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ORCIDBibTeX records: Russell Greiner
@article{DBLP:journals/corr/abs-2403-16233,
author = {Amit K. Chakraborty and
Shan Gao and
Reza Miry and
Pouria Ramazi and
Russell Greiner and
Mark A. Lewis and
Hao Wang},
title = {An early warning indicator trained on stochastic disease-spreading
models with different noises},
journal = {CoRR},
volume = {abs/2403.16233},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.16233},
doi = {10.48550/ARXIV.2403.16233},
eprinttype = {arXiv},
eprint = {2403.16233},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-16233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/SunKSSNBEGHMSK23,
author = {Weijie Sun and
Sunil Vasu Kalmady and
Nariman Sepehrvand and
Amir Salimi and
Yousef Nademi and
Kevin Bainey and
Justin A. Ezekowitz and
Russell Greiner and
Abram Hindle and
Finlay A. McAlister and
Roopinder K. Sandhu and
Padma Kaul},
title = {Towards artificial intelligence-based learning health system for population-level
mortality prediction using electrocardiograms},
journal = {npj Digit. Medicine},
volume = {6},
year = {2023},
url = {https://doi.org/10.1038/s41746-023-00765-3},
doi = {10.1038/S41746-023-00765-3},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npjdm/SunKSSNBEGHMSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/QiKVXSG23,
author = {Shiang Qi and
Neeraj Kumar and
Ruchika Verma and
Jian{-}Yi Xu and
Grace Shen{-}Tu and
Russell Greiner},
title = {Using Bayesian Neural Networks to Select Features and Compute Credible
Intervals for Personalized Survival Prediction},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {70},
number = {12},
pages = {3389--3400},
year = {2023},
url = {https://doi.org/10.1109/TBME.2023.3287514},
doi = {10.1109/TBME.2023.3287514},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbe/QiKVXSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ShahQWFTSGPK23,
author = {Zehra Shah and
Shiang Qi and
Fei Wang and
Mahtab Farrokh and
Mashrura Tasnim and
Eleni Stroulia and
Russell Greiner and
Manos Plitsis and
Athanasios Katsamanis},
title = {Exploring Language-Agnostic Speech Representations Using Domain Knowledge
for Detecting Alzheimer's Dementia},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--2},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10095593},
doi = {10.1109/ICASSP49357.2023.10095593},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/ShahQWFTSGPK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QiKFSKRHG23,
author = {Shiang Qi and
Neeraj Kumar and
Mahtab Farrokh and
Weijie Sun and
Li{-}Hao Kuan and
Rajesh Ranganath and
Ricardo Henao and
Russell Greiner},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {An Effective Meaningful Way to Evaluate Survival Models},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {28244--28276},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/qi23b.html},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/QiKFSKRHG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/SoltanpourYGBB23,
author = {Mohsen Soltanpour and
Muhammad Yousefnezhad and
Russ Greiner and
Pierre Boulanger and
Brian Buck},
editor = {Khan M. Iftekharuddin and
Weijie Chen},
title = {Using temporal {GAN} to translate the current {CTP} scan to follow-up
MRI, for predicting final acute ischemic stroke lesions},
booktitle = {Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, CA, USA,
February 19-23, 2023},
series = {{SPIE} Proceedings},
volume = {12465},
publisher = {{SPIE}},
year = {2023},
url = {https://doi.org/10.1117/12.2654069},
doi = {10.1117/12.2654069},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/SoltanpourYGBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/NademiK0QHKG23,
author = {Yousef Nademi and
Sunil Vasu Kalmady and
Weijie Sun and
Shiang Qi and
Abram Hindle and
Padma Kaul and
Russell Greiner},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Supervised Electrocardiogram(ECG) Features Outperform Knowledge-based
And Unsupervised Features In Individualized Survival Prediction},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {368--384},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/nademi23a.html},
timestamp = {Tue, 20 Feb 2024 16:30:24 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/NademiK0QHKG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sipaim/NademiKSSHKG23,
author = {Yousef Nademi and
Sunil Vasu Kalmady and
Weijie Sun and
Amir Salimi and
Abram Hindle and
Padma Kaul and
Russell Greiner},
title = {Generative Data by {\(\beta\)}-Variational Autoencoders Help Build
Stronger Classifiers: {ECG} Use Case},
booktitle = {19th International Symposium on Medical Information Processing and
Analysis, {SIPAIM} 2023, Mexico City, Mexico, November 15-17, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/SIPAIM56729.2023.10373478},
doi = {10.1109/SIPAIM56729.2023.10373478},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sipaim/NademiKSSHKG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/FoomaniCGK23,
author = {Ali Hossein Gharari Foomani and
Michael Cooper and
Russell Greiner and
Rahul G. Krishnan},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Copula-based deep survival models for dependent censoring},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {669--680},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/gharari23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/uai/FoomaniCGK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-04829,
author = {Roberto Vega and
Zehra Shah and
Pouria Ramazi and
Russell Greiner},
title = {Modeling and Forecasting {COVID-19} Cases using Latent Subpopulations},
journal = {CoRR},
volume = {abs/2302.04829},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04829},
doi = {10.48550/ARXIV.2302.04829},
eprinttype = {arXiv},
eprint = {2302.04829},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04829.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18033,
author = {Philippe Weitz and
Masi Valkonen and
Leslie Solorzano and
Circe Carr and
Kimmo Kartasalo and
Constance Boissin and
Sonja Koivukoski and
Aino Kuusela and
Dusan Rasic and
Yanbo Feng and
Sandra Kristiane Sinius Pouplier and
Abhinav Sharma and
Kajsa Ledesma Eriksson and
Stephanie Robertson and
Christian Marzahl and
Chandler D. Gatenbee and
Alexander R. A. Anderson and
Marek Wodzinski and
Artur Jurgas and
Niccol{\`{o}} Marini and
Manfredo Atzori and
Henning M{\"{u}}ller and
Daniel Budelmann and
Nick Weiss and
Stefan Heldmann and
Johannes Lotz and
Jelmer M. Wolterink and
Bruno De Santi and
Abhijeet Patil and
Amit Sethi and
Satoshi Kondo and
Satoshi Kasai and
Kousuke Hirasawa and
Mahtab Farrokh and
Neeraj Kumar and
Russell Greiner and
Leena Latonen and
Anne{-}Vibeke Laenkholm and
Johan Hartman and
Pekka Ruusuvuori and
Mattias Rantalainen},
title = {The {ACROBAT} 2022 Challenge: Automatic Registration Of Breast Cancer
Tissue},
journal = {CoRR},
volume = {abs/2305.18033},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18033},
doi = {10.48550/ARXIV.2305.18033},
eprinttype = {arXiv},
eprint = {2305.18033},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18033.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01196,
author = {Shiang Qi and
Neeraj Kumar and
Mahtab Farrokh and
Weijie Sun and
Li{-}Hao Kuan and
Rajesh Ranganath and
Ricardo Henao and
Russell Greiner},
title = {An Effective Meaningful Way to Evaluate Survival Models},
journal = {CoRR},
volume = {abs/2306.01196},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01196},
doi = {10.48550/ARXIV.2306.01196},
eprinttype = {arXiv},
eprint = {2306.01196},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-11912,
author = {Ali Hossein Gharari Foomani and
Michael Cooper and
Russell Greiner and
Rahul G. Krishnan},
title = {Copula-Based Deep Survival Models for Dependent Censoring},
journal = {CoRR},
volume = {abs/2306.11912},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.11912},
doi = {10.48550/ARXIV.2306.11912},
eprinttype = {arXiv},
eprint = {2306.11912},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-11912.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fini/PandaKG22,
author = {Rohan Panda and
Sunil Vasu Kalmady and
Russell Greiner},
title = {Multi-Source Domain Adaptation Techniques for Mitigating Batch Effects:
{A} Comparative Study},
journal = {Frontiers Neuroinformatics},
volume = {16},
pages = {805117},
year = {2022},
url = {https://doi.org/10.3389/fninf.2022.805117},
doi = {10.3389/FNINF.2022.805117},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fini/PandaKG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fini/YousefnezhadZGG22,
author = {Muhammad Yousefnezhad and
Daoqiang Zhang and
Andrew J. Greenshaw and
Russell Greiner},
title = {Editorial: Multi-site neuroimage analysis: Domain adaptation and batch
effects},
journal = {Frontiers Neuroinformatics},
volume = {16},
year = {2022},
url = {https://doi.org/10.3389/fninf.2022.994463},
doi = {10.3389/FNINF.2022.994463},
timestamp = {Mon, 08 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fini/YousefnezhadZGG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/WishartGOWAPDST22,
author = {David S. Wishart and
Anchi Guo and
Eponine Oler and
Fei Wang and
Afia Anjum and
Harrison Peters and
Raynard Dizon and
Zinat Sayeeda and
Siyang Tian and
Brian L. Lee and
Mark V. Berjanskii and
Robert Mah and
Mai Yamamoto and
Juan Jovel and
Claudia Torres{-}Calzada and
Mickel Hiebert{-}Giesbrecht and
Vicki W. Lui and
Dorna Varshavi and
Dorsa Varshavi and
Dana Allen and
David Arndt and
Nitya Khetarpal and
Aadhavya Sivakumaran and
Karxena Harford and
Selena Sanford and
Kristen Yee and
Xuan Cao and
Zachary Budinski and
Jaanus Liigand and
Lun Zhang and
Jiamin Zheng and
Rupasri Mandal and
Naama Karu and
Maija Dambrova and
Helgi B. Schi{\"{o}}th and
Russell Greiner and
Vasuk Gautam},
title = {{HMDB} 5.0: the Human Metabolome Database for 2022},
journal = {Nucleic Acids Res.},
volume = {50},
number = {{D1}},
pages = {622--631},
year = {2022},
url = {https://doi.org/10.1093/nar/gkab1062},
doi = {10.1093/NAR/GKAB1062},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nar/WishartGOWAPDST22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/WishartTAOPLGFG22,
author = {David S. Wishart and
Siyang Tian and
Dana Allen and
Eponine Oler and
Harrison Peters and
Vicki W. Lui and
Vasuk Gautam and
Yannick Djoumbou Feunang and
Russell Greiner and
Thomas O. Metz},
title = {BioTransformer 3.0 - a web server for accurately predicting metabolic
transformation products},
journal = {Nucleic Acids Res.},
volume = {50},
number = {{W1}},
pages = {115--123},
year = {2022},
url = {https://doi.org/10.1093/nar/gkac313},
doi = {10.1093/NAR/GKAC313},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nar/WishartTAOPLGFG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/WangATOGGMW22,
author = {Fei Wang and
Dana Allen and
Siyang Tian and
Eponine Oler and
Vasuk Gautam and
Russell Greiner and
Thomas O. Metz and
David S. Wishart},
title = {{CFM-ID} 4.0 - a web server for accurate MS-based metabolite identification},
journal = {Nucleic Acids Res.},
volume = {50},
number = {{W1}},
pages = {165--174},
year = {2022},
url = {https://doi.org/10.1093/nar/gkac383},
doi = {10.1093/NAR/GKAC383},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nar/WangATOGGMW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-05282,
author = {Roberto Vega and
Russell Greiner},
title = {Domain-shift adaptation via linear transformations},
journal = {CoRR},
volume = {abs/2201.05282},
year = {2022},
url = {https://arxiv.org/abs/2201.05282},
eprinttype = {arXiv},
eprint = {2201.05282},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-05282.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06291,
author = {Weijie Sun and
Sunil Vasu Kalmady and
Amir Salimi and
Nariman Sepehrvand and
Eric Ly and
Abram Hindle and
Russell Greiner and
Padma Kaul},
title = {{ECG} for high-throughput screening of multiple diseases: Proof-of-concept
using multi-diagnosis deep learning from population-based datasets},
journal = {CoRR},
volume = {abs/2210.06291},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.06291},
doi = {10.48550/ARXIV.2210.06291},
eprinttype = {arXiv},
eprint = {2210.06291},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-06291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-09068,
author = {Mohsen Soltanpour and
Muhammad Yousefnezhad and
Russ Greiner and
Pierre Boulanger and
Brian Buck},
title = {Ischemic Stroke Lesion Prediction using imbalanced Temporal Deep Gaussian
Process (iTDGP)},
journal = {CoRR},
volume = {abs/2211.09068},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.09068},
