction: a comprehensive revisit and benchmarking
of existing methods},
journal = {Briefings Bioinform.},
volume = {20},
number = {6},
pages = {2150--2166},
year = {2019},
url = {https://doi.org/10.1093/bib/bby077},
doi = {10.1093/BIB/BBY077},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/LiWLMLRHRACPPWS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/ZhangXWLMAWCS19,
author = {Yanju Zhang and
Ruopeng Xie and
Jiawei Wang and
Andr{\'{e}} Leier and
Tatiana T. Marquez{-}Lago and
Tatsuya Akutsu and
Geoffrey I. Webb and
Kuo{-}Chen Chou and
Jiangning Song},
title = {Computational analysis and prediction of lysine malonylation sites
by exploiting informative features in an integrative machine-learning
framework},
journal = {Briefings Bioinform.},
volume = {20},
number = {6},
pages = {2185--2199},
year = {2019},
url = {https://doi.org/10.1093/bib/bby079},
doi = {10.1093/BIB/BBY079},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/ZhangXWLMAWCS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/ChenLLLMLAWXSLC19,
author = {Zhen Chen and
Xuhan Liu and
Fuyi Li and
Chen Li and
Tatiana T. Marquez{-}Lago and
Andr{\'{e}} Leier and
Tatsuya Akutsu and
Geoffrey I. Webb and
Dakang Xu and
Alexander Ian Smith and
Lei Li and
Kuo{-}Chen Chou and
Jiangning Song},
title = {Large-scale comparative assessment of computational predictors for
lysine post-translational modification sites},
journal = {Briefings Bioinform.},
volume = {20},
number = {6},
pages = {2267--2290},
year = {2019},
url = {https://doi.org/10.1093/bib/bby089},
doi = {10.1093/BIB/BBY089},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/ChenLLLMLAWXSLC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/LiZPWCLLS19,
author = {Fuyi Li and
Yang Zhang and
Anthony W. Purcell and
Geoffrey I. Webb and
Kuo{-}Chen Chou and
Trevor Lithgow and
Chen Li and
Jiangning Song},
title = {Positive-unlabelled learning of glycosylation sites in the human proteome},
journal = {{BMC} Bioinform.},
volume = {20},
number = {1},
pages = {112:1--112:17},
year = {2019},
url = {https://doi.org/10.1186/s12859-019-2700-1},
doi = {10.1186/S12859-019-2700-1},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/LiZPWCLLS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/WangLLSSW19,
author = {Xiaochuan Wang and
Chen Li and
Fuyi Li and
Varun S. Sharma and
Jiangning Song and
Geoffrey I. Webb},
title = {{SIMLIN:} a bioinformatics tool for prediction of S-sulphenylation
in the human proteome based on multi-stage ensemble-learning models},
journal = {{BMC} Bioinform.},
volume = {20},
number = {1},
pages = {602:1--602:12},
year = {2019},
url = {https://doi.org/10.1186/s12859-019-3178-6},
doi = {10.1186/S12859-019-3178-6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/WangLLSSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/HamalainenW19,
author = {Wilhelmiina H{\"{a}}m{\"{a}}l{\"{a}}inen and
Geoffrey I. Webb},
title = {A tutorial on statistically sound pattern discovery},
journal = {Data Min. Knowl. Discov.},
volume = {33},
number = {2},
pages = {325--377},
year = {2019},
url = {https://doi.org/10.1007/s10618-018-0590-x},
doi = {10.1007/S10618-018-0590-X},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/HamalainenW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LucasSPOZGPW19,
author = {Benjamin Lucas and
Ahmed Shifaz and
Charlotte Pelletier and
Lachlan O'Neill and
Nayyar Abbas Zaidi and
Bart Goethals and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
title = {Proximity Forest: an effective and scalable distance-based classifier
for time series},
journal = {Data Min. Knowl. Discov.},
volume = {33},
number = {3},
pages = {607--635},
year = {2019},
url = {https://doi.org/10.1007/s10618-019-00617-3},
doi = {10.1007/S10618-019-00617-3},
timestamp = {Fri, 03 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/LucasSPOZGPW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/YuW19,
author = {Hualong Yu and
Geoffrey I. Webb},
title = {Adaptive online extreme learning machine by regulating forgetting
factor by concept drift map},
journal = {Neurocomputing},
volume = {343},
pages = {141--153},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2018.11.098},
doi = {10.1016/J.NEUCOM.2018.11.098},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/YuW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/GoldenbergW19,
author = {Igor Goldenberg and
Geoffrey I. Webb},
title = {Survey of distance measures for quantifying concept drift and shift
in numeric data},
journal = {Knowl. Inf. Syst.},
volume = {60},
number = {2},
pages = {591--615},
year = {2019},
url = {https://doi.org/10.1007/s10115-018-1257-z},
doi = {10.1007/S10115-018-1257-Z},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/GoldenbergW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/PelletierWP19,
author = {Charlotte Pelletier and
Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean},
title = {Temporal Convolutional Neural Network for the Classification of Satellite
Image Time Series},
journal = {Remote. Sens.},
volume = {11},
number = {5},
pages = {523},
year = {2019},
url = {https://doi.org/10.3390/rs11050523},
doi = {10.3390/RS11050523},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/PelletierWP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/PelletierWP19,
author = {Charlotte Pelletier and
Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean},
title = {Deep Learning for the Classification of Sentinel-2 Image Time Series},
booktitle = {2019 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2019, Yokohama, Japan, July 28 - August 2, 2019},
pages = {461--464},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IGARSS.2019.8900123},
doi = {10.1109/IGARSS.2019.8900123},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/PelletierWP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/multitemp/LucasPISWP19,
author = {Benjamin Lucas and
Charlotte Pelletier and
Jordi Inglada and
Daniel F. Schmidt and
Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean},
title = {Exploring Data Quantity Requirements for Domain Adaptation in the
Classification of Satellite Image Time Series},
booktitle = {10th International Workshop on the Analysis of Multitemporal Remote
Sensing Images, MultiTemp 2019, Shanghai, China, August 5-7, 2019},
pages = {1--4},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/Multi-Temp.2019.8866898},
doi = {10.1109/MULTI-TEMP.2019.8866898},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/multitemp/LucasPISWP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/multitemp/PelletierJHMSWP19,
author = {Charlotte Pelletier and
Zehui Ji and
Olivier Hagolle and
Elizabeth Morse{-}McNabb and
Kathryn Sheffield and
Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean},
title = {Using Sentinel-2 Image Time Series to map the State of Victoria, Australia},
booktitle = {10th International Workshop on the Analysis of Multitemporal Remote
Sensing Images, MultiTemp 2019, Shanghai, China, August 5-7, 2019},
pages = {1--4},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/Multi-Temp.2019.8866921},
doi = {10.1109/MULTI-TEMP.2019.8866921},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/multitemp/PelletierJHMSWP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TanPW19,
author = {Chang Wei Tan and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Elastic bands across the path: {A} new framework and method to lower
bound {DTW}},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {522--530},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.59},
doi = {10.1137/1.9781611975673.59},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TanPW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10329,
author = {Ahmed Shifaz and
Charlotte Pelletier and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
title = {{TS-CHIEF:} {A} Scalable and Accurate Forest Algorithm for Time Series
Classification},
journal = {CoRR},
volume = {abs/1906.10329},
year = {2019},
url = {http://arxiv.org/abs/1906.10329},
eprinttype = {arXiv},
eprint = {1906.10329},
timestamp = {Thu, 27 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-10329.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-04939,
author = {Hassan Ismail Fawaz and
Benjamin Lucas and
Germain Forestier and
Charlotte Pelletier and
Daniel F. Schmidt and
Jonathan Weber and
Geoffrey I. Webb and
Lhassane Idoumghar and
Pierre{-}Alain Muller and
Fran{\c{c}}ois Petitjean},
title = {InceptionTime: Finding AlexNet for Time Series Classification},
journal = {CoRR},
volume = {abs/1909.04939},
year = {2019},
url = {http://arxiv.org/abs/1909.04939},
eprinttype = {arXiv},
eprint = {1909.04939},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-04939.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-04341,
author = {Chang Wei Tan and
Fran{\c{c}}ois Petitjean and
Eamonn J. Keogh and
Geoffrey I. Webb},
title = {Time series classification for varying length series},
journal = {CoRR},
volume = {abs/1910.04341},
year = {2019},
url = {http://arxiv.org/abs/1910.04341},
eprinttype = {arXiv},
eprint = {1910.04341},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-04341.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13051,
author = {Angus Dempster and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
title = {{ROCKET:} Exceptionally fast and accurate time series classification
using random convolutional kernels},
journal = {CoRR},
volume = {abs/1910.13051},
year = {2019},
url = {http://arxiv.org/abs/1910.13051},
eprinttype = {arXiv},
eprint = {1910.13051},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-13051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/AnWLLMWZWSL18,
author = {Yi An and
Jiawei Wang and
Chen Li and
Andr{\'{e}} Leier and
Tatiana T. Marquez{-}Lago and
Jonathan Wilksch and
Yang Zhang and
Geoffrey I. Webb and
Jiangning Song and
Trevor Lithgow},
title = {Comprehensive assessment and performance improvement of effector protein
predictors for bacterial secretion systems III, {IV} and {VI}},
journal = {Briefings Bioinform.},
volume = {19},
number = {1},
pages = {148--161},
year = {2018},
url = {https://doi.org/10.1093/bib/bbw100},
doi = {10.1093/BIB/BBW100},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/AnWLLMWZWSL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/WangFWKSL18,
author = {Huilin Wang and
Liubin Feng and
Geoffrey I. Webb and
Lukasz A. Kurgan and
Jiangning Song and
Donghai Lin},
title = {Critical evaluation of bioinformatics tools for the prediction of
protein crystallization propensity},
journal = {Briefings Bioinform.},
volume = {19},
number = {5},
pages = {838--852},
year = {2018},
url = {https://doi.org/10.1093/bib/bbx018},
doi = {10.1093/BIB/BBX018},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/WangFWKSL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/SongLLMAHCWP18,
author = {Jiangning Song and
Fuyi Li and
Andr{\'{e}} Leier and
Tatiana T. Marquez{-}Lago and
Tatsuya Akutsu and
Gholamreza Haffari and
Kuo{-}Chen Chou and
Geoffrey I. Webb and
Robert N. Pike},
title = {PROSPERous: high-throughput prediction of substrate cleavage sites
for 90 proteases with improved accuracy},
journal = {Bioinform.},
volume = {34},
number = {4},
pages = {684--687},
year = {2018},
url = {https://doi.org/10.1093/bioinformatics/btx670},
doi = {10.1093/BIOINFORMATICS/BTX670},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/SongLLMAHCWP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/ChenZLLMWWSDCS18,
author = {Zhen Chen and
Pei Zhao and
Fuyi Li and
Andr{\'{e}} Leier and
Tatiana T. Marquez{-}Lago and
Yanan Wang and
Geoffrey I. Webb and
Alexander Ian Smith and
Roger J. Daly and
Kuo{-}Chen Chou and
Jiangning Song},
title = {iFeature: a Python package and web server for features extraction
and selection from protein and peptide sequences},
journal = {Bioinform.},
volume = {34},
number = {14},
pages = {2499--2502},
year = {2018},
url = {https://doi.org/10.1093/bioinformatics/bty140},
doi = {10.1093/BIOINFORMATICS/BTY140},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/ChenZLLMWWSDCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/WebbLGP18,
author = {Geoffrey I. Webb and
Loong Kuan Lee and
Bart Goethals and
Fran{\c{c}}ois Petitjean},
title = {Analyzing concept drift and shift from sample data},
journal = {Data Min. Knowl. Discov.},
volume = {32},
number = {5},
pages = {1179--1199},
year = {2018},
url = {https://doi.org/10.1007/s10618-018-0554-1},
doi = {10.1007/S10618-018-0554-1},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/WebbLGP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gis/ShiZW18,
author = {Wenzhong Shi and
An{-}Shu Zhang and
Geoffrey I. Webb},
title = {Mining significant crisp-fuzzy spatial association rules},
journal = {Int. J. Geogr. Inf. Sci.},
volume = {32},
number = {6},
pages = {1247--1270},
year = {2018},
url = {https://doi.org/10.1080/13658816.2018.1434525},
doi = {10.1080/13658816.2018.1434525},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/gis/ShiZW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PetitjeanBWZ18,
author = {Fran{\c{c}}ois Petitjean and
Wray L. Buntine and
Geoffrey I. Webb and
Nayyar Abbas Zaidi},
title = {Accurate parameter estimation for Bayesian network classifiers using
hierarchical Dirichlet processes},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1303--1331},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5718-0},
doi = {10.1007/S10994-018-5718-0},
timestamp = {Fri, 03 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PetitjeanBWZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ManapragadaWS18,
author = {Chaitanya Manapragada and
Geoffrey I. Webb and
Mahsa Salehi},
editor = {Yike Guo and
Faisal Farooq},
title = {Extremely Fast Decision Tree},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {1953--1962},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220005},
doi = {10.1145/3219819.3220005},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ManapragadaWS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/NguyenLNPW18,
author = {Khanh Nguyen and
Trung Le and
Tu Dinh Nguyen and
Dinh Q. Phung and
Geoffrey I. Webb},
editor = {Yike Guo and
Faisal Farooq},
title = {Robust Bayesian Kernel Machine via Stein Variational Gradient Descent
for Big Data},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2003--2011},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220015},
doi = {10.1145/3219819.3220015},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/NguyenLNPW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TanHFWP18,
author = {Chang Wei Tan and
Matthieu Herrmann and
Germain Forestier and
Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean},
editor = {Martin Ester and
Dino Pedreschi},
title = {Efficient search of the best warping window for Dynamic Time Warping},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {225--233},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.26},
doi = {10.1137/1.9781611975321.26},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TanHFWP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZaidiPW18,
author = {Nayyar Abbas Zaidi and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
editor = {Martin Ester and
Dino Pedreschi},
title = {Efficient and Effective Accelerated Hierarchical Higher-Order Logistic
Regression for Large Data Quantities},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {459--467},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.52},
doi = {10.1137/1.9781611975321.52},
timestamp = {Thu, 18 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZaidiPW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2018-1,
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10937},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93034-3},
doi = {10.1007/978-3-319-93034-3},
isbn = {978-3-319-93033-6},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2018-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2018-2,
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10938},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93037-4},
doi = {10.1007/978-3-319-93037-4},
isbn = {978-3-319-93036-7},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2018-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2018-3,
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {10939},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93040-4},
doi = {10.1007/978-3-319-93040-4},
isbn = {978-3-319-93039-8},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2018-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-09354,
author = {Nayyar Abbas Zaidi and
Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean and
Germain Forestier},
title = {On the Inter-relationships among Drift rate, Forgetting rate, Bias/variance
profile and Error},
journal = {CoRR},
volume = {abs/1801.09354},
year = {2018},
url = {http://arxiv.org/abs/1801.09354},
eprinttype = {arXiv},
eprint = {1801.09354},
timestamp = {Thu, 18 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-09354.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-08780,
author = {Chaitanya Manapragada and
Geoffrey I. Webb and
Mahsa Salehi},
title = {Extremely Fast Decision Tree},
journal = {CoRR},
volume = {abs/1802.08780},
year = {2018},
url = {http://arxiv.org/abs/1802.08780},
eprinttype = {arXiv},
eprint = {1802.08780},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-08780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-02180,
author = {Fengxiang He and
Tongliang Liu and
Geoffrey I. Webb and
Dacheng Tao},
title = {Instance-Dependent {PU} Learning by Bayesian Optimal Relabeling},
journal = {CoRR},
volume = {abs/1808.02180},
year = {2018},
url = {http://arxiv.org/abs/1808.02180},
eprinttype = {arXiv},
eprint = {1808.02180},
timestamp = {Thu, 21 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-02180.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-08517,
author = {Mahardhika Pratama and
Witold Pedrycz and
Geoffrey I. Webb},
title = {An Incremental Construction of Deep Neuro Fuzzy System for Continual
Learning of Non-stationary Data Streams},
journal = {CoRR},
volume = {abs/1808.08517},
year = {2018},
url = {http://arxiv.org/abs/1808.08517},
eprinttype = {arXiv},
eprint = {1808.08517},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-08517.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-09617,
author = {Chang Wei Tan and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
title = {Elastic bands across the path: {A} new framework and methods to lower
bound {DTW}},
journal = {CoRR},
volume = {abs/1808.09617},
year = {2018},
url = {http://arxiv.org/abs/1808.09617},
eprinttype = {arXiv},
eprint = {1808.09617},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-09617.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-10594,
author = {Benjamin Lucas and
Ahmed Shifaz and
Charlotte Pelletier and
Lachlan O'Neill and
Nayyar Abbas Zaidi and
Bart Goethals and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
title = {Proximity Forest: An effective and scalable distance-based classifier
for time series},
journal = {CoRR},
volume = {abs/1808.10594},
year = {2018},
url = {http://arxiv.org/abs/1808.10594},
eprinttype = {arXiv},
eprint = {1808.10594},
timestamp = {Thu, 18 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-10594.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-10166,
author = {Charlotte Pelletier and
Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean},
title = {Temporal Convolutional Neural Network for the Classification of Satellite
Image Time Series},
journal = {CoRR},
volume = {abs/1811.10166},
year = {2018},
url = {http://arxiv.org/abs/1811.10166},
eprinttype = {arXiv},
eprint = {1811.10166},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-10166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/WangFWKSL17,
author = {Huilin Wang and
Liubin Feng and
Geoffrey I. Webb and
Lukasz A. Kurgan and
Jiangning Song and
Donghai Lin},
title = {Critical evaluation of bioinformatics tools for the prediction of
protein crystallization propensity},
journal = {Briefings Bioinform.},
volume = {18},
number = {6},
pages = {1092},
year = {2017},
url = {https://doi.org/10.1093/bib/bbx076},
doi = {10.1093/BIB/BBX076},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/WangFWKSL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/WangYRLMWSCL17,
author = {Jiawei Wang and
Bingjiao Yang and
Jerico Nico De Leon Revote and
Andr{\'{e}} Leier and
Tatiana T. Marquez{-}Lago and
Geoffrey I. Webb and
Jiangning Song and
Kuo{-}Chen Chou and
Trevor Lithgow},
title = {{POSSUM:} a bioinformatics toolkit for generating numerical sequence
feature descriptors based on {PSSM} profiles},
journal = {Bioinform.},
volume = {33},
number = {17},
pages = {2756--2758},
year = {2017},
url = {https://doi.org/10.1093/bioinformatics/btx302},
doi = {10.1093/BIOINFORMATICS/BTX302},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/WangYRLMWSCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/FernandoW17,
author = {Thilak L. Fernando and
Geoffrey I. Webb},
title = {SimUSF: an efficient and effective similarity measure that is invariant
to violations of the interval scale assumption},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {1},
pages = {264--286},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0463-0},
doi = {10.1007/S10618-016-0463-0},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/FernandoW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ChenMWW17,
author = {Shenglei Chen and
Ana M. Mart{\'{\i}}nez and
Geoffrey I. Webb and
Limin Wang},
title = {Selective AnDE for large data learning: a low-bias memory constrained
approach},
journal = {Knowl. Inf. Syst.},
volume = {50},
number = {2},
pages = {475--503},
year = {2017},
url = {https://doi.org/10.1007/s10115-016-0937-9},
doi = {10.1007/S10115-016-0937-9},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ChenMWW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZaidiWCPBHS17,
author = {Nayyar Abbas Zaidi and
Geoffrey I. Webb and
Mark James Carman and
Fran{\c{c}}ois Petitjean and
Wray L. Buntine and
Mike Hynes and
Hans De Sterck},
title = {Efficient parameter learning of Bayesian network classifiers},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1289--1329},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5619-z},
doi = {10.1007/S10994-016-5619-Z},
timestamp = {Fri, 03 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZaidiWCPBHS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenMWW17,
author = {Shenglei Chen and
Ana M. Mart{\'{\i}}nez and
Geoffrey I. Webb and
Limin Wang},
title = {Sample-Based Attribute Selective A\emph{n} {DE} for Large Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {1},
pages = {172--185},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2016.2608881},
doi = {10.1109/TKDE.2016.2608881},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ChenMWW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ForestierPDWK17,
author = {Germain Forestier and
Fran{\c{c}}ois Petitjean and
Hoang Anh Dau and
Geoffrey I. Webb and
Eamonn J. Keogh},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {Generating Synthetic Time Series to Augment Sparse Datasets},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {865--870},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.106},
doi = {10.1109/ICDM.2017.106},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ForestierPDWK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TanWP17,
author = {Chang Wei Tan and
Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Indexing and classifying gigabytes of time series under time warping},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {282--290},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.32},
doi = {10.1137/1.9781611974973.32},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TanWP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HamalainenW17,
author = {Wilhelmiina H{\"{a}}m{\"{a}}l{\"{a}}inen and
Geoffrey I. Webb},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Specious rules: an efficient and effective unifying method for removing
misleading and uninformative patterns in association rule mining},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {309--317},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.35},
doi = {10.1137/1.9781611974973.35},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/HamalainenW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZaidiW17,
author = {Nayyar Abbas Zaidi and
Geoffrey I. Webb},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {A Fast Trust-Region Newton Method for Softmax Logistic Regression},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {705--713},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.79},
doi = {10.1137/1.9781611974973.79},
timestamp = {Thu, 18 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZaidiW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:reference/ml/2017,
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Encyclopedia of Machine Learning and Data Mining},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1},
doi = {10.1007/978-1-4899-7687-1},
isbn = {978-1-4899-7685-7},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb17,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Algorithm Evaluation},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {40--41},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_18},
doi = {10.1007/978-1-4899-7687-1\_18},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Webb17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/ZhengW17,
author = {Fei Zheng and
Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Averaged One-Dependence Estimators},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {85--87},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_48},
doi = {10.1007/978-1-4899-7687-1\_48},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/ZhengW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb17a,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Bayes' Rule},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {99},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_21},
doi = {10.1007/978-1-4899-7687-1\_21},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Webb17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/AbdallahDW17,
author = {Zahraa Said Abdallah and
Lan Du and
Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Data Preparation},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {318--327},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_62},
doi = {10.1007/978-1-4899-7687-1\_62},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/ml/AbdallahDW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb17b,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Evaluation of Learning Algorithms},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {415--416},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_8},
doi = {10.1007/978-1-4899-7687-1\_8},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Webb17b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/LiuW17,