doi = {10.48550/ARXIV.2211.09068},
eprinttype = {arXiv},
eprint = {2211.09068},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-09068.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-10431,
author = {Weijie Sun and
Sunil Vasu Kalmady and
Nariman Sepehrvand and
Luan Manh Chu and
Zihan Wang and
Amir Salimi and
Abram Hindle and
Russell Greiner and
Padma Kaul},
title = {Improving ECG-based {COVID-19} diagnosis and mortality predictions
using pre-pandemic medical records at population-scale},
journal = {CoRR},
volume = {abs/2211.10431},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.10431},
doi = {10.48550/ARXIV.2211.10431},
eprinttype = {arXiv},
eprint = {2211.10431},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-10431.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aeog/LongRSGHJ21,
author = {Yaqian Long and
Benoit Rivard and
Arturo Sanchez{-}Azofeifa and
Russell Greiner and
Dominica Harrison and
Sen Jia},
title = {Identification of spectral features in the longwave infrared {(LWIR)}
spectra of leaves for the discrimination of tropical dry forest tree
species},
journal = {Int. J. Appl. Earth Obs. Geoinformation},
volume = {97},
pages = {102286},
year = {2021},
url = {https://doi.org/10.1016/j.jag.2020.102286},
doi = {10.1016/J.JAG.2020.102286},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aeog/LongRSGHJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/SoltanpourGBB21,
author = {Mohsen Soltanpour and
Russ Greiner and
Pierre Boulanger and
Brian Buck},
title = {Improvement of automatic ischemic stroke lesion segmentation in {CT}
perfusion maps using a learned deep neural network},
journal = {Comput. Biol. Medicine},
volume = {137},
pages = {104849},
year = {2021},
url = {https://doi.org/10.1016/j.compbiomed.2021.104849},
doi = {10.1016/J.COMPBIOMED.2021.104849},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cbm/SoltanpourGBB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcomp/ShahSTQSG21,
author = {Zehra Shah and
Jeffrey Sawalha and
Mashrura Tasnim and
Shiang Qi and
Eleni Stroulia and
Russell Greiner},
title = {Learning Language and Acoustic Models for Identifying Alzheimer's
Dementia From Speech},
journal = {Frontiers Comput. Sci.},
volume = {3},
pages = {624659},
year = {2021},
url = {https://doi.org/10.3389/fcomp.2021.624659},
doi = {10.3389/FCOMP.2021.624659},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fcomp/ShahSTQSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/hij/BorleRG21,
author = {Neil C. Borle and
Edmond A. Ryan and
Russell Greiner},
title = {The challenge of predicting blood glucose concentration changes in
patients with type {I} diabetes},
journal = {Health Informatics J.},
volume = {27},
number = {1},
pages = {146045822097758},
year = {2021},
url = {https://doi.org/10.1177/1460458220977584},
doi = {10.1177/1460458220977584},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/hij/BorleRG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/TianCGLGW21,
author = {Siyang Tian and
Xuan Cao and
Russell Greiner and
Carin Li and
Anchi Guo and
David S. Wishart},
title = {CyProduct: {A} Software Tool for Accurately Predicting the Byproducts
of Human Cytochrome {P450} Metabolism},
journal = {J. Chem. Inf. Model.},
volume = {61},
number = {6},
pages = {3128--3140},
year = {2021},
url = {https://doi.org/10.1021/acs.jcim.1c00144},
doi = {10.1021/ACS.JCIM.1C00144},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/TianCGLGW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SkinniderWPGFDW21,
author = {Michael A. Skinnider and
Fei Wang and
Daniel Pasin and
Russell Greiner and
Leonard J. Foster and
Petur W. Dalsgaard and
David S. Wishart},
title = {A deep generative model enables automated structure elucidation of
novel psychoactive substances},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {11},
pages = {973--984},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00407-x},
doi = {10.1038/S42256-021-00407-X},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/SkinniderWPGFDW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/VegaGZQHKJG21,
author = {Roberto Vega and
Pouneh Gorji and
Zichen Zhang and
Xuebin Qin and
Abhilash Rakkunedeth Hareendranathan and
Jeevesh Kapur and
Jacob L. Jaremko and
Russell Greiner},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Sample efficient learning of image-based diagnostic classifiers via
probabilistic labels},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {739--747},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/vega21a.html},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/VegaGZQHKJG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spaca/GreinerKGS21,
author = {Russell Greiner and
Neeraj Kumar and
Thomas Alexander Gerds and
Mihaela van der Schaar},
editor = {Russell Greiner and
Neeraj Kumar and
Thomas Alexander Gerds and
Mihaela van der Schaar},
title = {Preface: {AAAI} Spring Symposium on Survival Prediction - Algorithms,
Challenges, and Applications 2021},
booktitle = {Proceedings of {AAAI} Symposium on Survival Prediction - Algorithms,
Challenges and Applications, {SPACA} 2021, Stanford University, Palo
Alto, CA, USA, March 22-24, 2021},
series = {Proceedings of Machine Learning Research},
volume = {146},
pages = {1--2},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v146/greiner21a.html},
timestamp = {Fri, 15 Jul 2022 14:51:04 +0200},
biburl = {https://dblp.org/rec/conf/spaca/GreinerKGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spaca/KalmadySEFHSGK21,
author = {Sunil Vasu Kalmady and
Weijie Sun and
Justin A. Ezekowitz and
Nowell Fine and
Jonathan Howlett and
Anamaria Savu and
Russ Greiner and
Padma Kaul},
editor = {Russell Greiner and
Neeraj Kumar and
Thomas Alexander Gerds and
Mihaela van der Schaar},
title = {Improving the Calibration of Long Term Predictions of Heart Failure
Rehospitalizations using Medical Concept Embedding},
booktitle = {Proceedings of {AAAI} Symposium on Survival Prediction - Algorithms,
Challenges and Applications, {SPACA} 2021, Stanford University, Palo
Alto, CA, USA, March 22-24, 2021},
series = {Proceedings of Machine Learning Research},
volume = {146},
pages = {70--82},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v146/kalmady21a.html},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/spaca/KalmadySEFHSGK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spaca/KuanG21,
author = {Li{-}Hao Kuan and
Russell Greiner},
editor = {Russell Greiner and
Neeraj Kumar and
Thomas Alexander Gerds and
Mihaela van der Schaar},
title = {Finding Relevant Features for Different Times in Survival Prediction
by Discrete Hazard Bayesian Network},
booktitle = {Proceedings of {AAAI} Symposium on Survival Prediction - Algorithms,
Challenges and Applications, {SPACA} 2021, Stanford University, Palo
Alto, CA, USA, March 22-24, 2021},
series = {Proceedings of Machine Learning Research},
volume = {146},
pages = {240--251},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v146/kuan21a.html},
timestamp = {Fri, 15 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/spaca/KuanG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/spaca/2021,
editor = {Russell Greiner and
Neeraj Kumar and
Thomas Alexander Gerds and
Mihaela van der Schaar},
title = {Proceedings of {AAAI} Symposium on Survival Prediction - Algorithms,
Challenges and Applications, {SPACA} 2021, Stanford University, Palo
Alto, CA, USA, March 22-24, 2021},
series = {Proceedings of Machine Learning Research},
volume = {146},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v146/},
timestamp = {Fri, 15 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/spaca/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06164,
author = {Roberto Vega and
Pouneh Gorji and
Zichen Zhang and
Xuebin Qin and
Abhilash Rakkunedeth Hareendranathan and
Jeevesh Kapur and
Jacob L. Jaremko and
Russell Greiner},
title = {Sample Efficient Learning of Image-Based Diagnostic Classifiers Using
Probabilistic Labels},
journal = {CoRR},
volume = {abs/2102.06164},
year = {2021},
url = {https://arxiv.org/abs/2102.06164},
eprinttype = {arXiv},
eprint = {2102.06164},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-06164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01590,
author = {Roberto Vega and
Leonardo Flores and
Russell Greiner},
title = {{SIMLR:} Machine Learning inside the {SIR} model for {COVID-19} Forecasting},
journal = {CoRR},
volume = {abs/2106.01590},
year = {2021},
url = {https://arxiv.org/abs/2106.01590},
eprinttype = {arXiv},
eprint = {2106.01590},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-01590.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-06486,
author = {Negar Hassanpour and
Russell Greiner},
title = {Variational Auto-Encoder Architectures that Excel at Causal Inference},
journal = {CoRR},
volume = {abs/2111.06486},
year = {2021},
url = {https://arxiv.org/abs/2111.06486},
eprinttype = {arXiv},
eprint = {2111.06486},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-06486.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HaiderHDG20,
author = {Humza Haider and
Bret Hoehn and
Sarah Davis and
Russell Greiner},
title = {Effective Ways to Build and Evaluate Individual Survival Distributions},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {85:1--85:63},
year = {2020},
url = {http://jmlr.org/papers/v21/18-772.html},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/HaiderHDG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HassanpourG20,
author = {Negar Hassanpour and
Russell Greiner},
title = {Learning Disentangled Representations for CounterFactual Regression},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=HkxBJT4YvB},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HassanpourG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WenGS20,
author = {Junfeng Wen and
Russell Greiner and
Dale Schuurmans},
title = {Domain Aggregation Networks for Multi-Source Domain Adaptation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10214--10224},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wen20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WenGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YousefnezhadSZG20,
author = {Muhammad Yousefnezhad and
Alessandro Selvitella and
Daoqiang Zhang and
Andrew J. Greenshaw and
Russell Greiner},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Shared Space Transfer Learning for analyzing multi-site fMRI data},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/b837305e43f7e535a1506fc263eee3ed-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YousefnezhadSZG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-15594,
author = {Muhammad Yousefnezhad and
Alessandro Selvitella and
Daoqiang Zhang and
Andrew J. Greenshaw and
Russell Greiner},
title = {Shared Space Transfer Learning for analyzing multi-site fMRI data},
journal = {CoRR},
volume = {abs/2010.15594},
year = {2020},
url = {https://arxiv.org/abs/2010.15594},
eprinttype = {arXiv},
eprint = {2010.15594},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-15594.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aires/GhoreishiamiriL19,
author = {Reyhaneh Ghoreishiamiri and
Graham Little and
Matthew R. G. Brown and
Russell Greiner},
title = {A simple classification framework for predicting Alzheimer's disease
from region-based grey matter volume and {APOE} genotype status},
journal = {Artif. Intell. Res.},
volume = {8},
number = {2},
pages = {15},
year = {2019},
url = {https://doi.org/10.5430/air.v8n2p15},
doi = {10.5430/AIR.V8N2P15},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aires/GhoreishiamiriL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcheminf/FeunangFGGMW19,
author = {Yannick Djoumbou Feunang and
Jarlei Fiamoncini and
Alberto Gil{-}de{-}la{-}Fuente and
Russell Greiner and
Claudine Manach and
David S. Wishart},
title = {BioTransformer: a comprehensive computational tool for small molecule
metabolism prediction and metabolite identification},
journal = {J. Cheminformatics},
volume = {11},
number = {1},
pages = {2:1--2:25},
year = {2019},
url = {https://doi.org/10.1186/s13321-018-0324-5},
doi = {10.1186/S13321-018-0324-5},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcheminf/FeunangFGGMW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/TomczakZRG19,
author = {Jakub M. Tomczak and
Szymon Zareba and
Siamak Ravanbakhsh and
Russell Greiner},
title = {Low-Dimensional Perturb-and-MAP Approach for Learning Restricted Boltzmann
Machines},
journal = {Neural Process. Lett.},
volume = {50},
number = {2},
pages = {1401--1419},
year = {2019},
url = {https://doi.org/10.1007/s11063-018-9923-4},