author = {Bin Liu and
Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Generative and Discriminative Learning},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {565--566},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_113},
doi = {10.1007/978-1-4899-7687-1\_113},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/LiuW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb17c,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Lazy Learning},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {702},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_449},
doi = {10.1007/978-1-4899-7687-1\_449},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Webb17c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb17d,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Model Evaluation},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {844--845},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_555},
doi = {10.1007/978-1-4899-7687-1\_555},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Webb17d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb17e,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {MultiBoosting},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {863--864},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_567},
doi = {10.1007/978-1-4899-7687-1\_567},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Webb17e.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb17f,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Na{\"{\i}}ve Bayes},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {895--896},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_581},
doi = {10.1007/978-1-4899-7687-1\_581},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Webb17f.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb17g,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Occam's Razor},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {920--921},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_614},
doi = {10.1007/978-1-4899-7687-1\_614},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Webb17g.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb17h,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Overfitting},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {947--948},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_960},
doi = {10.1007/978-1-4899-7687-1\_960},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Webb17h.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb17i,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Posterior Probability},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {989--990},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_648},
doi = {10.1007/978-1-4899-7687-1\_648},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Webb17i.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb17j,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Prior Probability},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {1006},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_962},
doi = {10.1007/978-1-4899-7687-1\_962},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Webb17j.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/ZhengW17a,
author = {Fei Zheng and
Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Semi-naive Bayesian Learning},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {1137--1142},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_748},
doi = {10.1007/978-1-4899-7687-1\_748},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/ZhengW17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/NovakLW17,
author = {Petra Kralj Novak and
Nada Lavrac and
Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Supervised Descriptive Rule Induction},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {1210--1213},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_808},
doi = {10.1007/978-1-4899-7687-1\_808},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/NovakLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/ZhengW17b,
author = {Fei Zheng and
Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Tree Augmented Naive Bayes},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {1283--1284},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_850},
doi = {10.1007/978-1-4899-7687-1\_850},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/ZhengW17b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZaidiDW17,
author = {Nayyar Abbas Zaidi and
Yang Du and
Geoffrey I. Webb},
title = {On the Effectiveness of Discretizing Quantitative Attributes in Linear
Classifiers},
journal = {CoRR},
volume = {abs/1701.07114},
year = {2017},
url = {http://arxiv.org/abs/1701.07114},
eprinttype = {arXiv},
eprint = {1701.07114},
timestamp = {Thu, 18 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZaidiDW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WebbLPG17,
author = {Geoffrey I. Webb and
Loong Kuan Lee and
Fran{\c{c}}ois Petitjean and
Bart Goethals},
title = {Understanding Concept Drift},
journal = {CoRR},
volume = {abs/1704.00362},
year = {2017},
url = {http://arxiv.org/abs/1704.00362},
eprinttype = {arXiv},
eprint = {1704.00362},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WebbLPG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-07581,
author = {Fran{\c{c}}ois Petitjean and
Wray L. Buntine and
Geoffrey I. Webb and
Nayyar Abbas Zaidi},
title = {Accurate parameter estimation for Bayesian Network Classifiers using
Hierarchical Dirichlet Processes},
journal = {CoRR},
volume = {abs/1708.07581},
year = {2017},
url = {http://arxiv.org/abs/1708.07581},
eprinttype = {arXiv},
eprint = {1708.07581},
timestamp = {Thu, 18 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-07581.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-03915,
author = {Wilhelmiina H{\"{a}}m{\"{a}}l{\"{a}}inen and
Geoffrey I. Webb},
title = {Specious rules: an efficient and effective unifying method for removing
misleading and uninformative patterns in association rule mining},
journal = {CoRR},
volume = {abs/1709.03915},
year = {2017},
url = {http://arxiv.org/abs/1709.03915},
eprinttype = {arXiv},
eprint = {1709.03915},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-03915.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ZhangSW16,
author = {An{-}Shu Zhang and
Wenzhong Shi and
Geoffrey I. Webb},
title = {Mining significant association rules from uncertain data},
journal = {Data Min. Knowl. Discov.},
volume = {30},
number = {4},
pages = {928--963},
year = {2016},
url = {https://doi.org/10.1007/s10618-015-0446-6},
doi = {10.1007/S10618-015-0446-6},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/ZhangSW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/WebbHCNP16,
author = {Geoffrey I. Webb and
Roy Hyde and
Hong Cao and
Hai{-}Long Nguyen and
Fran{\c{c}}ois Petitjean},
title = {Characterizing concept drift},
journal = {Data Min. Knowl. Discov.},
volume = {30},
number = {4},
pages = {964--994},
year = {2016},
url = {https://doi.org/10.1007/s10618-015-0448-4},
doi = {10.1007/S10618-015-0448-4},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/WebbHCNP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/PetitjeanLTW16,
author = {Fran{\c{c}}ois Petitjean and
Tao Li and
Nikolaj Tatti and
Geoffrey I. Webb},
title = {Skopus: Mining top-k sequential patterns under leverage},
journal = {Data Min. Knowl. Discov.},
volume = {30},
number = {5},
pages = {1086--1111},
year = {2016},
url = {https://doi.org/10.1007/s10618-016-0467-9},
doi = {10.1007/S10618-016-0467-9},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/PetitjeanLTW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MartinezWCZ16,
author = {Ana M. Mart{\'{\i}}nez and
Geoffrey I. Webb and
Shenglei Chen and
Nayyar Abbas Zaidi},
title = {Scalable Learning of Bayesian Network Classifiers},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {44:1--44:35},
year = {2016},
url = {http://jmlr.org/papers/v17/martinez16a.html},
timestamp = {Thu, 18 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/MartinezWCZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/PetitjeanFWNCK16,
author = {Fran{\c{c}}ois Petitjean and
Germain Forestier and
Geoffrey I. Webb and
Ann E. Nicholson and
Yanping Chen and
Eamonn J. Keogh},
title = {Faster and more accurate classification of time series by exploiting
a novel dynamic time warping averaging algorithm},
journal = {Knowl. Inf. Syst.},
volume = {47},
number = {1},
pages = {1--26},
year = {2016},
url = {https://doi.org/10.1007/s10115-015-0878-8},
doi = {10.1007/S10115-015-0878-8},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/PetitjeanFWNCK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZaidiWCPC16,
author = {Nayyar Abbas Zaidi and
Geoffrey I. Webb and
Mark James Carman and
Fran{\c{c}}ois Petitjean and
Jes{\'{u}}s Cerquides},
title = {ALR\({}^{\mbox{n}}\): accelerated higher-order logistic regression},
journal = {Mach. Learn.},
volume = {104},
number = {2-3},
pages = {151--194},
year = {2016},
url = {https://doi.org/10.1007/s10994-016-5574-8},
doi = {10.1007/S10994-016-5574-8},
timestamp = {Fri, 03 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZaidiWCPC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WebbP16,
author = {Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {A Multiple Test Correction for Streams and Cascades of Statistical
Hypothesis Tests},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1255--1264},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939775},
doi = {10.1145/2939672.2939775},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WebbP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PetitjeanW16,
author = {Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Scalable Learning of Graphical Models},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {2131--2132},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2945382},
doi = {10.1145/2939672.2945382},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PetitjeanW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZaidiPW16,
author = {Nayyar Abbas Zaidi and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
editor = {James Bailey and
Latifur Khan and
Takashi Washio and
Gillian Dobbie and
Joshua Zhexue Huang and
Ruili Wang},
title = {Preconditioning an Artificial Neural Network Using Naive Bayes},
booktitle = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia
Conference, {PAKDD} 2016, Auckland, New Zealand, April 19-22, 2016,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9651},
pages = {341--353},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-31753-3\_28},
doi = {10.1007/978-3-319-31753-3\_28},
timestamp = {Fri, 03 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ZaidiPW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/LiLWWZWS15,
author = {Fuyi Li and
Chen Li and
Mingjun Wang and
Geoffrey I. Webb and
Yang Zhang and
James C. Whisstock and
Jiangning Song},
title = {GlycoMine: a machine learning-based approach for predicting N-, {C-}
and O-linked glycosylation in the human proteome},
journal = {Bioinform.},
volume = {31},
number = {9},
pages = {1411--1419},
year = {2015},
url = {https://doi.org/10.1093/bioinformatics/btu852},
doi = {10.1093/BIOINFORMATICS/BTU852},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/LiLWWZWS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/OngBHSW15,
author = {Cheng Soon Ong and
Wray L. Buntine and
Tu Bao Ho and
Masashi Sugiyama and
Geoffrey I. Webb},
title = {Introduction: special issue of selected papers of {ACML} 2013},
journal = {Mach. Learn.},
volume = {99},
number = {2},
pages = {165--167},
year = {2015},
url = {https://doi.org/10.1007/s10994-015-5492-1},
doi = {10.1007/S10994-015-5492-1},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/OngBHSW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PetitjeanW15,
author = {Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Scaling log-linear analysis to datasets with thousands of variables},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {469--477},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.53},
doi = {10.1137/1.9781611974010.53},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/PetitjeanW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2015,
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
publisher = {{ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2783258},
isbn = {978-1-4503-3664-2},
timestamp = {Mon, 10 Aug 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiWP15,
author = {Tao Li and
Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean},
title = {Exact discovery of the most interesting sequential patterns},
journal = {CoRR},
volume = {abs/1506.08009},
year = {2015},
url = {http://arxiv.org/abs/1506.08009},
eprinttype = {arXiv},
eprint = {1506.08009},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiWP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZaidiWCP15,
author = {Nayyar Abbas Zaidi and
Geoffrey I. Webb and
Mark James Carman and
Fran{\c{c}}ois Petitjean},
title = {Deep Broad Learning - Big Models for Big Data},
journal = {CoRR},
volume = {abs/1509.01346},
year = {2015},
url = {http://arxiv.org/abs/1509.01346},
eprinttype = {arXiv},
eprint = {1509.01346},
timestamp = {Thu, 18 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZaidiWCP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WebbHCNP15,
author = {Geoffrey I. Webb and
Roy Hyde and
Hong Cao and
Hai{-}Long Nguyen and
Fran{\c{c}}ois Petitjean},
title = {Characterizing Concept Drift},
journal = {CoRR},
volume = {abs/1511.03816},
year = {2015},
url = {http://arxiv.org/abs/1511.03816},
eprinttype = {arXiv},
eprint = {1511.03816},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WebbHCNP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/ProvostWBEFP14,
author = {Foster J. Provost and
Geoffrey I. Webb and
Ron Bekkerman and
Oren Etzioni and
Usama M. Fayyad and
Claudia Perlich},
title = {A Data Scientist's Guide to Start-Ups},
journal = {Big Data},
volume = {2},
number = {3},
pages = {117--128},
year = {2014},
url = {https://doi.org/10.1089/big.2014.0031},
doi = {10.1089/BIG.2014.0031},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdata/ProvostWBEFP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PetitjeanFWNCK14,
author = {Fran{\c{c}}ois Petitjean and
Germain Forestier and
Geoffrey I. Webb and
Ann E. Nicholson and
Yanping Chen and
Eamonn J. Keogh},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Dynamic Time Warping Averaging of Time Series Allows Faster and More
Accurate Classification},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {470--479},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.27},
doi = {10.1109/ICDM.2014.27},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PetitjeanFWNCK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PetitjeanAW14,
author = {Fran{\c{c}}ois Petitjean and
Lloyd Allison and
Geoffrey I. Webb},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {A Statistically Efficient and Scalable Method for Log-Linear Analysis
of High-Dimensional Data},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {480--489},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.23},
doi = {10.1109/ICDM.2014.23},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PetitjeanAW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Webb14,
author = {Geoffrey I. Webb},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Contrary to Popular Belief Incremental Discretization can be Sound,
Computationally Efficient and Extremely Useful for Streaming Data},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {1031--1036},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.123},
doi = {10.1109/ICDM.2014.123},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Webb14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZaidiCCW14,
author = {Nayyar Abbas Zaidi and
Mark James Carman and
Jes{\'{u}}s Cerquides and
Geoffrey I. Webb},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Naive-Bayes Inspired Effective Pre-Conditioner for Speeding-Up Logistic
Regression},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {1097--1102},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.53},
doi = {10.1109/ICDM.2014.53},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZaidiCCW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RamakrishnanW14,
author = {Raghu Ramakrishnan and
Geoffrey I. Webb},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Does social good justify risking personal privacy?},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {1965},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2630814},
doi = {10.1145/2623330.2630814},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/RamakrishnanW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HamalainenW14,
author = {Wilhelmiina H{\"{a}}m{\"{a}}l{\"{a}}inen and
Geoffrey I. Webb},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Statistically sound pattern discovery},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {1976},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2630812},
doi = {10.1145/2623330.2630812},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HamalainenW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ChenMW14,
author = {Shenglei Chen and
Ana M. Mart{\'{\i}}nez and
Geoffrey I. Webb},
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Highly Scalable Attribute Selection for Averaged One-Dependence Estimators},
booktitle = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8444},
pages = {86--97},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06605-9\_8},
doi = {10.1007/978-3-319-06605-9\_8},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ChenMW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HamalainenPW14,
author = {Wilhelmiina H{\"{a}}m{\"{a}}l{\"{a}}inen and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
editor = {Wilhelmiina H{\"{a}}m{\"{a}}l{\"{a}}inen and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
title = {Preface to the 1st {ECML/PKDD} workshop on Statistically Sound Data
Mining},
booktitle = {1st {ECML/PKDD} Workshop on Statistically Sound Data Mining, {SSDM}
2014, held at {ECML/PKDD} 2014, Nancy, France, September 15, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {47},
pages = {1--2},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v47/preface.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HamalainenPW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2014ssdm,
editor = {Wilhelmiina H{\"{a}}m{\"{a}}l{\"{a}}inen and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
title = {1st {ECML/PKDD} Workshop on Statistically Sound Data Mining, {SSDM}
2014, held at {ECML/PKDD} 2014, Nancy, France, September 15, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {47},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v47/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2014ssdm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZaidiCCW13,
author = {Nayyar Abbas Zaidi and
Jes{\'{u}}s Cerquides and
Mark James Carman and
Geoffrey I. Webb},
title = {Alleviating naive Bayes attribute independence assumption by attribute
weighting},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1947--1988},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567725},
doi = {10.5555/2567709.2567725},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZaidiCCW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WebbV13,
author = {Geoffrey I. Webb and
Jilles Vreeken},
title = {Efficient Discovery of the Most Interesting Associations},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {8},
number = {3},
pages = {15:1--15:31},
year = {2013},
url = {https://doi.org/10.1145/2601433},
doi = {10.1145/2601433},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WebbV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PetitjeanWN13,
author = {Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb and
Ann E. Nicholson},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Scaling Log-Linear Analysis to High-Dimensional Data},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {597--606},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.17},
doi = {10.1109/ICDM.2013.17},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PetitjeanWN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ProvostW13,
author = {Foster J. Provost and
Geoffrey I. Webb},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {Panel: a data scientist's guide to making money from start-ups},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {1445},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2494523},
doi = {10.1145/2487575.2494523},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ProvostW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZaidiW13,
author = {Nayyar Abbas Zaidi and
Geoffrey I. Webb},
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {Fast and Effective Single Pass Bayesian Learning},
booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7818},
pages = {149--160},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37453-1\_13},
doi = {10.1007/978-3-642-37453-1\_13},
timestamp = {Thu, 18 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/ZaidiW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WebbBZTS12,
author = {Geoffrey I. Webb and
Janice R. Boughton and
Fei Zheng and
Kai Ming Ting and
Houssam Salem},
title = {Learning by extrapolation from marginal to full-multivariate probability
distributions: decreasingly naive Bayesian classification},
journal = {Mach. Learn.},
volume = {86},
number = {2},
pages = {233--272},
year = {2012},
url = {https://doi.org/10.1007/s10994-011-5263-6},
doi = {10.1007/S10994-011-5263-6},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/WebbBZTS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhengWSZ12,
author = {Fei Zheng and
Geoffrey I. Webb and
Pramuditha Suraweera and
Liguang Zhu},
title = {Subsumption resolution: an efficient and effective technique for semi-naive
Bayesian learning},
journal = {Mach. Learn.},
volume = {87},
number = {1},
pages = {93--125},
year = {2012},
url = {https://doi.org/10.1007/s10994-011-5275-2},
doi = {10.1007/S10994-011-5275-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ZhengWSZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adc/Webb12,
author = {Geoffrey I. Webb},
editor = {Rui Zhang and
Yanchun Zhang},
title = {Discovering Associations in High-Dimensional Data},
booktitle = {Twenty-Third Australasian Database Conference, {ADC} 2012, Melbourne,
Australia, January 2012},
series = {{CRPIT}},
volume = {124},
pages = {7},
publisher = {Australian Computer Society},
year = {2012},
url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV124Webb.html},
timestamp = {Thu, 25 Jul 2019 14:09:43 +0200},
biburl = {https://dblp.org/rec/conf/adc/Webb12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/MartinezWFG12,
author = {Ana M. Mart{\'{\i}}nez and
Geoffrey I. Webb and
M. Julia Flores and
Jos{\'{e}} A. G{\'{a}}mez},
editor = {Emilio Corchado and
V{\'{a}}clav Sn{\'{a}}sel and
Ajith Abraham and
Michal Wozniak and
Manuel Gra{\~{n}}a and
Sung{-}Bae Cho},
title = {Non-Disjoint Discretization for Aggregating One-Dependence Estimator
Classifiers},
booktitle = {Hybrid Artificial Intelligent Systems - 7th International Conference,
{HAIS} 2012, Salamanca, Spain, March 28-30th, 2012. Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {7209},
pages = {151--162},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-28931-6\_15},
doi = {10.1007/978-3-642-28931-6\_15},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/MartinezWFG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/SalemSWB12,
author = {Houssam Salem and
Pramuditha Suraweera and
Geoffrey I. Webb and
Janice R. Boughton},
editor = {Pang{-}Ning Tan and
Sanjay Chawla and
Chin Kuan Ho and
James Bailey},
title = {Techniques for Efficient Learning without Search},
booktitle = {Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia
Conference, {PAKDD} 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7301},
pages = {50--61},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30217-6\_5},
doi = {10.1007/978-3-642-30217-6\_5},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/SalemSWB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2012,
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/xpl/conhome/6412852/proceeding},
isbn = {978-1-4673-4649-8},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2012w,
editor = {Jilles Vreeken and
Charles Ling and
Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {12th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, Brussels, Belgium, December 10, 2012},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/xpl/conhome/6403636/proceeding},
isbn = {978-1-4673-5164-5},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2012w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbcb/SongTBSMWAWP11,
author = {Jiangning Song and
Hao Tan and
Sarah E. Boyd and
Hong{-}Bin Shen and
Khalid Mahmood and
Geoffrey I. Webb and
Tatsuya Akutsu and
James C. Whisstock and
Robert N. Pike},
title = {Bioinformatic Approaches for Predicting substrates of Proteases},
journal = {J. Bioinform. Comput. Biol.},
volume = {9},
number = {1},
pages = {149--178},
year = {2011},
url = {https://doi.org/10.1142/S0219720011005288},
doi = {10.1142/S0219720011005288},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbcb/SongTBSMWAWP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TingWTTW11,
author = {Kai Ming Ting and
Jonathan R. Wells and
Swee Chuan Tan and
Shyh Wei Teng and
Geoffrey I. Webb},
title = {Feature-subspace aggregating: ensembles for stable and unstable learners},
journal = {Mach. Learn.},
volume = {82},
number = {3},
pages = {375--397},
year = {2011},
url = {https://doi.org/10.1007/s10994-010-5224-5},
doi = {10.1007/S10994-010-5224-5},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/TingWTTW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/Webb11,
author = {Geoffrey I. Webb},
title = {Filtered-top-\emph{k} association discovery},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {1},
number = {3},
pages = {183--192},
year = {2011},
url = {https://doi.org/10.1002/widm.28},
doi = {10.1002/WIDM.28},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/Webb11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/SongTSMBWAW10,
author = {Jiangning Song and
Hao Tan and
Hong{-}Bin Shen and
Khalid Mahmood and
Sarah E. Boyd and
Geoffrey I. Webb and
Tatsuya Akutsu and
James C. Whisstock},
title = {Cascleave: towards more accurate prediction of caspase substrate cleavage
sites},
journal = {Bioinform.},
volume = {26},
number = {6},
pages = {752--760},
year = {2010},
url = {https://doi.org/10.1093/bioinformatics/btq043},
doi = {10.1093/BIOINFORMATICS/BTQ043},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/SongTSMBWAW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/MahmoodKSBWW10,
author = {Khalid Mahmood and
Arun Siddharth Konagurthu and
Jiangning Song and
Ashley M. Buckle and
Geoffrey I. Webb and
James C. Whisstock},