doi = {10.1007/S11063-018-9923-4},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npl/TomczakZRG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/SoltanpourGBB19,
author = {Mohsen Soltanpour and
Russell Greiner and
Pierre Boulanger and
Brian Buck},
title = {Ischemic Stroke Lesion Prediction in {CT} Perfusion Scans Using Multiple
Parallel U-Nets Following by a Pixel-Level Classifier},
booktitle = {19th {IEEE} International Conference on Bioinformatics and Bioengineering,
{BIBE} 2019, Athens, Greece, October 28-30, 2019},
pages = {957--963},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BIBE.2019.00179},
doi = {10.1109/BIBE.2019.00179},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bibe/SoltanpourGBB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HassanpourG19,
author = {Negar Hassanpour and
Russell Greiner},
editor = {Sarit Kraus},
title = {CounterFactual Regression with Importance Sampling Weights},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {5880--5887},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/815},
doi = {10.24963/IJCAI.2019/815},
timestamp = {Tue, 20 Aug 2019 16:18:18 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HassanpourG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SokotaDJHG19,
author = {Samuel Sokota and
Ryan D'Orazio and
Khurram Javed and
Humza Haider and
Russell Greiner},
editor = {Sarit Kraus},
title = {Simultaneous Prediction Intervals for Patient-Specific Survival Curves},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {5975--5981},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/828},
doi = {10.24963/IJCAI.2019/828},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SokotaDJHG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AminmansourPLPM19,
author = {Farzane Aminmansour and
Andrew Patterson and
Lei Le and
Yisu Peng and
Daniel Mitchell and
Franco Pestilli and
Cesar F. Caiafa and
Russell Greiner and
Martha White},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Learning Macroscopic Brain Connectomes via Group-Sparse Factorization},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {8847--8857},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/0bfce127947574733b19da0f30739fcd-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AminmansourPLPM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-10536,
author = {Luke N. Kumar and
Russell Greiner},
title = {Gene Expression based Survival Prediction for Cancer Patients: {A}
Topic Modeling Approach},
journal = {CoRR},
volume = {abs/1903.10536},
year = {2019},
url = {http://arxiv.org/abs/1903.10536},
eprinttype = {arXiv},
eprint = {1903.10536},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-10536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-12347,
author = {Neil C. Borle and
Edmond A. Ryan and
Russell Greiner},
title = {The Challenge of Predicting Meal-to-meal Blood Glucose Concentrations
for Patients with Type {I} Diabetes},
journal = {CoRR},
volume = {abs/1903.12347},
year = {2019},
url = {http://arxiv.org/abs/1903.12347},
eprinttype = {arXiv},
eprint = {1903.12347},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-12347.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10780,
author = {Samuel Sokota and
Ryan D'Orazio and
Khurram Javed and
Humza Haider and
Russell Greiner},
title = {Simultaneous Prediction Intervals for Patient-Specific Survival Curves},
journal = {CoRR},
volume = {abs/1906.10780},
year = {2019},
url = {http://arxiv.org/abs/1906.10780},
eprinttype = {arXiv},
eprint = {1906.10780},
timestamp = {Thu, 27 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-10780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-09251,
author = {Seyedeh Sepideh Emam and
Amy X. Du and
Philip Surmanowicz and
Simon F. Thomsen and
Russ Greiner and
Robert Gniadecki},
title = {Predicting the Long-Term Outcomes of Biologics in Psoriasis Patients
Using Machine Learning},
journal = {CoRR},
volume = {abs/1908.09251},
year = {2019},
url = {http://arxiv.org/abs/1908.09251},
eprinttype = {arXiv},
eprint = {1908.09251},
timestamp = {Thu, 11 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-09251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05352,
author = {Junfeng Wen and
Russell Greiner and
Dale Schuurmans},
title = {Domain Aggregation Networks for Multi-Source Domain Adaptation},
journal = {CoRR},
volume = {abs/1909.05352},
year = {2019},
url = {http://arxiv.org/abs/1909.05352},
eprinttype = {arXiv},
eprint = {1909.05352},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-05352.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-09040,
author = {Zichen Zhang and
Qingfeng Lan and
Lei Ding and
Yue Wang and
Negar Hassanpour and
Russell Greiner},
title = {Reducing Selection Bias in Counterfactual Reasoning for Individual
Treatment Effects Estimation},
journal = {CoRR},
volume = {abs/1912.09040},
year = {2019},
url = {http://arxiv.org/abs/1912.09040},
eprinttype = {arXiv},
eprint = {1912.09040},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-09040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/BorleFSGH18,
author = {Neil C. Borle and
Meysam Feghhi and
Eleni Stroulia and
Russell Greiner and
Abram Hindle},
title = {Analyzing the effects of test driven development in GitHub},
journal = {Empir. Softw. Eng.},
volume = {23},
number = {4},
pages = {1931--1958},
year = {2018},
url = {https://doi.org/10.1007/s10664-017-9576-3},
doi = {10.1007/S10664-017-9576-3},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ese/BorleFSGH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/TianFGW18,
author = {Siyang Tian and
Yannick Djoumbou Feunang and
Russell Greiner and
David S. Wishart},
title = {CypReact: {A} Software Tool for in Silico Reactant Prediction for
Human Cytochrome {P450} Enzymes},
journal = {J. Chem. Inf. Model.},
volume = {58},
number = {6},
pages = {1282--1291},
year = {2018},
url = {https://doi.org/10.1021/acs.jcim.8b00035},
doi = {10.1021/ACS.JCIM.8B00035},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/TianFGW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/HassanpourG18,
author = {Negar Hassanpour and
Russell Greiner},
editor = {Ebrahim Bagheri and
Jackie Chi Kit Cheung},
title = {A Novel Evaluation Methodology for Assessing Off-Policy Learning Methods
in Contextual Bandits},
booktitle = {Advances in Artificial Intelligence - 31st Canadian Conference on
Artificial Intelligence, Canadian {AI} 2018, Toronto, ON, Canada,
May 8-11, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10832},
pages = {31--44},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-89656-4\_3},
doi = {10.1007/978-3-319-89656-4\_3},
timestamp = {Thu, 28 Sep 2023 12:27:18 +0200},
biburl = {https://dblp.org/rec/conf/ai/HassanpourG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/BorleFSGH18,
author = {Neil C. Borle and
Meysam Feghhi and
Eleni Stroulia and
Russell Greiner and
Abram Hindle},
editor = {Michel Chaudron and
Ivica Crnkovic and
Marsha Chechik and
Mark Harman},
title = {Analyzing the effects of test driven development in GitHub},
booktitle = {Proceedings of the 40th International Conference on Software Engineering,
{ICSE} 2018, Gothenburg, Sweden, May 27 - June 03, 2018},
pages = {1062},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3180155.3182535},
doi = {10.1145/3180155.3182535},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/BorleFSGH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/VegaG18,
author = {Roberto Vega and
Russell Greiner},
editor = {Danail Stoyanov and
Zeike Taylor and
Seyed Mostafa Kia and
Ipek Oguz and
Mauricio Reyes and
Anne L. Martel and
Lena Maier{-}Hein and
Andre F. Marquand and
Edouard Duchesnay and
Tommy L{\"{o}}fstedt and
Bennett A. Landman and
M. Jorge Cardoso and
Carlos A. Silva and
S{\'{e}}rgio Pereira and
Raphael Meier},
title = {Finding Effective Ways to (Machine) Learn fMRI-Based Classifiers from
Multi-site Data},
booktitle = {Understanding and Interpreting Machine Learning in Medical Image Computing
Applications - First International Workshops {MLCN} 2018, {DLF} 2018,
and iMIMIC 2018, Held in Conjunction with {MICCAI} 2018, Granada,
Spain, September 16-20, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11038},
pages = {32--39},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-02628-8\_4},
doi = {10.1007/978-3-030-02628-8\_4},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/VegaG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-11347,
author = {Humza Haider and
Bret Hoehn and
Sarah Davis and
Russell Greiner},
title = {Effective Ways to Build and Evaluate Individual Survival Distributions},
journal = {CoRR},
volume = {abs/1811.11347},
year = {2018},
url = {http://arxiv.org/abs/1811.11347},
eprinttype = {arXiv},
eprint = {1811.11347},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-11347.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aires/VegaSMKPGSA17,
author = {Roberto Vega and
Touqir Sajed and
Kory Wallace Mathewson and
Kriti Khare and
Patrick M. Pilarski and
Russell Greiner and
Gildardo S{\'{a}}nchez{-}Ante and
Javier Mauricio Antelis},
title = {Assessment of feature selection and classification methods for recognizing
motor imagery tasks from electroencephalographic signals},
journal = {Artif. Intell. Res.},
volume = {6},
number = {1},
pages = {37--51},
year = {2017},
url = {https://doi.org/10.5430/air.v6n1p37},
doi = {10.5430/AIR.V6N1P37},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aires/VegaSMKPGSA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/smr/AggarwalTRHSG17,
author = {Karan Aggarwal and
Finbarr Timbers and
Tanner Rutgers and
Abram Hindle and
Eleni Stroulia and
Russell Greiner},
title = {Detecting duplicate bug reports with software engineering domain knowledge},
journal = {J. Softw. Evol. Process.},
volume = {29},
number = {3},
year = {2017},
url = {https://doi.org/10.1002/smr.1821},
doi = {10.1002/SMR.1821},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/smr/AggarwalTRHSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsm/RomanskyBCHG17,
author = {Stephen Romansky and
Neil C. Borle and
Shaiful Alam Chowdhury and
Abram Hindle and
Russell Greiner},
title = {Deep Green: Modelling Time-Series of Software Energy Consumption},
booktitle = {2017 {IEEE} International Conference on Software Maintenance and Evolution,
{ICSME} 2017, Shanghai, China, September 17-22, 2017},
pages = {273--283},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICSME.2017.79},
doi = {10.1109/ICSME.2017.79},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icsm/RomanskyBCHG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/GheiratmandRCBG17,
author = {Mina Gheiratmand and
Irina Rish and
Guillermo A. Cecchi and
Matthew R. G. Brown and
Russell Greiner and
Pouya Bashivan and
Pablo Polosecki and
Serdar M. Dursun},
editor = {Andrzej Kr{\'{o}}l and
Barjor Gimi},
title = {Learning discriminative functional network features of schizophrenia},
booktitle = {Medical Imaging 2017: Biomedical Applications in Molecular, Structural,
and Functional Imaging, Orlando, Florida, United States, 11-16 February
2017},
series = {{SPIE} Proceedings},
volume = {10137},
pages = {101371A},
publisher = {{SPIE}},
year = {2017},
url = {https://doi.org/10.1117/12.2264102},
doi = {10.1117/12.2264102},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mibam/GheiratmandRCBG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-00512,
author = {Jumana Dakka and
Pouya Bashivan and
Mina Gheiratmand and
Irina Rish and
Shantenu Jha and
Russell Greiner},
title = {Learning Neural Markers of Schizophrenia Disorder Using Recurrent
Neural Networks},
journal = {CoRR},
volume = {abs/1712.00512},
year = {2017},
url = {http://arxiv.org/abs/1712.00512},
eprinttype = {arXiv},
eprint = {1712.00512},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-00512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcheminf/DjoumbouEKCHOFS16,
author = {Yannick Djoumbou and
Roman Eisner and
Craig Knox and
Leonid L. Chepelev and
Janna Hastings and
Gareth I. Owen and
Eoin Fahy and
Christoph Steinbeck and
Shankar Subramanian and
Evan Bolton and
Russell Greiner and
David S. Wishart},
title = {ClassyFire: automated chemical classification with a comprehensive,
computable taxonomy},
journal = {J. Cheminformatics},
volume = {8},
number = {1},
pages = {61:1--61:20},
year = {2016},
url = {https://doi.org/10.1186/s13321-016-0174-y},
doi = {10.1186/S13321-016-0174-Y},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcheminf/DjoumbouEKCHOFS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RavanbakhshPSSG16,
author = {Siamak Ravanbakhsh and
Barnab{\'{a}}s P{\'{o}}czos and
Jeff G. Schneider and
Dale Schuurmans and