title = {{EGM:} encapsulated gene-by-gene matching to identify gene orthologs
and homologous segments in genomes},
journal = {Bioinform.},
volume = {26},
number = {17},
pages = {2076--2084},
year = {2010},
url = {https://doi.org/10.1093/bioinformatics/btq339},
doi = {10.1093/BIOINFORMATICS/BTQ339},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/MahmoodKSBWW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Webb10,
author = {Geoffrey I. Webb},
title = {Self-sufficient itemsets: An approach to screening potentially interesting
associations between items},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {4},
number = {1},
pages = {3:1--3:20},
year = {2010},
url = {https://doi.org/10.1145/1644873.1644876},
doi = {10.1145/1644873.1644876},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/Webb10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dmkdh/YangWW10,
author = {Ying Yang and
Geoffrey I. Webb and
Xindong Wu},
editor = {Oded Maimon and
Lior Rokach},
title = {Discretization Methods},
booktitle = {Data Mining and Knowledge Discovery Handbook, 2nd ed},
pages = {101--116},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-09823-4\_6},
doi = {10.1007/978-0-387-09823-4\_6},
timestamp = {Tue, 25 Feb 2020 11:33:46 +0100},
biburl = {https://dblp.org/rec/reference/dmkdh/YangWW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2010,
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://ieeexplore.ieee.org/xpl/conhome/5690658/proceeding},
isbn = {978-0-7695-4256-0},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2010w,
editor = {Wei Fan and
Wynne Hsu and
Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
Workshops, Sydney, Australia, 13 December 2010},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://ieeexplore.ieee.org/xpl/conhome/5691154/proceeding},
isbn = {978-0-7695-4257-7},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2010w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:reference/ml/2010,
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Encyclopedia of Machine Learning},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8},
doi = {10.1007/978-0-387-30164-8},
isbn = {978-0-387-30768-8},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/ml/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb10,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Algorithm Evaluation},
booktitle = {Encyclopedia of Machine Learning},
pages = {35--36},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_18},
doi = {10.1007/978-0-387-30164-8\_18},
timestamp = {Wed, 14 Nov 2018 10:51:34 +0100},
biburl = {https://dblp.org/rec/reference/ml/Webb10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/ZhengW10,
author = {Fei Zheng and
Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Averaged One-Dependence Estimators},
booktitle = {Encyclopedia of Machine Learning},
pages = {63--64},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_48},
doi = {10.1007/978-0-387-30164-8\_48},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/ZhengW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb10a,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Bayes Rule},
booktitle = {Encyclopedia of Machine Learning},
pages = {74--75},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_62},
doi = {10.1007/978-0-387-30164-8\_62},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Webb10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb10b,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Data Preparation},
booktitle = {Encyclopedia of Machine Learning},
pages = {259--260},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_194},
doi = {10.1007/978-0-387-30164-8\_194},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Webb10b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/LiuW10,
author = {Bin Liu and
Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Generative and Discriminative Learning},
booktitle = {Encyclopedia of Machine Learning},
pages = {454--455},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_332},
doi = {10.1007/978-0-387-30164-8\_332},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/LiuW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb10c,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Lazy Learning},
booktitle = {Encyclopedia of Machine Learning},
pages = {571--572},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_443},
doi = {10.1007/978-0-387-30164-8\_443},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Webb10c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb10d,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Model Evaluation},
booktitle = {Encyclopedia of Machine Learning},
pages = {683},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_550},
doi = {10.1007/978-0-387-30164-8\_550},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Webb10d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb10e,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {MultiBoosting},
booktitle = {Encyclopedia of Machine Learning},
pages = {699--701},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_567},
doi = {10.1007/978-0-387-30164-8\_567},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Webb10e.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb10f,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Na{\"{\i}}ve Bayes},
booktitle = {Encyclopedia of Machine Learning},
pages = {713--714},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_576},
doi = {10.1007/978-0-387-30164-8\_576},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Webb10f.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb10g,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Occam's Razor},
booktitle = {Encyclopedia of Machine Learning},
pages = {735},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_609},
doi = {10.1007/978-0-387-30164-8\_609},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Webb10g.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb10h,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Overfitting},
booktitle = {Encyclopedia of Machine Learning},
pages = {744},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_623},
doi = {10.1007/978-0-387-30164-8\_623},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Webb10h.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb10i,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Posterior Probability},
booktitle = {Encyclopedia of Machine Learning},
pages = {780},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_648},
doi = {10.1007/978-0-387-30164-8\_648},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Webb10i.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Webb10j,
author = {Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Prior Probability},
booktitle = {Encyclopedia of Machine Learning},
pages = {782},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_658},
doi = {10.1007/978-0-387-30164-8\_658},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Webb10j.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/ZhengW10a,
author = {Fei Zheng and
Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Semi-Naive Bayesian Learning},
booktitle = {Encyclopedia of Machine Learning},
pages = {889--892},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_748},
doi = {10.1007/978-0-387-30164-8\_748},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/ZhengW10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/NovakLW10,
author = {Petra Kralj Novak and
Nada Lavrac and
Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Supervised Descriptive Rule Induction},
booktitle = {Encyclopedia of Machine Learning},
pages = {938--941},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_802},
doi = {10.1007/978-0-387-30164-8\_802},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/NovakLW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/ZhengW10b,
author = {Fei Zheng and
Geoffrey I. Webb},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Tree Augmented Naive Bayes},
booktitle = {Encyclopedia of Machine Learning},
pages = {990--991},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_850},
doi = {10.1007/978-0-387-30164-8\_850},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/ZhengW10b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NovakLW09,
author = {Petra Kralj Novak and
Nada Lavrac and
Geoffrey I. Webb},
title = {Supervised Descriptive Rule Discovery: {A} Unifying Survey of Contrast
Set, Emerging Pattern and Subgroup Mining},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {377--403},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577083},
doi = {10.5555/1577069.1577083},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NovakLW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YangW09,
author = {Ying Yang and
Geoffrey I. Webb},
title = {Discretization for naive-Bayes learning: managing discretization bias
and variance},
journal = {Mach. Learn.},
volume = {74},
number = {1},
pages = {39--74},
year = {2009},
url = {https://doi.org/10.1007/s10994-008-5083-5},
doi = {10.1007/S10994-008-5083-5},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/YangW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HuiYW09,
author = {Bei Hui and
Ying Yang and
Geoffrey I. Webb},
title = {Anytime classification for a pool of instances},
journal = {Mach. Learn.},
volume = {77},
number = {1},
pages = {61--102},
year = {2009},
url = {https://doi.org/10.1007/s10994-009-5118-6},
doi = {10.1007/S10994-009-5118-6},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HuiYW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/TingWTTW09,
author = {Kai Ming Ting and
Jonathan R. Wells and
Swee Chuan Tan and
Shyh Wei Teng and
Geoffrey I. Webb},
editor = {J{\'{o}}n Atli Benediktsson and
Josef Kittler and
Fabio Roli},
title = {FaSS: Ensembles for Stable Learners},
booktitle = {Multiple Classifier Systems, 8th International Workshop, {MCS} 2009,
Reykjavik, Iceland, June 10-12, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5519},
pages = {364--374},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02326-2\_37},
doi = {10.1007/978-3-642-02326-2\_37},
timestamp = {Mon, 28 Jun 2021 15:15:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/TingWTTW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiuYWB09,
author = {Bin Liu and
Ying Yang and
Geoffrey I. Webb and
Janice R. Boughton},
editor = {Thanaruk Theeramunkong and
Boonserm Kijsirikul and
Nick Cercone and
Tu Bao Ho},
title = {A Comparative Study of Bandwidth Choice in Kernel Density Estimation
for Naive Bayesian Classification},
booktitle = {Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia
Conference, {PAKDD} 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5476},
pages = {302--313},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01307-2\_29},
doi = {10.1007/978-3-642-01307-2\_29},
timestamp = {Fri, 25 Dec 2020 01:15:13 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/LiuYWB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Webb08,
author = {Geoffrey I. Webb},
title = {Discovering significant patterns},
journal = {Mach. Learn.},
volume = {71},
number = {1},
pages = {131},
year = {2008},
url = {https://doi.org/10.1007/s10994-008-5045-y},
doi = {10.1007/S10994-008-5045-Y},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Webb08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Webb08a,
author = {Geoffrey I. Webb},
title = {Layered critical values: a powerful direct-adjustment approach to
discovering significant patterns},
journal = {Mach. Learn.},
volume = {71},
number = {2-3},
pages = {307--323},
year = {2008},
url = {https://doi.org/10.1007/s10994-008-5046-x},
doi = {10.1007/S10994-008-5046-X},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Webb08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausdm/Webb08,
author = {Geoffrey I. Webb},
editor = {John F. Roddick and
Jiuyong Li and
Peter Christen and
Paul J. Kennedy},
title = {Multi-Strategy Ensemble Learning, Ensembles of Bayesian Classifiers,
and the Problem of False Discoveries},
booktitle = {Data Mining and Analytics 2008, Proceedings of the Seventh Australasian
Data Mining Conference (AusDM 2008). Glenelg/Adelaide, SA, Australia,
27-28 November 2008, Proceedings},
series = {{CRPIT}},
volume = {87},
pages = {15},
publisher = {Australian Computer Society},
year = {2008},
timestamp = {Wed, 07 Jan 2009 13:41:20 +0100},
biburl = {https://dblp.org/rec/conf/ausdm/Webb08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/Webb07,
author = {Geoffrey I. Webb},
title = {Editorial},
journal = {Data Min. Knowl. Discov.},
volume = {15},
number = {1},
pages = {1--2},
year = {2007},
url = {https://doi.org/10.1007/s10618-007-0075-9},
doi = {10.1007/S10618-007-0075-9},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/Webb07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Webb07,
author = {Geoffrey I. Webb},
title = {Discovering Significant Patterns},
journal = {Mach. Learn.},
volume = {68},
number = {1},
pages = {1--33},
year = {2007},
url = {https://doi.org/10.1007/s10994-007-5006-x},
doi = {10.1007/S10994-007-5006-X},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Webb07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YangWKT07,
author = {Ying Yang and
Geoffrey I. Webb and
Kevin B. Korb and
Kai Ming Ting},
title = {Classifying under computational resource constraints: anytime classification
using probabilistic estimators},
journal = {Mach. Learn.},
volume = {69},
number = {1},
pages = {35--53},
year = {2007},
url = {https://doi.org/10.1007/s10994-007-5020-z},
doi = {10.1007/S10994-007-5020-Z},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/YangWKT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YangWCKBT07,
author = {Ying Yang and
Geoffrey I. Webb and
Jes{\'{u}}s Cerquides and
Kevin B. Korb and
Janice R. Boughton and
Kai Ming Ting},
title = {To Select or To Weigh: {A} Comparative Study of Linear Combination
Schemes for SuperParent-One-Dependence Estimators},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {19},
number = {12},
pages = {1652--1665},
year = {2007},
url = {https://doi.org/10.1109/TKDE.2007.190650},
doi = {10.1109/TKDE.2007.190650},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/YangWCKBT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/ZhengW07,
author = {Fei Zheng and
Geoffrey I. Webb},
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {Finding the Right Family: Parent and Child Selection for Averaged
One-Dependence Estimators},
booktitle = {Machine Learning: {ECML} 2007, 18th European Conference on Machine
Learning, Warsaw, Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4701},
pages = {490--501},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74958-5\_45},
doi = {10.1007/978-3-540-74958-5\_45},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/ZhengW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/Webb07,
author = {Geoffrey I. Webb},
editor = {Zhi{-}Hua Zhou and
Hang Li and
Qiang Yang},
title = {Finding the Real Patterns},
booktitle = {Advances in Knowledge Discovery and Data Mining, 11th Pacific-Asia
Conference, {PAKDD} 2007, Nanjing, China, May 22-25, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4426},
pages = {6},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-71701-0\_2},
doi = {10.1007/978-3-540-71701-0\_2},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/Webb07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/LuYW06,
author = {Jingli Lu and
Ying Yang and
Geoffrey I. Webb},
editor = {Xue Li and
Osmar R. Za{\"{\i}}ane and
Zhanhuai Li},
title = {Incremental Discretization for Na{\"{\i}}ve-Bayes Classifier},
booktitle = {Advanced Data Mining and Applications, Second International Conference,
{ADMA} 2006, Xi'an, China, August 14-16, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4093},
pages = {223--238},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11811305\_25},
doi = {10.1007/11811305\_25},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adma/LuYW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amt/Webb06,
author = {Geoffrey I. Webb},
editor = {Yuefeng Li and
Mark Looi and
Ning Zhong},
title = {Anytime learning and classification for online applications},
booktitle = {Advances in Intelligent {IT} - Active Media Technology 2006, Proceedings
of the 4th International Conference on Active Media Technology, {AMT}
2006, June 7-9, 2006, Brisbane, Australia},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {138},
pages = {7--12},
publisher = {{IOS} Press},
year = {2006},
url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=1498},
timestamp = {Tue, 21 Feb 2017 13:43:19 +0100},
biburl = {https://dblp.org/rec/conf/amt/Webb06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/YangWCKBT06,
author = {Ying Yang and
Geoffrey I. Webb and
Jes{\'{u}}s Cerquides and
Kevin B. Korb and
Janice R. Boughton and
Kai Ming Ting},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {To Select or To Weigh: {A} Comparative Study of Model Selection and
Model Weighing for {SPODE} Ensembles},
booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine
Learning, Berlin, Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4212},
pages = {533--544},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871842\_50},
doi = {10.1007/11871842\_50},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/YangWCKBT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhengW06,
author = {Fei Zheng and
Geoffrey I. Webb},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Efficient lazy elimination for averaged one-dependence estimators},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {1113--1120},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143984},
doi = {10.1145/1143844.1143984},
timestamp = {Tue, 19 Nov 2019 09:25:06 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhengW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Webb06,
author = {Geoffrey I. Webb},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {Discovering significant rules},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {434--443},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150451},
doi = {10.1145/1150402.1150451},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Webb06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:conf/ausdm/WebbB06,
author = {Geoffrey I. Webb and
Damien Brain},
editor = {Graham J. Williams and
Simeon J. Simoff},
title = {Generality Is Predictive of Prediction Accuracy},
booktitle = {Data Mining - Theory, Methodology, Techniques, and Applications},
series = {Lecture Notes in Computer Science},
volume = {3755},
pages = {1--13},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11677437\_1},
doi = {10.1007/11677437\_1},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/ausdm/WebbB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:conf/ausdm/HuangW06,
author = {Shiying Huang and
Geoffrey I. Webb},
editor = {Graham J. Williams and
Simeon J. Simoff},
title = {Efficiently Identifying Exploratory Rules' Significance},
booktitle = {Data Mining - Theory, Methodology, Techniques, and Applications},
series = {Lecture Notes in Computer Science},
volume = {3755},
pages = {64--77},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11677437\_6},
doi = {10.1007/11677437\_6},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausdm/HuangW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pricai/2006,
editor = {Qiang Yang and
Geoffrey I. Webb},
title = {{PRICAI} 2006: Trends in Artificial Intelligence, 9th Pacific Rim
International Conference on Artificial Intelligence, Guilin, China,
August 7-11, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4099},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-36668-3},
doi = {10.1007/978-3-540-36668-3},
isbn = {3-540-36667-9},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pricai/2006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/WebbZ05,
author = {Geoffrey I. Webb and
Songmao Zhang},
title = {K-Optimal Rule Discovery},
journal = {Data Min. Knowl. Discov.},
volume = {10},
number = {1},
pages = {39--79},
year = {2005},
url = {https://doi.org/10.1007/s10618-005-0255-4},
doi = {10.1007/S10618-005-0255-4},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/WebbZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WebbBW05,
author = {Geoffrey I. Webb and
Janice R. Boughton and
Zhihai Wang},
title = {Not So Naive Bayes: Aggregating One-Dependence Estimators},
journal = {Mach. Learn.},
volume = {58},
number = {1},
pages = {5--24},
year = {2005},
url = {https://doi.org/10.1007/s10994-005-4258-6},
doi = {10.1007/S10994-005-4258-6},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/WebbBW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WebbT05,
author = {Geoffrey I. Webb and
Kai Ming Ting},
title = {On the Application of {ROC} Analysis to Predict Classification Performance
Under Varying Class Distributions},
journal = {Mach. Learn.},
volume = {58},
number = {1},
pages = {25--32},
year = {2005},
url = {https://doi.org/10.1007/s10994-005-4257-7},
doi = {10.1007/S10994-005-4257-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/WebbT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/Webb05,
author = {Geoffrey I. Webb},
editor = {Shichao Zhang and
Ray Jarvis},
title = {K-Optimal Pattern Discovery: An Efficient and Effective Approach to
Exploratory Data Mining},
booktitle = {{AI} 2005: Advances in Artificial Intelligence, 18th Australian Joint
Conference on Artificial Intelligence, Sydney, Australia, December
5-9, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3809},
pages = {1--2},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11589990\_1},
doi = {10.1007/11589990\_1},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ausai/Webb05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/YangKTW05,
author = {Ying Yang and
Kevin B. Korb and
Kai Ming Ting and
Geoffrey I. Webb},
editor = {Shichao Zhang and
Ray Jarvis},
title = {Ensemble Selection for SuperParent-One-Dependence Estimators},
booktitle = {{AI} 2005: Advances in Artificial Intelligence, 18th Australian Joint
Conference on Artificial Intelligence, Sydney, Australia, December
5-9, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3809},
pages = {102--112},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11589990\_13},
doi = {10.1007/11589990\_13},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausai/YangKTW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HuangW05,
author = {Shiying Huang and
Geoffrey I. Webb},
editor = {Tu Bao Ho and
David Wai{-}Lok Cheung and
Huan Liu},
title = {Pruning Derivative Partial Rules During Impact Rule Discovery},
booktitle = {Advances in Knowledge Discovery and Data Mining, 9th Pacific-Asia
Conference, {PAKDD} 2005, Hanoi, Vietnam, May 18-20, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3518},
pages = {71--80},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11430919\_10},
doi = {10.1007/11430919\_10},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/HuangW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HuangW05,
author = {Shiying Huang and
Geoffrey I. Webb},
editor = {Hillol Kargupta and
Jaideep Srivastava and
Chandrika Kamath and
Arnold Goodman},
title = {Discarding Insignificant Rules during Impact Rule Discovery in Large,
Dense Databases},
booktitle = {Proceedings of the 2005 {SIAM} International Conference on Data Mining,
{SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005},
pages = {541--545},
publisher = {{SIAM}},
year = {2005},
url = {https://doi.org/10.1137/1.9781611972757.57},
doi = {10.1137/1.9781611972757.57},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HuangW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/datamining2005/YangWW05,
author = {Ying Yang and
Geoffrey I. Webb and
Xindong Wu},
editor = {Oded Maimon and
Lior Rokach},
title = {Discretization Methods},
booktitle = {The Data Mining and Knowledge Discovery Handbook},
pages = {113--130},
publisher = {Springer},
year = {2005},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/datamining2005/YangWW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijseke/DaiW04,
author = {Honghua Dai and
Geoffrey I. Webb},
title = {Guest Editors' Introduction},
journal = {Int. J. Softw. Eng. Knowl. Eng.},
volume = {14},
number = {4},
pages = {365--368},
year = {2004},
url = {https://doi.org/10.1142/S0218194004001713},
doi = {10.1142/S0218194004001713},
timestamp = {Sun, 06 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijseke/DaiW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WebbZ04,
author = {Geoffrey I. Webb and
Zijian Zheng},
title = {Multistrategy Ensemble Learning: Reducing Error by Combining Ensemble
Learning Techniques},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {16},
number = {8},
pages = {980--991},
year = {2004},
url = {https://doi.org/10.1109/TKDE.2004.29},
doi = {10.1109/TKDE.2004.29},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WebbZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ThiruvadyW04,
author = {Dhananjay R. Thiruvady and
Geoffrey I. Webb},
editor = {Honghua Dai and
Ramakrishnan Srikant and
Chengqi Zhang},
title = {Mining Negative Rules Using {GRD}},
booktitle = {Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia
Conference, {PAKDD} 2004, Sydney, Australia, May 26-28, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3056},
pages = {161--165},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24775-3\_20},
doi = {10.1007/978-3-540-24775-3\_20},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/ThiruvadyW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/WangWZ04,
author = {Zhihai Wang and
Geoffrey I. Webb and
Fei Zheng},
editor = {Honghua Dai and
Ramakrishnan Srikant and
Chengqi Zhang},
title = {Selective Augmented Bayesian Network Classifiers Based on Rough Set
Theory},
booktitle = {Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia
Conference, {PAKDD} 2004, Sydney, Australia, May 26-28, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3056},
pages = {319--328},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24775-3\_40},
doi = {10.1007/978-3-540-24775-3\_40},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/WangWZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ausai/2004,
editor = {Geoffrey I. Webb and
Xinghuo Yu},
title = {{AI} 2004: Advances in Artificial Intelligence, 17th Australian Joint
Conference on Artificial Intelligence, Cairns, Australia, December
4-6, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3339},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/b104336},
doi = {10.1007/B104336},
isbn = {3-540-24059-4},
timestamp = {Wed, 20 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ausai/2004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/ZhangZW03,
author = {Chengqi Zhang and
Shichao Zhang and
Geoffrey I. Webb},
title = {Identifying Approximate Itemsets of Interest in Large Databases},
journal = {Appl. Intell.},
volume = {18},
number = {1},
pages = {91--104},
year = {2003},
url = {https://doi.org/10.1023/A:1020995206763},