Russell Greiner},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Stochastic Neural Networks with Monotonic Activation Functions},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {809--818},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/ravanbakhsh16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RavanbakhshPSSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RavanbakhshPG16,
author = {Siamak Ravanbakhsh and
Barnab{\'{a}}s P{\'{o}}czos and
Russell Greiner},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Boolean Matrix Factorization and Noisy Completion via Message Passing},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {945--954},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/ravanbakhsha16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/RavanbakhshPG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RavanbakhshPSSG16,
author = {Siamak Ravanbakhsh and
Barnab{\'{a}}s P{\'{o}}czos and
Jeff G. Schneider and
Dale Schuurmans and
Russell Greiner},
title = {Stochastic Neural Networks with Monotonic Activation Functions},
journal = {CoRR},
volume = {abs/1601.00034},
year = {2016},
url = {http://arxiv.org/abs/1601.00034},
eprinttype = {arXiv},
eprint = {1601.00034},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RavanbakhshPSSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RavanbakhshG15,
author = {Siamak Ravanbakhsh and
Russell Greiner},
title = {Perturbed message passing for constraint satisfaction problems},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {1249--1274},
year = {2015},
url = {https://dl.acm.org/doi/10.5555/2789272.2886790},
doi = {10.5555/2789272.2886790},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RavanbakhshG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/green/ChowdhuryKIJSAH15,
author = {Shaiful Alam Chowdhury and
Luke N. Kumar and
Md. Toukir Imam and
Mohomed Shazan Mohomed Jabbar and
Varun Sapra and
Karan Aggarwal and
Abram Hindle and
Russell Greiner},
title = {A system-call based model of software energy consumption without hardware
instrumentation},
booktitle = {Sixth International Green and Sustainable Computing Conference, {IGSC}
2015, Las Vegas, NV, USA, December 14-16, 2015},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/IGCC.2015.7393719},
doi = {10.1109/IGCC.2015.7393719},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/green/ChowdhuryKIJSAH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WenGS15,
author = {Junfeng Wen and
Russell Greiner and
Dale Schuurmans},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Correcting Covariate Shift with the Frank-Wolfe Algorithm},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {1010--1016},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/147},
timestamp = {Tue, 20 Aug 2019 16:16:43 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WenGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcre/AggarwalRTHGS15,
author = {Karan Aggarwal and
Tanner Rutgers and
Finbarr Timbers and
Abram Hindle and
Russell Greiner and
Eleni Stroulia},
editor = {Yann{-}Ga{\"{e}}l Gu{\'{e}}h{\'{e}}neuc and
Bram Adams and
Alexander Serebrenik},
title = {Detecting duplicate bug reports with software engineering domain knowledge},
booktitle = {22nd {IEEE} International Conference on Software Analysis, Evolution,
and Reengineering, {SANER} 2015, Montreal, QC, Canada, March 2-6,
2015},
pages = {211--220},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/SANER.2015.7081831},
doi = {10.1109/SANER.2015.7081831},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wcre/AggarwalRTHGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RavanbakhshG15,
author = {Siamak Ravanbakhsh and
Russell Greiner},
title = {Boolean Matrix Factorization and Completion via Message Passing},
journal = {CoRR},
volume = {abs/1509.08535},
year = {2015},
url = {http://arxiv.org/abs/1509.08535},
eprinttype = {arXiv},
eprint = {1509.08535},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RavanbakhshG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/AllenPWGW14,
author = {Felicity Allen and
Allison Pon and
Michael Wilson and
Russell Greiner and
David S. Wishart},
title = {{CFM-ID:} a web server for annotation, spectrum prediction and metabolite
identification from tandem mass spectra},
journal = {Nucleic Acids Res.},
volume = {42},
number = {Webserver-Issue},
pages = {94--99},
year = {2014},
url = {https://doi.org/10.1093/nar/gku436},
doi = {10.1093/NAR/GKU436},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nar/AllenPWGW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KhanG14,
author = {Sheehan Khan and
Russell Greiner},
editor = {Finale Doshi{-}Velez and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {The Budgeted Biomarker Discovery Problem: {A} Variant of Association
Studies},
booktitle = {Modern Artificial Intelligence for Health Analytics, Papers from the
2014 {AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-08}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8730},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KhanG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/KhanG14,
author = {Sheehan Khan and
Russell Greiner},
editor = {Huiru Jane Zheng and
Werner Dubitzky and
Xiaohua Hu and
Jin{-}Kao Hao and
Daniel P. Berrar and
Kwang{-}Hyun Cho and
Yadong Wang and
David R. Gilbert},
title = {Budgeted transcript discovery: {A} framework for joint exploration
and validation studies},
booktitle = {2014 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2014, Belfast, United Kingdom, November 2-5, 2014},
pages = {188--191},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BIBM.2014.6999150},
doi = {10.1109/BIBM.2014.6999150},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/KhanG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/SahaSRGHT14,
author = {Baidya Nath Saha and
Amritpal Saini and
Nilanjan Ray and
Russell Greiner and
Judith Hugh and
Mauro Tambasco},
title = {A robust convergence index filter for breast cancer cell segmentation},
booktitle = {2014 {IEEE} International Conference on Image Processing, {ICIP} 2014,
Paris, France, October 27-30, 2014},
pages = {922--926},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICIP.2014.7025185},
doi = {10.1109/ICIP.2014.7025185},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/SahaSRGHT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WenYG14,
author = {Junfeng Wen and
Chun{-}Nam Yu and
Russell Greiner},
title = {Robust Learning under Uncertain Test Distributions: Relating Covariate
Shift to Model Misspecification},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {631--639},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/wen14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/WenYG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RavanbakhshSFG14,
author = {Siamak Ravanbakhsh and
Christopher Srinivasa and
Brendan J. Frey and
Russell Greiner},
title = {Min-Max Problems on Factor Graphs},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1035--1043},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/ravanbakhsh14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RavanbakhshSFG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DengGM14,
author = {Kun Deng and
Russ Greiner and
Susan A. Murphy},
title = {Budgeted Learning for Developing Personalized Treatment},
booktitle = {13th International Conference on Machine Learning and Applications,
{ICMLA} 2014, Detroit, MI, USA, December 3-6, 2014},
pages = {7--14},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICMLA.2014.8},
doi = {10.1109/ICMLA.2014.8},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DengGM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RavanbakhshRG14,
author = {Siamak Ravanbakhsh and
Reihaneh Rabbany and
Russell Greiner},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Augmentative Message Passing for Traveling Salesman Problem and Graph
Partitioning},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {289--297},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/d1c38a09acc34845c6be3a127a5aacaf-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RavanbakhshRG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RavanbakhshG14,
author = {Siamak Ravanbakhsh and
Russell Greiner},
title = {Perturbed Message Passing for Constraint Satisfaction Problems},
journal = {CoRR},
volume = {abs/1401.6686},
year = {2014},
url = {http://arxiv.org/abs/1401.6686},
eprinttype = {arXiv},
eprint = {1401.6686},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RavanbakhshG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RavanbakhshGF14,
author = {Siamak Ravanbakhsh and
Russell Greiner and
Brendan J. Frey},
title = {Training Restricted Boltzmann Machine by Perturbation},
journal = {CoRR},
volume = {abs/1405.1436},
year = {2014},
url = {http://arxiv.org/abs/1405.1436},
eprinttype = {arXiv},
eprint = {1405.1436},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RavanbakhshGF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RavanbakhshRG14,
author = {Siamak Ravanbakhsh and
Reihaneh Rabbany and
Russell Greiner},
title = {Augmentative Message Passing for Traveling Salesman Problem and Graph
Partitioning},
journal = {CoRR},
volume = {abs/1406.0941},
year = {2014},
url = {http://arxiv.org/abs/1406.0941},
eprinttype = {arXiv},
eprint = {1406.0941},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RavanbakhshRG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RavanbakhshLBMGWESHLGW14,
author = {Siamak Ravanbakhsh and
Philip Liu and
Trent C. Bjorndahl and
Rupasri Mandal and
Jason R. Grant and
Michael Wilson and
Roman Eisner and
Igor Sinelnikov and
Xiaoyu Hu and
Claudio Luchinat and
Russell Greiner and
David S. Wishart},
title = {Accurate, fully-automated {NMR} spectral profiling for metabolomics},
journal = {CoRR},
volume = {abs/1409.1456},
year = {2014},
url = {http://arxiv.org/abs/1409.1456},
eprinttype = {arXiv},
eprint = {1409.1456},
timestamp = {Fri, 24 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RavanbakhshLBMGWESHLGW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RavanbakhshG14a,
author = {Siamak Ravanbakhsh and
Russell Greiner},
title = {Algebra of inference in graphical models revisited},
journal = {CoRR},
volume = {abs/1409.7410},
year = {2014},
url = {http://arxiv.org/abs/1409.7410},
eprinttype = {arXiv},
eprint = {1409.7410},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RavanbakhshG14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/HajilooSMRGD13,
author = {Mohsen Hajiloo and
Yadav Sapkota and
John R. Mackey and
Paula Robson and
Russell Greiner and
Sambasivarao Damaraju},
title = {{ETHNOPRED:} a novel machine learning method for accurate continental
and sub-continental ancestry identification and population stratification
correction},
journal = {{BMC} Bioinform.},
volume = {14},
pages = {61},
year = {2013},
url = {https://doi.org/10.1186/1471-2105-14-61},
doi = {10.1186/1471-2105-14-61},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/HajilooSMRGD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/HajilooDHSMCGD13,
author = {Mohsen Hajiloo and
Babak Damavandi and
Metanat HooshSadat and
Farzad Sangi and
John R. Mackey and
Carol E. Cass and
Russell Greiner and
Sambasivarao Damaraju},
title = {Breast cancer prediction using genome wide single nucleotide polymorphism
data},
journal = {{BMC} Bioinform.},
volume = {14},
number = {{S-13}},
pages = {S3},
year = {2013},
url = {https://doi.org/10.1186/1471-2105-14-S13-S3},
doi = {10.1186/1471-2105-14-S13-S3},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/HajilooDHSMCGD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/WangWCGS13,
author = {Shaojun Wang and
Shaomin Wang and
Li Cheng and
Russell Greiner and
Dale Schuurmans},
title = {Exploiting Syntactic, Semantic, and Lexical Regularities in Language
Modeling via Directed Markov Random Fields},
journal = {Comput. Intell.},
volume = {29},
number = {4},
pages = {649--679},
year = {2013},
url = {https://doi.org/10.1111/j.1467-8640.2012.00436.x},
doi = {10.1111/J.1467-8640.2012.00436.X},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ci/WangWCGS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/WangGW13,
author = {Shaojun Wang and
Russell Greiner and
Shaomin Wang},
title = {Consistency and Generalization Bounds for Maximum Entropy Density
Estimation},
journal = {Entropy},
volume = {15},
number = {12},
pages = {5439--5463},
year = {2013},
url = {https://doi.org/10.3390/e15125439},
doi = {10.3390/E15125439},
timestamp = {Tue, 14 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/entropy/WangGW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/WishartJGWKLDMADBSAXLYBPEANGS13,
author = {David S. Wishart and
Timothy Jewison and
Anchi Guo and
Michael Wilson and
Craig Knox and
Yifeng Liu and
Yannick Djoumbou and
Rupasri Mandal and
Farid Aziat and
Edison Dong and
Souhaila Bouatra and
Igor Sinelnikov and
David Arndt and
Jianguo Xia and
Philip Liu and
Faizath Yallou and
Trent C. Bjorndahl and
Rolando Perez{-}Pineiro and
Roman Eisner and
Felicity Allen and
Vanessa Neveu and
Russell Greiner and
Augustin Scalbert},
title = {{HMDB} 3.0 - The Human Metabolome Database in 2013},
journal = {Nucleic Acids Res.},
volume = {41},
number = {Database-Issue},
pages = {801--807},
year = {2013},
url = {https://doi.org/10.1093/nar/gks1065},
doi = {10.1093/NAR/GKS1065},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nar/WishartJGWKLDMADBSAXLYBPEANGS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiide/StanescuHEGB13,
author = {Marius Stanescu and
Sergio Poo Hernandez and
Graham Erickson and
Russell Greiner and
Michael Buro},
editor = {Gita Sukthankar and
Ian Horswill},
title = {Predicting Army Combat Outcomes in StarCraft},
booktitle = {Proceedings of the Ninth {AAAI} Conference on Artificial Intelligence
and Interactive Digital Entertainment, AIIDE-13, Boston, Massachusetts,
USA, October 14-18, 2013},
publisher = {{AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/AIIDE/AIIDE13/paper/view/7381},
timestamp = {Mon, 10 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aiide/StanescuHEGB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/DiazBGHRM13,
author = {Idanis Diaz and
Pierre Boulanger and
Russell Greiner and
Bret Hoehn and
Lindsay Rowe and
Albert Murtha},
title = {An automatic brain tumor segmentation tool},
booktitle = {35th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2013, Osaka, Japan, July 3-7,
2013},
pages = {3339--3342},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/EMBC.2013.6610256},
doi = {10.1109/EMBC.2013.6610256},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/DiazBGHRM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KhanG13,
author = {Sheehan Khan and
Russell Greiner},
editor = {Wei Ding and
Takashi Washio and
Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Finding Discriminatory Genes: {A} Methodology for Validating Microarray
Studies},
booktitle = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, TX, USA, December 7-10, 2013},
pages = {64--71},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDMW.2013.122},
doi = {10.1109/ICDMW.2013.122},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KhanG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isvc/SalahDGBHM13,
author = {Mohamed Ben Salah and
Idanis Diaz and
Russell Greiner and
Pierre Boulanger and
Bret Hoehn and
Albert Murtha},
editor = {George Bebis and
Richard Boyle and
Bahram Parvin and
Darko Koracin and
Baoxin Li and
Fatih Porikli and
Victor B. Zordan and
James T. Klosowski and
Sabine Coquillart and
Xun Luo and
Min Chen and
David Gotz},
title = {Fully Automated Brain Tumor Segmentation Using Two {MRI} Modalities},
booktitle = {Advances in Visual Computing - 9th International Symposium, {ISVC}
2013, Rethymnon, Crete, Greece, July 29-31, 2013. Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {8033},
pages = {30--39},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41914-0\_4},
doi = {10.1007/978-3-642-41914-0\_4},
timestamp = {Tue, 14 May 2019 10:00:44 +0200},
biburl = {https://dblp.org/rec/conf/isvc/SalahDGBHM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZolghadrBGGS13,
author = {Navid Zolghadr and
G{\'{a}}bor Bart{\'{o}}k and
Russell Greiner and
Andr{\'{a}}s Gy{\"{o}}rgy and
Csaba Szepesv{\'{a}}ri},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Online Learning with Costly Features and Labels},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {1241--1249},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/291597a100aadd814d197af4f4bab3a7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZolghadrBGGS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-2313,
author = {Tim Van Allen and
Russell Greiner and
Peter Hooper},
title = {Bayesian Error-Bars for Belief Net Inference},
journal = {CoRR},
volume = {abs/1301.2313},
year = {2013},
url = {http://arxiv.org/abs/1301.2313},
eprinttype = {arXiv},
eprint = {1301.2313},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-2313.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-6684,
author = {Jie Cheng and
Russell Greiner},
title = {Comparing Bayesian Network Classifiers},
journal = {CoRR},
volume = {abs/1301.6684},
year = {2013},
url = {http://arxiv.org/abs/1301.6684},
eprinttype = {arXiv},
eprint = {1301.6684},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-6684.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-1542,
author = {Russell Greiner and
Adam J. Grove and
Dale Schuurmans},
title = {Learning Bayesian Nets that Perform Well},
journal = {CoRR},
volume = {abs/1302.1542},
year = {2013},
url = {http://arxiv.org/abs/1302.1542},
eprinttype = {arXiv},
eprint = {1302.1542},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-1542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AllenGW13,
author = {Felicity Allen and
Russell Greiner and
David S. Wishart},
title = {Competitive Fragmentation Modeling of {ESI-MS/MS} spectra for metabolite
identification},
journal = {CoRR},
volume = {abs/1312.0264},
year = {2013},
url = {http://arxiv.org/abs/1312.0264},
eprinttype = {arXiv},
eprint = {1312.0264},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AllenGW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/SahaRGMZ12,
author = {Baidya Nath Saha and
Nilanjan Ray and
Russell Greiner and
Albert Murtha and
Hong Zhang},
title = {Quick detection of brain tumors and edemas: {A} bounding box method
using symmetry},
journal = {Comput. Medical Imaging Graph.},
volume = {36},
number = {2},
pages = {95--107},
year = {2012},
url = {https://doi.org/10.1016/j.compmedimag.2011.06.001},
doi = {10.1016/J.COMPMEDIMAG.2011.06.001},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmig/SahaRGMZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/ZarnaniMSKHG12,
author = {Ashkan Zarnani and
Petr Mus{\'{\i}}lek and
Xiaoyu Shi and
Xiaodi Ke and
Hua He and
Russell Greiner},
title = {Learning to predict ice accretion on electric power lines},
journal = {Eng. Appl. Artif. Intell.},
volume = {25},
number = {3},
pages = {609--617},
year = {2012},
url = {https://doi.org/10.1016/j.engappai.2011.11.004},
doi = {10.1016/J.ENGAPPAI.2011.11.004},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/ZarnaniMSKHG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbra/MoulaviHSHG12,
author = {Davoud Moulavi and
Mohsen Hajiloo and
J{\"{o}}rg Sander and
Philip F. Halloran and
Russell Greiner},
title = {Combining gene expression and interaction network data to improve
kidney lesion score prediction},
journal = {Int. J. Bioinform. Res. Appl.},
volume = {8},
number = {1/2},
pages = {54--66},
year = {2012},
url = {https://doi.org/10.1504/IJBRA.2012.045976},
doi = {10.1504/IJBRA.2012.045976},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbra/MoulaviHSHG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jgo/LizotteGS12,
author = {Daniel J. Lizotte and
Russell Greiner and
Dale Schuurmans},
title = {An experimental methodology for response surface optimization methods},
journal = {J. Glob. Optim.},
volume = {53},
number = {4},
pages = {699--736},
year = {2012},
url = {https://doi.org/10.1007/s10898-011-9732-z},
doi = {10.1007/S10898-011-9732-Z},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jgo/LizotteGS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RavanbakhshYG12,
author = {Siamak Ravanbakhsh and
Chun{-}Nam Yu and
Russell Greiner},
title = {A Generalized Loop Correction Method for Approximate Inference in
Graphical Models},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/304.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RavanbakhshYG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-2642,
author = {Peter Hooper and
Yasin Abbasi{-}Yadkori and
Russell Greiner and
Bret Hoehn},
title = {Improved Mean and Variance Approximations for Belief Net Responses
via Network Doubling},
journal = {CoRR},
volume = {abs/1205.2642},
year = {2012},
url = {http://arxiv.org/abs/1205.2642},
eprinttype = {arXiv},
eprint = {1205.2642},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-2642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-3233,
author = {Alejandro Isaza and
Csaba Szepesv{\'{a}}ri and
Vadim Bulitko and
Russell Greiner},
title = {Speeding Up Planning in Markov Decision Processes via Automatically
Constructed Abstractions},
journal = {CoRR},
volume = {abs/1206.3233},
year = {2012},
url = {http://arxiv.org/abs/1206.3233},
eprinttype = {arXiv},
eprint = {1206.3233},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-3233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4654,
author = {Siamak Ravanbakhsh and
Chun{-}Nam Yu and
Russell Greiner},
title = {A Generalized Loop Correction Method for Approximate Inference in
Graphical Models},
journal = {CoRR},
volume = {abs/1206.4654},
year = {2012},
url = {http://arxiv.org/abs/1206.4654},
eprinttype = {arXiv},
eprint = {1206.4654},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-4138,
author = {Omid Madani and
Daniel J. Lizotte and
Russell Greiner},
title = {Active Model Selection},
journal = {CoRR},
volume = {abs/1207.4138},
year = {2012},
url = {http://arxiv.org/abs/1207.4138},
eprinttype = {arXiv},
eprint = {1207.4138},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-4138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-2472,
author = {Daniel J. Lizotte and
Omid Madani and
Russell Greiner},
title = {Budgeted Learning of Naive-Bayes Classifiers},
journal = {CoRR},
volume = {abs/1212.2472},
year = {2012},
url = {http://arxiv.org/abs/1212.2472},
eprinttype = {arXiv},
eprint = {1212.2472},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-2472.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/DiazBGM11,
author = {Idanis Diaz and
Pierre Boulanger and
Russell Greiner and
Albert Murtha},
title = {A critical review of the effects of de-noising algorithms on {MRI}
brain tumor segmentation},
booktitle = {33rd Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2011, Boston, MA, USA, August
30 - Sept. 3, 2011},
pages = {3934--3937},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IEMBS.2011.6090977},
doi = {10.1109/IEMBS.2011.6090977},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/DiazBGM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuGLB11,
author = {Chun{-}Nam Yu and
Russell Greiner and
Hsiu{-}Chin Lin and
Vickie Baracos},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Learning Patient-Specific Cancer Survival Distributions as a Sequence
of Dependent Regressors},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {1845--1853},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/1019c8091693ef5c5f55970346633f92-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YuGLB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/SuGKN11,
author = {Xiaoyuan Su and
Russell Greiner and
Taghi M. Khoshgoftaar and
Amri Napolitano},
editor = {Joshua Zhexue Huang and
Longbing Cao and
Jaideep Srivastava},
title = {Using Classifier-Based Nominal Imputation to Improve Machine Learning},
booktitle = {Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia
Conference, {PAKDD} 2011, Shenzhen, China, May 24-27, 2011, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6634},
pages = {124--135},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20841-6\_11},
doi = {10.1007/978-3-642-20841-6\_11},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/SuGKN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iandc/SchulteLG10,
author = {Oliver Schulte and
Wei Luo and
Russell Greiner},
title = {Mind change optimal learning of Bayes net structure from dependency
and independency data},
journal = {Inf. Comput.},
volume = {208},
number = {1},
pages = {63--82},
year = {2010},
url = {https://doi.org/10.1016/j.ic.2009.03.009},
doi = {10.1016/J.IC.2009.03.009},
timestamp = {Fri, 12 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iandc/SchulteLG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RavanbakhshPG10,
author = {Siamak (Moshen) Ravanbakhsh and
Barnab{\'{a}}s P{\'{o}}czos and
Russell Greiner},
editor = {Maria Fox and
David Poole},
title = {A Cross-Entropy Method that Optimizes Partially Decomposable Problems:
{A} New Way to Interpret {NMR} Spectra},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {1280--1286},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7496},
doi = {10.1609/AAAI.V24I1.7496},
timestamp = {Mon, 04 Sep 2023 16:23:45 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RavanbakhshPG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SchulteFGK10,