doi = {10.1023/A:1020995206763},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/ZhangZW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/YangW03,
author = {Ying Yang and
Geoffrey I. Webb},
editor = {Tam{\'{a}}s D. Gedeon and
Lance Chun Che Fung},
title = {On Why Discretization Works for Naive-Bayes Classifiers},
booktitle = {{AI} 2003: Advances in Artificial Intelligence, 16th Australian Conference
on Artificial Intelligence, Perth, Australia, December 3-5, 2003,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2903},
pages = {440--452},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-24581-0\_37},
doi = {10.1007/978-3-540-24581-0\_37},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ausai/YangW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/WangWZ03,
author = {Zhihai Wang and
Geoffrey I. Webb and
Fei Zheng},
editor = {Tam{\'{a}}s D. Gedeon and
Lance Chun Che Fung},
title = {Adjusting Dependence Relations for Semi-Lazy {TAN} Classifiers},
booktitle = {{AI} 2003: Advances in Artificial Intelligence, 16th Australian Conference
on Artificial Intelligence, Perth, Australia, December 3-5, 2003,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2903},
pages = {453--465},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-24581-0\_38},
doi = {10.1007/978-3-540-24581-0\_38},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausai/WangWZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/ButlerWL03,
author = {Shane M. Butler and
Geoffrey I. Webb and
Rob A. Lewis},
editor = {Tam{\'{a}}s D. Gedeon and
Lance Chun Che Fung},
title = {A Case Study in Feature Invention for Breast Cancer Diagnosis Using
X-Ray Scatter Images},
booktitle = {{AI} 2003: Advances in Artificial Intelligence, 16th Australian Conference
on Artificial Intelligence, Perth, Australia, December 3-5, 2003,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2903},
pages = {677--685},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-24581-0\_58},
doi = {10.1007/978-3-540-24581-0\_58},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausai/ButlerWL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WebbBN03,
author = {Geoffrey I. Webb and
Shane M. Butler and
Douglas A. Newlands},
editor = {Lise Getoor and
Ted E. Senator and
Pedro M. Domingos and
Christos Faloutsos},
title = {On detecting differences between groups},
booktitle = {Proceedings of the Ninth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, August 24
- 27, 2003},
pages = {256--265},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/956750.956781},
doi = {10.1145/956750.956781},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WebbBN03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ShiWWH03,
author = {Hongbo Shi and
Zhihai Wang and
Geoffrey I. Webb and
Houkuan Huang},
editor = {Kyu{-}Young Whang and
Jongwoo Jeon and
Kyuseok Shim and
Jaideep Srivastava},
title = {A New Restricted Bayesian Network Classifier},
booktitle = {Advances in Knowledge Discovery and Data Mining, 7th Pacific-Asia
Conference, {PAKDD} 2003, Seoul, Korea, April 30 - May 2, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2637},
pages = {265--270},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-36175-8\_26},
doi = {10.1007/3-540-36175-8\_26},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ShiWWH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YangW03,
author = {Ying Yang and
Geoffrey I. Webb},
editor = {Kyu{-}Young Whang and
Jongwoo Jeon and
Kyuseok Shim and
Jaideep Srivastava},
title = {Weighted Proportional k-Interval Discretization for Naive-Bayes Classifiers},
booktitle = {Advances in Knowledge Discovery and Data Mining, 7th Pacific-Asia
Conference, {PAKDD} 2003, Seoul, Korea, April 30 - May 2, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2637},
pages = {501--512},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-36175-8\_50},
doi = {10.1007/3-540-36175-8\_50},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/YangW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/FraymanRW02,
author = {Yakov Frayman and
Bernard F. Rolfe and
Geoffrey I. Webb},
editor = {Bob McKay and
John K. Slaney},
title = {Solving Regression Problems Using Competitive Ensemble Models},
booktitle = {{AI} 2002: Advances in Artificial Intelligence, 15th Australian Joint
Conference on Artificial Intelligence, Canberra, Australia, December
2-6, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2557},
pages = {511--522},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-36187-1\_45},
doi = {10.1007/3-540-36187-1\_45},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ausai/FraymanRW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausdm/WangW02,
author = {Zhihai Wang and
Geoffrey I. Webb},
editor = {Simeon J. Simoff and
Graham J. Williams and
Markus Hegland},
title = {A Heuristic Lazy Bayesian Rule Algorithm},
booktitle = {The 15th Australian Joint Conference on Artificial Intelligence 2002,
Proceedings Australasian Data Mining Workshop, Canberra, Australia,
3rd December 2002},
pages = {57--64},
publisher = {University of Technology Sydney, Australia},
year = {2002},
timestamp = {Thu, 12 Mar 2020 11:34:27 +0100},
biburl = {https://dblp.org/rec/conf/ausdm/WangW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausdm/WebbBW02,
author = {Geoffrey I. Webb and
Janice R. Boughton and
Zhihai Wang},
editor = {Simeon J. Simoff and
Graham J. Williams and
Markus Hegland},
title = {Averaged One-Dependence Estimators: Preliminary Results},
booktitle = {The 15th Australian Joint Conference on Artificial Intelligence 2002,
Proceedings Australasian Data Mining Workshop, Canberra, Australia,
3rd December 2002},
pages = {65--74},
publisher = {University of Technology Sydney, Australia},
year = {2002},
timestamp = {Fri, 15 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ausdm/WebbBW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangW02,
author = {Zhihai Wang and
Geoffrey I. Webb},
title = {Comparison of Lazy Bayesian Rule and Tree-Augmented Bayesian Learning},
booktitle = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
{(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
pages = {490--497},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICDM.2002.1183993},
doi = {10.1109/ICDM.2002.1183993},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PearceWSG02,
author = {James E. Pearce and
Geoffrey I. Webb and
Robin N. Shaw and
Brian J. Garner},
title = {Experimentation and Self Learning in Continuous Database Marketing},
booktitle = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
{(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
pages = {775--778},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICDM.2002.1184051},
doi = {10.1109/ICDM.2002.1184051},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PearceWSG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangW02,
author = {Ying Yang and
Geoffrey I. Webb},
editor = {Claude Sammut and
Achim G. Hoffmann},
title = {Non-Disjoint Discretization for Naive-Bayes Classifiers},
booktitle = {Machine Learning, Proceedings of the Nineteenth International Conference
{(ICML} 2002), University of New South Wales, Sydney, Australia, July
8-12, 2002},
pages = {666--673},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Fri, 08 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BrainW02,
author = {Damien Brain and
Geoffrey I. Webb},
editor = {Tapio Elomaa and
Heikki Mannila and
Hannu Toivonen},
title = {The Need for Low Bias Algorithms in Classification Learning from Large
Data Sets},
booktitle = {Principles of Data Mining and Knowledge Discovery, 6th European Conference,
{PKDD} 2002, Helsinki, Finland, August 19-23, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2431},
pages = {62--73},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45681-3\_6},
doi = {10.1007/3-540-45681-3\_6},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BrainW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/WebbPB01,
author = {Geoffrey I. Webb and
Michael J. Pazzani and
Daniel Billsus},
title = {Machine Learning for User Modeling},
journal = {User Model. User Adapt. Interact.},
volume = {11},
number = {1-2},
pages = {19--29},
year = {2001},
url = {https://doi.org/10.1023/A:1011117102175},
doi = {10.1023/A:1011117102175},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/umuai/WebbPB01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/Webb01,
author = {Geoffrey I. Webb},
editor = {Markus Stumptner and
Dan Corbett and
Michael J. Brooks},
title = {Candidate Elimination Criteria for Lazy Bayesian Rules},
booktitle = {{AI} 2001: Advances in Artificial Intelligence, 14th Australian Joint
Conference on Artificial Intelligence, Adelaide, Australia, December
10-14, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2256},
pages = {545--556},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45656-2\_47},
doi = {10.1007/3-540-45656-2\_47},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ausai/Webb01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/ZhangW01,
author = {Songmao Zhang and
Geoffrey I. Webb},
editor = {Markus Stumptner and
Dan Corbett and
Michael J. Brooks},
title = {Further Pruning for Efficient Association Rule Discovery},
booktitle = {{AI} 2001: Advances in Artificial Intelligence, 14th Australian Joint
Conference on Artificial Intelligence, Adelaide, Australia, December
10-14, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2256},
pages = {605--618},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45656-2\_52},
doi = {10.1007/3-540-45656-2\_52},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausai/ZhangW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/YangW01,
author = {Ying Yang and
Geoffrey I. Webb},
editor = {Luc De Raedt and
Peter A. Flach},
title = {Proportional k-Interval Discretization for Naive-Bayes Classifiers},
booktitle = {Machine Learning: {EMCL} 2001, 12th European Conference on Machine
Learning, Freiburg, Germany, September 5-7, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2167},
pages = {564--575},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44795-4\_48},
doi = {10.1007/3-540-44795-4\_48},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/YangW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Webb01,
author = {Geoffrey I. Webb},
editor = {Doheon Lee and
Mario Schkolnick and
Foster J. Provost and
Ramakrishnan Srikant},
title = {Discovering associations with numeric variables},
booktitle = {Proceedings of the seventh {ACM} {SIGKDD} international conference
on Knowledge discovery and data mining, San Francisco, CA, USA, August
26-29, 2001},
pages = {383--388},
publisher = {{ACM}},
year = {2001},
url = {https://doi.org/10.1145/502512.502569},
doi = {10.1145/502512.502569},
timestamp = {Tue, 01 Jun 2021 15:21:34 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Webb01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Webb00,
author = {Geoffrey I. Webb},
title = {MultiBoosting: {A} Technique for Combining Boosting and Wagging},
journal = {Mach. Learn.},
volume = {40},
number = {2},
pages = {159--196},
year = {2000},
url = {https://doi.org/10.1023/A:1007659514849},
doi = {10.1023/A:1007659514849},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Webb00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhengW00,
author = {Zijian Zheng and
Geoffrey I. Webb},
title = {Lazy Learning of Bayesian Rules},
journal = {Mach. Learn.},
volume = {41},
number = {1},
pages = {53--84},
year = {2000},
url = {https://doi.org/10.1023/A:1007613203719},
doi = {10.1023/A:1007613203719},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ZhengW00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Webb00,
author = {Geoffrey I. Webb},
editor = {Raghu Ramakrishnan and
Salvatore J. Stolfo and
Roberto J. Bayardo and
Ismail Parsa},
title = {Efficient search for association rules},
booktitle = {Proceedings of the sixth {ACM} {SIGKDD} international conference on
Knowledge discovery and data mining, Boston, MA, USA, August 20-23,
2000},
pages = {99--107},
publisher = {{ACM}},
year = {2000},
url = {https://doi.org/10.1145/347090.347112},
doi = {10.1145/347090.347112},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Webb00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WebbWZ99,
author = {Geoffrey I. Webb and
Jason Wells and
Zijian Zheng},
title = {An Experimental Evaluation of Integrating Machine Learning with Knowledge
Acquisition},
journal = {Mach. Learn.},
volume = {35},
number = {1},
pages = {5--23},
year = {1999},
url = {https://doi.org/10.1023/A:1007504102006},
doi = {10.1023/A:1007504102006},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/WebbWZ99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhengWT99,
author = {Zijian Zheng and
Geoffrey I. Webb and
Kai Ming Ting},
editor = {Ivan Bratko and
Saso Dzeroski},
title = {Lazy Bayesian Rules: {A} Lazy Semi-Naive Bayesian Learning Technique
Competitive to Boosting Decision Trees},
booktitle = {Proceedings of the Sixteenth International Conference on Machine Learning
{(ICML} 1999), Bled, Slovenia, June 27 - 30, 1999},
pages = {493--502},
publisher = {Morgan Kaufmann},
year = {1999},
timestamp = {Tue, 03 Dec 2002 12:31:12 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhengWT99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Webb99,
author = {Geoffrey I. Webb},
editor = {Thomas Dean},
title = {Decision Tree Grafting From the All Tests But One Partition},
booktitle = {Proceedings of the Sixteenth International Joint Conference on Artificial
Intelligence, {IJCAI} 99, Stockholm, Sweden, July 31 - August 6, 1999.