author = {Oliver Schulte and
Gustavo Frigo and
Russell Greiner and
Hassan Khosravi},
editor = {Atefeh Farzindar and
Vlado Keselj},
title = {The {IMAP} Hybrid Method for Learning Gaussian Bayes Nets},
booktitle = {Advances in Artificial Intelligence, 23rd Canadian Conference on Artificial
Intelligence, Canadian, {AI} 2010, Ottawa, Canada, May 31 - June 2,
2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6085},
pages = {123--134},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13059-5\_14},
doi = {10.1007/978-3-642-13059-5\_14},
timestamp = {Thu, 28 Sep 2023 12:27:10 +0200},
biburl = {https://dblp.org/rec/conf/ai/SchulteFGK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiPSG10,
author = {Liuyang Li and
Barnab{\'{a}}s P{\'{o}}czos and
Csaba Szepesv{\'{a}}ri and
Russell Greiner},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Budgeted Distribution Learning of Belief Net Parameters},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {879--886},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/406.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiPSG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/BostanGSL09,
author = {Babak Bostan and
Russell Greiner and
Duane Szafron and
Paul Lu},
title = {Predicting homologous signaling pathways using machine learning},
journal = {Bioinform.},
volume = {25},
number = {22},
pages = {2913--2920},
year = {2009},
url = {https://doi.org/10.1093/bioinformatics/btp532},
doi = {10.1093/BIOINFORMATICS/BTP532},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/BostanGSL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijids/SuKG09,
author = {Xiaoyuan Su and
Taghi M. Khoshgoftaar and
Russell Greiner},
title = {Making an accurate classifier ensemble by voting on classifications
from imputed learning sets},
journal = {Int. J. Inf. Decis. Sci.},
volume = {1},
number = {3},
pages = {301--322},
year = {2009},
url = {https://doi.org/10.1504/IJIDS.2009.027657},
doi = {10.1504/IJIDS.2009.027657},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijids/SuKG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/WishartKGEYGHPDBMSXJCLSSHLFPFCTCLSZDXCGNSLVF09,
author = {David S. Wishart and
Craig Knox and
Anchi Guo and
Roman Eisner and
Nelson Young and
Bijaya Gautam and
David D. Hau and
Nick Psychogios and
Edison Dong and
Souhaila Bouatra and
Rupasri Mandal and
Igor Sinelnikov and
Jianguo Xia and
Leslie Jia and
Joseph A. Cruz and
Emilia Lim and
Constance A. Sobsey and
Savita Shrivastava and
Paul Huang and
Philip Liu and
Lydia Fang and
Jun Peng and
Ryan Fradette and
Dean Cheng and
Dan Tzur and
Melisa Clements and
Avalyn Lewis and
Andrea De Souza and
Azaret Zuniga and
Margot Dawe and
Yeping Xiong and
Derrick Clive and
Russell Greiner and
Alsu Nazyrova and
Rustem Shaykhutdinov and
Liang Li and
Hans J. Vogel and
Ian J. Forsythe},
title = {{HMDB:} a knowledgebase for the human metabolome},
journal = {Nucleic Acids Res.},
volume = {37},
number = {Database-Issue},
pages = {603--610},
year = {2009},
url = {https://doi.org/10.1093/nar/gkn810},
doi = {10.1093/NAR/GKN810},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nar/WishartKGEYGHPDBMSXJCLSSHLFPFCTCLSZDXCGNSLVF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/ZhuGH09,
author = {Tingshao Zhu and
Russell Greiner and
Bin Hu},
title = {{LILAC} - Learn from Internet: Log, Annotation, and Content},
booktitle = {Experimental Design for Real-World Systems, Papers from the 2009 {AAAI}
Spring Symposium, Technical Report SS-09-03, Stanford, California,
USA, March 23-25, 2009},
pages = {57},
publisher = {{AAAI}},
year = {2009},
url = {http://www.aaai.org/Library/Symposia/Spring/2009/ss09-03-008.php},
timestamp = {Fri, 17 Feb 2012 13:45:58 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/ZhuGH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/KerhetSQRGMR09,
author = {Aliaksei Kerhet and
Cormac Small and
Harvey Quon and
Terence Riauka and
Russell Greiner and
Alexander McEwan and
Wilson Roa},
editor = {Carlo Combi and
Yuval Shahar and
Ameen Abu{-}Hanna},
title = {Segmentation of Lung Tumours in Positron Emission Tomography Scans:
{A} Machine Learning Approach},
booktitle = {Artificial Intelligence in Medicine, 12th Conference on Artificial
Intelligence in Medicine, {AIME} 2009, Verona, Italy, July 18-22,
2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5651},
pages = {146--155},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02976-9\_19},
doi = {10.1007/978-3-642-02976-9\_19},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/aime/KerhetSQRGMR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidm/SchulteFGLK09,
author = {Oliver Schulte and
Gustavo Frigo and
Russell Greiner and
Wei Luo and
Hassan Khosravi},
title = {A new hybrid method for Bayesian network learning With dependency
constraints},
booktitle = {Proceedings of the {IEEE} Symposium on Computational Intelligence
and Data Mining, {CIDM} 2009, part of the {IEEE} Symposium Series
on Computational Intelligence 2009, Nashville, TN, USA, March 30,
2009 - April 2, 2009},
pages = {53--60},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/CIDM.2009.4938629},
doi = {10.1109/CIDM.2009.4938629},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cidm/SchulteFGLK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/SuKG09,
author = {Xiaoyuan Su and
Taghi M. Khoshgoftaar and
Russell Greiner},
editor = {H. Chad Lane and
Hans W. Guesgen},
title = {VipBoost: {A} More Accurate Boosting Algorithm},
booktitle = {Proceedings of the Twenty-Second International Florida Artificial
Intelligence Research Society Conference, May 19-21, 2009, Sanibel
Island, Florida, {USA}},
publisher = {{AAAI} Press},
year = {2009},
url = {http://aaai.org/ocs/index.php/FLAIRS/2009/paper/view/57},
timestamp = {Wed, 26 Oct 2022 08:35:22 +0200},
biburl = {https://dblp.org/rec/conf/flairs/SuKG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FarhangfarGS09,
author = {Alireza Farhangfar and
Russell Greiner and
Csaba Szepesv{\'{a}}ri},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Learning to segment from a few well-selected training images},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {305--312},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553413},
doi = {10.1145/1553374.1553413},
timestamp = {Tue, 06 Nov 2018 16:58:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/FarhangfarGS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PoczosASGS09,
author = {Barnab{\'{a}}s P{\'{o}}czos and
Yasin Abbasi{-}Yadkori and
Csaba Szepesv{\'{a}}ri and
Russell Greiner and
Nathan R. Sturtevant},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Learning when to stop thinking and do something!},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {825--832},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553480},
doi = {10.1145/1553374.1553480},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PoczosASGS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HooperAGH09,
author = {Peter Hooper and
Yasin Abbasi{-}Yadkori and
Russell Greiner and
Bret Hoehn},
editor = {Jeff A. Bilmes and
Andrew Y. Ng},
title = {Improved Mean and Variance Approximations for Belief Net Responses
via Network Doubling},
booktitle = {{UAI} 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty
in Artificial Intelligence, Montreal, QC, Canada, June 18-21, 2009},
pages = {232--239},
publisher = {{AUAI} Press},
year = {2009},
url = {https://www.auai.org/uai2009/papers/UAI2009\_0159\_3897b420ed74f347d8866c58b371e4d3.pdf},
timestamp = {Tue, 25 Oct 2022 12:03:45 +0200},
biburl = {https://dblp.org/rec/conf/uai/HooperAGH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/AllenSGH08,
author = {Tim Van Allen and
Ajit Singh and
Russell Greiner and
Peter Hooper},
title = {Quantifying the uncertainty of a belief net response: Bayesian error-bars
for belief net inference},
journal = {Artif. Intell.},
volume = {172},
number = {4-5},
pages = {483--513},
year = {2008},
url = {https://doi.org/10.1016/j.artint.2007.09.004},
doi = {10.1016/J.ARTINT.2007.09.004},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/AllenSGH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/FysheLSGL08,
author = {Alona Fyshe and
Yifeng Liu and
Duane Szafron and
Russell Greiner and
Paul Lu},
title = {Improving subcellular localization prediction using text classification
and the gene ontology},
journal = {Bioinform.},
volume = {24},
number = {21},
pages = {2512--2517},
year = {2008},
url = {https://doi.org/10.1093/bioinformatics/btn463},
doi = {10.1093/BIOINFORMATICS/BTN463},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/FysheLSGL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/LevnerZG08,
author = {Ilya Levner and
Hong Zhang and
Russell Greiner},
title = {Heterogeneous Stacking for Classification-Driven Watershed Segmentation},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2008},
year = {2008},
url = {https://doi.org/10.1155/2008/485821},
doi = {10.1155/2008/485821},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejasp/LevnerZG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LeeZPHG08,
author = {Chi{-}Hoon Lee and
Osmar R. Za{\"{\i}}ane and
Ho{-}Hyun Park and
Jiayuan Huang and
Russell Greiner},
title = {Clustering high dimensional data: {A} graph-based relaxed optimization
approach},
journal = {Inf. Sci.},
volume = {178},
number = {23},
pages = {4501--4511},
year = {2008},
url = {https://doi.org/10.1016/j.ins.2008.05.014},
doi = {10.1016/J.INS.2008.05.014},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LeeZPHG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LeeBGWM08,
author = {Chi{-}Hoon Lee and
Matthew R. G. Brown and
Russell Greiner and
Shaojun Wang and
Albert Murtha},
editor = {Dieter Fox and
Carla P. Gomes},
title = {Constrained Classification on Structured Data},
booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
{AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
pages = {1812--1813},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/AAAI/2008/aaai08-296.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LeeBGWM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiide/IsazaLBG08,
author = {Alejandro Isaza and
Jieshan Lu and
Vadim Bulitko and
Russell Greiner},
editor = {Christian Darken and
Michael Mateas},
title = {A Cover-Based Approach to Multi-Agent Moving Target Pursuit},
booktitle = {Proceedings of the Fourth Artificial Intelligence and Interactive
Digital Entertainment Conference, October 22-24, 2008, Stanford, California,
{USA}},
publisher = {The {AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/AIIDE/2008/aiide08-009.php},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aiide/IsazaLBG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/SuKG08,
author = {Xiaoyuan Su and
Taghi M. Khoshgoftaar and
Russell Greiner},
editor = {David Wilson and
H. Chad Lane},
title = {A Mixture Imputation-Boosted Collaborative Filter},
booktitle = {Proceedings of the Twenty-First International Florida Artificial Intelligence
Research Society Conference, May 15-17, 2008, Coconut Grove, Florida,
{USA}},
pages = {312--316},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/FLAIRS/2008/flairs08-075.php},
timestamp = {Wed, 26 Oct 2022 08:35:23 +0200},
biburl = {https://dblp.org/rec/conf/flairs/SuKG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/LevnerGZ08,
author = {Ilya Levner and
Russell Greiner and
Hong Zhang},
title = {Supervised image segmentation via ground truth decomposition},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2008, October 12-15, 2008, San Diego, California, {USA}},
pages = {737--740},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICIP.2008.4711860},
doi = {10.1109/ICIP.2008.4711860},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/LevnerGZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/Lees-MillerAHG08,
author = {John D. Lees{-}Miller and
Fraser Anderson and
Bret Hoehn and
Russell Greiner},
editor = {M. Arif Wani and
Xue{-}wen Chen and
David P. Casasent and
Lukasz A. Kurgan and
Tony Hu and
Khalid Hafeez},
title = {Does Wikipedia Information Help Netflix Predictions?},
booktitle = {Seventh International Conference on Machine Learning and Applications,
{ICMLA} 2008, San Diego, California, USA, 11-13 December 2008},
pages = {337--343},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICMLA.2008.121},
doi = {10.1109/ICMLA.2008.121},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/Lees-MillerAHG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/SuKG08,
author = {Xiaoyuan Su and
Taghi M. Khoshgoftaar and
Russell Greiner},
title = {Using Imputation Techniques to Help Learn Accurate Classifiers},