2 Volumes, 1450 pages},
pages = {702--707},
publisher = {Morgan Kaufmann},
year = {1999},
url = {http://ijcai.org/Proceedings/99-2/Papers/007.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:16 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Webb99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhengW99,
author = {Zijian Zheng and
Geoffrey I. Webb},
editor = {Ning Zhong and
Lizhu Zhou},
title = {Stochastic Attribute Selection Committees with Aultiple Boosting:
Learning More Accurate and More Stable Classifer Committees},
booktitle = {Methodologies for Knowledge Discovery and Data Mining, Third Pacific-Asia
Conference, PAKDD-99, Beijing, China, April 26-28, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1574},
pages = {123--132},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-48912-6\_17},
doi = {10.1007/3-540-48912-6\_17},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ZhengW99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/NewlandsW99,
author = {Douglas A. Newlands and
Geoffrey I. Webb},
editor = {Ning Zhong and
Lizhu Zhou},
title = {Convex Hulls in Concept Induction},
booktitle = {Methodologies for Knowledge Discovery and Data Mining, Third Pacific-Asia
Conference, PAKDD-99, Beijing, China, April 26-28, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1574},
pages = {306--316},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-48912-6\_42},
doi = {10.1007/3-540-48912-6\_42},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/NewlandsW99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/Webb98,
author = {Geoffrey I. Webb},
title = {Preface to {UMUAI} Special Issue on Machine Learning for User Modeling},
journal = {User Model. User Adapt. Interact.},
volume = {8},
number = {1-2},
pages = {1--3},
year = {1998},
url = {https://doi.org/10.1023/A:1008297609075},
doi = {10.1023/A:1008297609075},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/umuai/Webb98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/ChiuW98,
author = {Bark Cheung Chiu and
Geoffrey I. Webb},
title = {Using Decision Trees for Agent Modeling: Improving Prediction Performance},
journal = {User Model. User Adapt. Interact.},
volume = {8},
number = {1-2},
pages = {131--152},
year = {1998},
url = {https://doi.org/10.1023/A:1008296930163},
doi = {10.1023/A:1008296930163},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/umuai/ChiuW98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/Webb98,
author = {Geoffrey I. Webb},
editor = {Grigoris Antoniou and
John K. Slaney},
title = {The Problem of Missing Values in Decision Tree Grafting},
booktitle = {Advanced Topics in Artificial Intelligence, 11th Australian Joint
Conference on Artificial Intelligence, {AI} '98, Brisbane, Australia,
July 13-17, 1998, Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {1502},
pages = {273--283},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0095059},
doi = {10.1007/BFB0095059},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ausai/Webb98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/WebbP98,
author = {Geoffrey I. Webb and
Michael J. Pazzani},
editor = {Grigoris Antoniou and
John K. Slaney},
title = {Adjusted Probability Naive Bayesian Induction},
booktitle = {Advanced Topics in Artificial Intelligence, 11th Australian Joint
Conference on Artificial Intelligence, {AI} '98, Brisbane, Australia,
July 13-17, 1998, Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {1502},
pages = {285--295},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0095060},
doi = {10.1007/BFB0095060},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausai/WebbP98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/ZhengW98,
author = {Zijian Zheng and
Geoffrey I. Webb},
editor = {Grigoris Antoniou and
John K. Slaney},
title = {Stochastic Attribute Selection Committees},
booktitle = {Advanced Topics in Artificial Intelligence, 11th Australian Joint
Conference on Artificial Intelligence, {AI} '98, Brisbane, Australia,
July 13-17, 1998, Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {1502},
pages = {321--332},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0095063},
doi = {10.1007/BFB0095063},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausai/ZhengW98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/ViswanathanW98,
author = {Murlikrishna Viswanathan and
Geoffrey I. Webb},
editor = {Claire Nedellec and
C{\'{e}}line Rouveirol},
title = {Classification Learning Using All Rules},
booktitle = {Machine Learning: ECML-98, 10th European Conference on Machine Learning,
Chemnitz, Germany, April 21-23, 1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1398},
pages = {149--159},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0026685},
doi = {10.1007/BFB0026685},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/ViswanathanW98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/ZhengWT98,
author = {Zijian Zheng and
Geoffrey I. Webb and
Kai Ming Ting},
title = {Integrating boosting and stochastic attribute selection committees
for further improving the performance of decision tree learning},
booktitle = {Tenth {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} '98, Taipei, Taiwan, November 10-12, 1998},
pages = {216--223},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/TAI.1998.744846},
doi = {10.1109/TAI.1998.744846},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/ZhengWT98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/WebbK98,
author = {Geoffrey I. Webb and
Mark Kuzmycz},
editor = {Barry P. Goettl and
Henry M. Halff and
Carol L. Redfield and
Valerie J. Shute},
title = {Evaluation of Data Aging: {A} Technique for Discounting Old Data During
Student Modeling},
booktitle = {Intelligent Tutoring Systems, 4th International Conference, {ITS}
'98, San Antonio, Texas, USA, August 16-19, 1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1452},
pages = {384--393},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/3-540-68716-5\_44},
doi = {10.1007/3-540-68716-5\_44},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/its/WebbK98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/ChiuWZ97,
author = {Bark Cheung Chiu and
Geoffrey I. Webb and
Zijian Zheng},
editor = {Abdul Sattar},
title = {Using Decision Trees for Agent Modelling: {A} Study on Resolving Confliction
Predictions},
booktitle = {Advanced Topics in Artificial Intelligence, 10th Australian Joint
Conference on Artificial Intelligence, {AI} '97, Perth, Australia,
November 30 - December 4, 1997, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1342},
pages = {349--358},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/3-540-63797-4\_88},
doi = {10.1007/3-540-63797-4\_88},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ausai/ChiuWZ97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Webb97,
author = {Geoffrey I. Webb},
title = {Decision Tree Grafting},
booktitle = {Proceedings of the Fifteenth International Joint Conference on Artificial
Intelligence, {IJCAI} 97, Nagoya, Japan, August 23-29, 1997, 2 Volumes},
pages = {846--851},
publisher = {Morgan Kaufmann},
year = {1997},
url = {http://ijcai.org/Proceedings/97-2/Papers/008.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:27 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Webb97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/Webb96,
author = {Geoffrey I. Webb},
title = {Further Experimental Evidence against the Utility of Occam's Razor},
journal = {J. Artif. Intell. Res.},
volume = {4},
pages = {397--417},
year = {1996},
url = {https://doi.org/10.1613/jair.228},
doi = {10.1613/JAIR.228},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/Webb96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/Webb96,
author = {Geoffrey I. Webb},
title = {Integrating machine learning with knowledge acquisition through direct
interaction with domain experts},
journal = {Knowl. Based Syst.},
volume = {9},
number = {4},
pages = {253--266},
year = {1996},
url = {https://doi.org/10.1016/0950-7051(96)01033-7},
doi = {10.1016/0950-7051(96)01033-7},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/Webb96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/Webb96,
author = {Geoffrey I. Webb},
editor = {Norman Y. Foo and
Randy Goebel},
title = {Cost-Sensitive Specialization},
booktitle = {PRICAI'96: Topics in Artificial Intelligence, 4th Pacific Rim International
Conference on Artificial Intelligence, Cairns, Australia, August 26-30,
1996, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1114},
pages = {23--34},
publisher = {Springer},
year = {1996},
url = {https://doi.org/10.1007/3-540-61532-6\_3},
doi = {10.1007/3-540-61532-6\_3},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pricai/Webb96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/cs-AI-9605101,
author = {Geoffrey I. Webb},
title = {Further Experimental Evidence against the Utility of Occam's Razor},
journal = {CoRR},
volume = {cs.AI/9605101},
year = {1996},
url = {https://arxiv.org/abs/cs/9605101},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/cs-AI-9605101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/Webb95,
author = {Geoffrey I. Webb},
title = {{OPUS:} An Efficient Admissible Algorithm for Unordered Search},
journal = {J. Artif. Intell. Res.},
volume = {3},
pages = {431--465},
year = {1995},
url = {https://doi.org/10.1613/jair.227},
doi = {10.1613/JAIR.227},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/Webb95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/WebbK95,
author = {Geoffrey I. Webb and
Mark Kuzmycz},
title = {Feature Based Modelling: {A} Methodology for Producing Coherent, Consistent,
Dynamically Changing Models of Agents' Competencies},
journal = {User Model. User Adapt. Interact.},
volume = {5},
number = {2},
pages = {117--150},
year = {1995},
url = {https://doi.org/10.1007/BF01099758},
doi = {10.1007/BF01099758},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/umuai/WebbK95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aadebug/SmithW95,
author = {Philip A. Smith and
Geoffrey I. Webb},
editor = {Mireille Ducass{\'{e}}},
title = {Transparency Debugging with Explanations for Novice Programmers},
booktitle = {Proceedings of the Second International Workshop on Automated Debugging,
{AADEBUG} 1995, Saint Malo, France, May 22-24, 1995},
pages = {105--118},
publisher = {{IRISA-CNRS}},
year = {1995},
timestamp = {Sat, 07 Sep 2019 11:59:26 +0200},
biburl = {https://dblp.org/rec/conf/aadebug/SmithW95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/NewlandsW95,
author = {Douglas A. Newlands and
Geoffrey I. Webb},
editor = {Graham F. Forsyth and
Moonis Ali},
title = {Polygonal Inductive Generalisation System},
booktitle = {Proceedings of the Eighth International Conference on Industrial and
Engineering Applications of Artificial Intelligence and Expert Systems,
{IEA/AIE} 1995:, June 6-8, 1995, Melbourne, Australia},
pages = {587--592},
publisher = {{ACM}},
year = {1995},
url = {http://portal.acm.org/citation.cfm?id=215624.215868},
timestamp = {Sat, 03 Aug 2019 15:49:13 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/NewlandsW95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Webb95,
author = {Geoffrey I. Webb},
title = {{OPUS:} An Efficient Admissible Algorithm for Unordered Search},
journal = {CoRR},
volume = {abs/cs/9512101},
year = {1995},
url = {http://arxiv.org/abs/cs/9512101},
eprinttype = {arXiv},
eprint = {cs/9512101},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Webb95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/WebbA92,
author = {Geoffrey I. Webb and
John W. M. Agar},
title = {Inducing diagnostic rules for glomerular disease with the {DLG} machine
learning algorithm},
journal = {Artif. Intell. Medicine},
volume = {4},
number = {6},
pages = {419--430},
year = {1992},
url = {https://doi.org/10.1016/0933-3657(92)90010-M},
doi = {10.1016/0933-3657(92)90010-M},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/WebbA92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/KuzmyczW92,
author = {Mark Kuzmycz and
Geoffrey I. Webb},
editor = {Claude Frasson and
Gilles Gauthier and
Gordon I. McCalla},
title = {Evaluation of Feature Based Modelling in Subtraction},
booktitle = {Intelligent Tutoring Systems, Second International Conference, {ITS}
'92, Montr{\'{e}}al, Canada, June 10-12, 1992, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {608},
pages = {269--276},
publisher = {Springer},
year = {1992},
url = {https://doi.org/10.1007/3-540-55606-0\_34},
doi = {10.1007/3-540-55606-0\_34},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/its/KuzmyczW92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jetai/SanzognSW90,
author = {Louis Sanzogn and
Francis Suraweera and
Geoffrey I. Webb},
title = {Improving the efficiency of rule-based expert systems by rule activation},
journal = {J. Exp. Theor. Artif. Intell.},
volume = {2},
number = {4},
pages = {369--380},
year = {1990},
url = {https://doi.org/10.1080/09528139008953732},
doi = {10.1080/09528139008953732},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jetai/SanzognSW90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmms/Webb88,
author = {Geoffrey I. Webb},
title = {A Knowledge-Based Approach to Computer-Aided Learning},
journal = {Int. J. Man Mach. Stud.},
volume = {29},
number = {3},
pages = {257--285},
year = {1988},
url = {https://doi.org/10.1016/S0020-7373(88)80023-3},
doi = {10.1016/S0020-7373(88)80023-3},
timestamp = {Fri, 15 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmms/Webb88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/Webb88,
author = {Geoffrey I. Webb},
editor = {Chris J. Barter and
Michael J. Brooks},
title = {Techniques for Efficient Empirical Induction},
booktitle = {{AI} '88: 2nd Australian Joint Artificial Intelligence Conference,
Adelaide, Australia, November 15-18, 1988, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {406},
pages = {225--239},
publisher = {Springer},
year = {1988},
url = {https://doi.org/10.1007/3-540-52062-7\_82},
doi = {10.1007/3-540-52062-7\_82},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausai/Webb88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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