booktitle = {20th {IEEE} International Conference on Tools with Artificial Intelligence
{(ICTAI} 2008), November 3-5, 2008, Dayton, Ohio, USA, Volume 1},
pages = {437--444},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICTAI.2008.60},
doi = {10.1109/ICTAI.2008.60},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/SuKG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/FarhangfarGZ08,
author = {Alireza Farhangfar and
Russell Greiner and
Martin Zinkevich},
title = {A Fast Way to Produce Optimal Fixed-Depth Decision Trees},
booktitle = {International Symposium on Artificial Intelligence and Mathematics,
{ISAIM} 2008, Fort Lauderdale, Florida, USA, January 2-4, 2008},
year = {2008},
url = {http://isaim2008.unl.edu/PAPERS/TechnicalProgram/ISAIM2008\_0022\_afd88e29a0a4ff36741f4d8e4eb84a69.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isaim/FarhangfarGZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LeeWMBG08,
author = {Chi{-}Hoon Lee and
Shaojun Wang and
Albert Murtha and
Matthew R. G. Brown and
Russell Greiner},
editor = {Dimitris N. Metaxas and
Leon Axel and
Gabor Fichtinger and
G{\'{a}}bor Sz{\'{e}}kely},
title = {Segmenting Brain Tumors Using Pseudo-Conditional Random Fields},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2008, 11th International Conference, New York, NY, USA, September
6-10, 2008, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5241},
pages = {359--366},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-85988-8\_43},
doi = {10.1007/978-3-540-85988-8\_43},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LeeWMBG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/SuKZG08,
author = {Xiaoyuan Su and
Taghi M. Khoshgoftaar and
Xingquan Zhu and
Russell Greiner},
editor = {Roger L. Wainwright and
Hisham Haddad},
title = {Imputation-boosted collaborative filtering using machine learning
classifiers},
booktitle = {Proceedings of the 2008 {ACM} Symposium on Applied Computing (SAC),
Fortaleza, Ceara, Brazil, March 16-20, 2008},
pages = {949--950},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1363686.1363903},
doi = {10.1145/1363686.1363903},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/SuKZG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/IsazaSBG08,
author = {Alejandro Isaza and
Csaba Szepesv{\'{a}}ri and
Vadim Bulitko and
Russell Greiner},
editor = {David A. McAllester and
Petri Myllym{\"{a}}ki},
title = {Speeding Up Planning in Markov Decision Processes via Automatically
Constructed Abstraction},
booktitle = {{UAI} 2008, Proceedings of the 24th Conference in Uncertainty in Artificial
Intelligence, Helsinki, Finland, July 9-12, 2008},
pages = {306--314},
publisher = {{AUAI} Press},
year = {2008},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1955\&\#38;proceeding\_id=24},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/IsazaSBG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/SuKG08,
author = {Xiaoyuan Su and
Taghi M. Khoshgoftaar and
Russell Greiner},
title = {Imputed Neighborhood Based Collaborative Filtering},
booktitle = {2008 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence,
{WI} 2008, 9-12 December 2008, Sydney, NSW, Australia, Main Conference
Proceedings},
pages = {633--639},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/WIIAT.2008.99},
doi = {10.1109/WIIAT.2008.99},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/SuKG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jucs/LiBG07,
author = {Lihong Li and
Vadim Bulitko and
Russell Greiner},
title = {Focus of Attention in Reinforcement Learning},
journal = {J. Univers. Comput. Sci.},
volume = {13},
number = {9},
pages = {1246--1269},
year = {2007},
url = {https://doi.org/10.3217/jucs-013-09-1246},
doi = {10.3217/JUCS-013-09-1246},
timestamp = {Thu, 07 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jucs/LiBG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/WishartTKEGYCJASFNLCFTSJSABHWMCGGZDMWDBCGLMSVQ07,
author = {David S. Wishart and
Dan Tzur and
Craig Knox and
Roman Eisner and
Anchi Guo and
Nelson Young and
Dean Cheng and
Kevin Jewell and
David Arndt and
Summit Sawhney and
Chris Fung and
Lisa Nikolai and
Mike Lewis and
Marie{-}Aude Coutouly and
Ian J. Forsythe and
Peter Tang and
Savita Shrivastava and
Kevin Jeroncic and
Paul Stothard and
Godwin Amegbey and
David Block and
David D. Hau and
James Wagner and
Jessica Miniaci and
Melisa Clements and
Mulu Gebremedhin and
Natalie Guo and
Ying Zhang and
Gavin E. Duggan and
Glen D. MacInnis and
Alim M. Weljie and
Reza Dowlatabadi and
Fiona Bamforth and
Derrick Clive and
Russell Greiner and
Liang Li and
Tom Marrie and
Brian D. Sykes and
Hans J. Vogel and
Lori Querengesser},
title = {{HMDB:} the Human Metabolome Database},
journal = {Nucleic Acids Res.},
volume = {35},
number = {Database-Issue},
pages = {521--526},
year = {2007},
url = {https://doi.org/10.1093/nar/gkl923},
doi = {10.1093/NAR/GKL923},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nar/WishartTKEGYCJASFNLCFTSJSABHWMCGGZDMWDBCGLMSVQ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/SchulteLG07,
author = {Oliver Schulte and
Wei Luo and
Russell Greiner},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Mind Change Optimal Learning of Bayes Net Structure},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {187--202},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_15},
doi = {10.1007/978-3-540-72927-3\_15},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/SchulteLG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GuoG07,
author = {Yuhong Guo and
Russell Greiner},
editor = {Manuela M. Veloso},
title = {Optimistic Active-Learning Using Mutual Information},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {823--829},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/132.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GuoG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/WishartG07,
author = {David S. Wishart and
Russell Greiner},
editor = {Russ B. Altman and
A. Keith Dunker and
Lawrence Hunter and
Tiffany Murray and
Teri E. Klein},
title = {Session Introduction},
booktitle = {Biocomputing 2007, Proceedings of the Pacific Symposium, Maui, Hawaii,
USA, 3-7 January 2007},
pages = {112--114},
publisher = {World Scientific},
year = {2007},
url = {http://psb.stanford.edu/psb-online/proceedings/psb07/intro-metabolomics.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/psb/WishartG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/SuGKZ07,
author = {Xiaoyuan Su and
Russell Greiner and
Taghi M. Khoshgoftaar and
Xingquan Zhu},
title = {Hybrid Collaborative Filtering Algorithms Using a Mixture of Experts},
booktitle = {2007 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence,
{WI} 2007, 2-5 November 2007, Silicon Valley, CA, USA, Main Conference
Proceedings},
pages = {645--649},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/WI.2007.10},
doi = {10.1109/WI.2007.10},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/SuGKZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/GreinerHJM06,
author = {Russell Greiner and
Ryan Hayward and
Magdalena Jankowska and
Michael Molloy},
title = {Finding optimal satisficing strategies for and-or trees},
journal = {Artif. Intell.},
volume = {170},
number = {1},
pages = {19--58},
year = {2006},
url = {https://doi.org/10.1016/j.artint.2005.09.002},
doi = {10.1016/J.ARTINT.2005.09.002},
timestamp = {Thu, 24 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/GreinerHJM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcp/MorrisGSMS06,
author = {Marianne Morris and
Russell Greiner and
J{\"{o}}rg Sander and
Albert Murtha and
Mark Schmidt},
title = {Learning a Classification-based Glioma Growth Model Using {MRI} Data},
journal = {J. Comput.},
volume = {1},
number = {7},
pages = {21--31},
year = {2006},
url = {http://www.jcomputers.us/index.php?m=content\&\#38;c=index\&\#38;a=show\&\#38;catid=94\&\#38;id=1211},
doi = {10.4304/JCP.1.7.21-31},
timestamp = {Thu, 25 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcp/MorrisGSMS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/PiredduSLG06,
author = {Luca Pireddu and
Duane Szafron and
Paul Lu and
Russell Greiner},
title = {The Path-A metabolic pathway prediction web server},
journal = {Nucleic Acids Res.},
volume = {34},
number = {Web-Server-Issue},
pages = {714--719},
year = {2006},
url = {https://doi.org/10.1093/nar/gkl228},
doi = {10.1093/NAR/GKL228},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nar/PiredduSLG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PoulinESLGWFPMA06,
author = {Brett Poulin and
Roman Eisner and
Duane Szafron and
Paul Lu and
Russell Greiner and
David S. Wishart and
Alona Fyshe and
Brandon Pearcy and
Cam Macdonell and
John Anvik},
title = {Visual Explanation of Evidence with Additive Classifiers},
booktitle = {Proceedings, The Twenty-First National Conference on Artificial Intelligence
and the Eighteenth Innovative Applications of Artificial Intelligence
Conference, July 16-20, 2006, Boston, Massachusetts, {USA}},
pages = {1822--1829},
publisher = {{AAAI} Press},
year = {2006},
url = {http://www.aaai.org/Library/AAAI/2006/aaai06-301.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PoulinESLGWFPMA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/JiaoWLGS06,
author = {Feng Jiao and
Shaojun Wang and
Chi{-}Hoon Lee and
Russell Greiner and
Dale Schuurmans},
editor = {Nicoletta Calzolari and
Claire Cardie and
Pierre Isabelle},
title = {Semi-Supervised Conditional Random Fields for Improved Sequence Segmentation
and Labeling},
booktitle = {{ACL} 2006, 21st International Conference on Computational Linguistics
and 44th Annual Meeting of the Association for Computational Linguistics,
Proceedings of the Conference, Sydney, Australia, 17-21 July 2006},
publisher = {The Association for Computer Linguistics},
year = {2006},
url = {https://aclanthology.org/P06-1027/},
doi = {10.3115/1220175.1220202},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/JiaoWLGS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/MorrisGSMS06,
author = {Marianne Morris and
Russell Greiner and
J{\"{o}}rg Sander and
Albert Murtha and
Mark Schmidt},
editor = {Luc Lamontagne and
Mario Marchand},
title = {A Classification-Based Glioma Diffusion Model Using {MRI} Data},
booktitle = {Advances in Artificial Intelligence, 19th Conference of the Canadian
Society for Computational Studies of Intelligence, Canadian {AI} 2006,
Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada, June 7-9, 2006,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4013},
pages = {98--109},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11766247\_9},
doi = {10.1007/11766247\_9},
timestamp = {Thu, 28 Sep 2023 12:27:07 +0200},
biburl = {https://dblp.org/rec/conf/ai/MorrisGSMS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/IsukapalliEG06,
author = {Ramana Isukapalli and
Ahmed M. Elgammal and
Russell Greiner},
editor = {Ales Leonardis and
Horst Bischof and
Axel Pinz},
title = {Learning to Detect Objects of Many Classes Using Binary Classifiers},
booktitle = {Computer Vision - {ECCV} 2006, 9th European Conference on Computer
Vision, Graz, Austria, May 7-13, 2006, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3951},
pages = {352--364},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11744023\_28},
doi = {10.1007/11744023\_28},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/IsukapalliEG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fgr/IsukapalliEG06,
author = {Ramana Isukapalli and
Ahmed M. Elgammal and
Russell Greiner},
title = {Learning to Identify Facial Expression During Detection Using Markov
Decision Process},
booktitle = {Seventh {IEEE} International Conference on Automatic Face and Gesture
Recognition {(FGR} 2006), 10-12 April 2006, Southampton, {UK}},
pages = {305--310},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/FGR.2006.71},
doi = {10.1109/FGR.2006.71},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fgr/IsukapalliEG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icgi/WangWCGS06,
author = {Shaojun Wang and
Shaomin Wang and
Li Cheng and
Russell Greiner and
Dale Schuurmans},
editor = {Yasubumi Sakakibara and
Satoshi Kobayashi and
Kengo Sato and
Tetsuro Nishino and
Etsuji Tomita},
title = {Stochastic Analysis of Lexical and Semantic Enhanced Structural Language
Model},
booktitle = {Grammatical Inference: Algorithms and Applications, 8th International
Colloquium, {ICGI} 2006, Tokyo, Japan, September 20-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4201},
pages = {97--111},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11872436\_9},
doi = {10.1007/11872436\_9},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icgi/WangWCGS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeGW06,
author = {Chi{-}Hoon Lee and
Russell Greiner and
Shaojun Wang},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Using query-specific variance estimates to combine Bayesian classifiers},
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 = {529--536},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143911},
doi = {10.1145/1143844.1143911},
timestamp = {Tue, 19 Nov 2019 09:25:06 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeeGW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/IsukapalliE06,
author = {Ramana Isukapalli and
Ahmed M. Elgammal and
Russell Greiner},
title = {Learning Policies for Efficiently Identifying Objects of Many Classes},
booktitle = {18th International Conference on Pattern Recognition {(ICPR} 2006),
20-24 August 2006, Hong Kong, China},
pages = {356--361},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICPR.2006.755},
doi = {10.1109/ICPR.2006.755},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/IsukapalliE06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/PriceGHF06,
author = {Robert Price and
Russell Greiner and
Gerald H{\"{a}}ubl and
Alden Flatt},
editor = {C{\'{e}}cile Paris and
Candace L. Sidner},
title = {Automatic construction of personalized customer interfaces},
booktitle = {Proceedings of the 11th International Conference on Intelligent User
Interfaces, {IUI} 2006, Sydney, Australia, January 29 - February 1,
2006},
pages = {250--257},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1111449.1111501},
doi = {10.1145/1111449.1111501},
timestamp = {Tue, 06 Nov 2018 11:07:41 +0100},
biburl = {https://dblp.org/rec/conf/iui/PriceGHF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeeWJSG06,
author = {Chi{-}Hoon Lee and
Shaojun Wang and
Feng Jiao and
Dale Schuurmans and
Russell Greiner},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Learning to Model Spatial Dependency: Semi-Supervised Discriminative
Random Fields},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {793--800},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/a0ba2648acd23dc7a5829968ce531a7d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LeeWJSG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuangZGZS06,
author = {Jiayuan Huang and
Tingshao Zhu and
Russell Greiner and
Dengyong Zhou and
Dale Schuurmans},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Information Marginalization on Subgraphs},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2006, 10th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Berlin,
Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4213},
pages = {199--210},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871637\_22},
doi = {10.1007/11871637\_22},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HuangZGZS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LeeGZ06,
author = {Chi{-}Hoon Lee and
Russell Greiner and
Osmar R. Za{\"{\i}}ane},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Efficient Spatial Classification Using Decoupled Conditional Random
Fields},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2006, 10th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Berlin,
Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4213},
pages = {272--283},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871637\_28},
doi = {10.1007/11871637\_28},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LeeGZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GreinerSSZ05,
author = {Russell Greiner and
Xiaoyuan Su and
Bin Shen and
Wei Zhou},
title = {Structural Extension to Logistic Regression: Discriminative Parameter
Learning of Belief Net Classifiers},
journal = {Mach. Learn.},
volume = {59},
number = {3},
pages = {297--322},
year = {2005},
url = {https://doi.org/10.1007/s10994-005-0469-0},
doi = {10.1007/S10994-005-0469-0},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GreinerSSZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/LuSGWFPPENL05,
author = {Paul Lu and
Duane Szafron and
Russell Greiner and
David S. Wishart and
Alona Fyshe and
Brandon Pearcy and
Brett Poulin and
Roman Eisner and
Danny Ngo and
Nicholas Lamb},
title = {{PA-GOSUB:} a searchable database of model organism protein sequences
with their predicted Gene Ontology molecular function and subcellular
localization},
journal = {Nucleic Acids Res.},
volume = {33},
number = {Database-Issue},
pages = {147--153},
year = {2005},
url = {https://doi.org/10.1093/nar/gki120},
doi = {10.1093/NAR/GKI120},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nar/LuSGWFPPENL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/DomselaarSSCGDLSGW05,
author = {Gary H. Van Domselaar and
Paul Stothard and
Savita Shrivastava and
Joseph A. Cruz and
Anchi Guo and
Xiaoli Dong and
Paul Lu and
Duane Szafron and
Russell Greiner and
David S. Wishart},
title = {BASys: a web server for automated bacterial genome annotation},
journal = {Nucleic Acids Res.},
volume = {33},
number = {Web-Server-Issue},
pages = {455--459},
year = {2005},
url = {https://doi.org/10.1093/nar/gki593},
doi = {10.1093/NAR/GKI593},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nar/DomselaarSSCGDLSGW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhuGHJP05,
author = {Tingshao Zhu and
Russell Greiner and
Gerald H{\"{a}}ubl and
Kevin Jewell and
Robert Price},
editor = {Manuela M. Veloso and
Subbarao Kambhampati},
title = {Goal-Directed Site-Independent Recommendations from Passive Observations},
booktitle = {Proceedings, The Twentieth National Conference on Artificial Intelligence
and the Seventeenth Innovative Applications of Artificial Intelligence
Conference, July 9-13, 2005, Pittsburgh, Pennsylvania, {USA}},
pages = {549--557},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2005},
url = {http://www.aaai.org/Library/AAAI/2005/aaai05-086.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhuGHJP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GuoG05,
author = {Yuhong Guo and
Russell Greiner},
editor = {Manuela M. Veloso and
Subbarao Kambhampati},
title = {Discriminative Model Selection for Belief Net Structures},
booktitle = {Proceedings, The Twentieth National Conference on Artificial Intelligence
and the Seventeenth Innovative Applications of Artificial Intelligence
Conference, July 9-13, 2005, Pittsburgh, Pennsylvania, {USA}},
pages = {770--776},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2005},
url = {http://www.aaai.org/Library/AAAI/2005/aaai05-121.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GuoG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PoulinSLGWEFPP05,
author = {Brett Poulin and
Duane Szafron and
Paul Lu and
Russell Greiner and
David S. Wishart and
Roman Eisner and
Alona Fyshe and
Brandon Pearcy and
Luca Pireddu},
editor = {Manuela M. Veloso and
Subbarao Kambhampati},
title = {The Proteome Analyst Suite of Automated Function Prediction Tools},
booktitle = {Proceedings, The Twentieth National Conference on Artificial Intelligence
and the Seventeenth Innovative Applications of Artificial Intelligence
Conference, July 9-13, 2005, Pittsburgh, Pennsylvania, {USA}},
pages = {1698--1699},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2005},
url = {http://www.aaai.org/Library/AAAI/2005/isd05-015.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PoulinSLGWEFPP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amfg/IsukapalliEG05,
author = {Ramana Isukapalli and
Ahmed M. Elgammal and
Russell Greiner},
editor = {Wenyi Zhao and
Shaogang Gong and
Xiaoou Tang},
title = {Learning a Dynamic Classification Method to Detect Faces and Identify
Facial Expression},
booktitle = {Analysis and Modelling of Faces and Gestures, Second International
Workshop, {AMFG} 2005, Beijing, China, October 16, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3723},
pages = {70--84},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564386\_7},
doi = {10.1007/11564386\_7},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amfg/IsukapalliEG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibcb/EisnerPSLG05,
author = {Roman Eisner and
Brett Poulin and
Duane Szafron and
Paul Lu and
Russell Greiner},
title = {Improving Protein Function Prediction Using the Hierarchical Structure
of the Gene Ontology},
booktitle = {Proceedings of the 2005 {IEEE} Symposium on Computational Intelligence
in Bioinformatics and Computational Biology, {CIBCB} 2005, Embassy
Suites Hotel La Jolla, La Jolla, CA, USA, November 14 {\&} 15,
2005},
pages = {354--363},
publisher = {{IEEE}},
year = {2005},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/cibcb/EisnerPSLG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvbia/LeeSMBSG05,
author = {Chi{-}Hoon Lee and
Mark Schmidt and
Albert Murtha and
Aalo Bistritz and
J{\"{o}}rg Sander and
Russell Greiner},
editor = {Yanxi Liu and
Tianzi Jiang and
Changshui Zhang},
title = {Segmenting Brain Tumors with Conditional Random Fields and Support
Vector Machines},
booktitle = {Computer Vision for Biomedical Image Applications, First International
Workshop, {CVBIA} 2005, Beijing, China, October 21, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3765},
pages = {469--478},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11569541\_47},
doi = {10.1007/11569541\_47},
timestamp = {Tue, 27 Feb 2024 09:03:29 +0100},
biburl = {https://dblp.org/rec/conf/cvbia/LeeSMBSG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/KapoorG05,
author = {Aloak Kapoor and
Russell Greiner},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Learning and Classifying Under Hard Budgets},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {170--181},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_20},
doi = {10.1007/11564096\_20},
timestamp = {Wed, 24 Mar 2021 17:12:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/KapoorG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangWGSC05,
author = {Shaojun Wang and
Shaomin Wang and
Russell Greiner and
Dale Schuurmans and
Li Cheng},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Exploiting syntactic, semantic and lexical regularities in language
modeling via directed Markov random fields},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {948--955},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102471},
doi = {10.1145/1102351.1102471},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangWGSC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SchmidtLGMB05,
author = {Mark Schmidt and
Ilya Levner and
Russell Greiner and
Albert Murtha and
Aalo Bistritz},
editor = {M. Arif Wani and
Mariofanna G. Milanova and
Lukasz A. Kurgan and
Marek Z. Reformat and
Khalid Hafeez},
title = {Segmenting brain tumors using alignment-based features},
booktitle = {Fourth International Conference on Machine Learning and Applications,
{ICMLA} 2005, Los Angeles, California, USA, 15-17 December 2005},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICMLA.2005.56},
doi = {10.1109/ICMLA.2005.56},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/SchmidtLGMB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GuoGS05,
author = {Yuhong Guo and
Russell Greiner and
Dale Schuurmans},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {Learning Coordination Classifiers},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {714--721},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/1585.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:29 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GuoGS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhuGHJP05,
author = {Tingshao Zhu and
Russell Greiner and
Gerald H{\"{a}}ubl and
Kevin Jewell and
Robert Price},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {Using Learned Browsing Behavior Models to Recommend Relevant Web Pages},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {1589--1590},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/post-0462.pdf},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhuGHJP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LeeGS05,
author = {Chi{-}Hoon Lee and
Russell Greiner and
Mark Schmidt},
editor = {Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo and
Pavel Brazdil and
Rui Camacho and
Jo{\~{a}}o Gama},
title = {Support Vector Random Fields for Spatial Classification},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2005, 9th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Porto,
Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3721},
pages = {121--132},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564126\_16},
doi = {10.1007/11564126\_16},
timestamp = {Wed, 24 Mar 2021 17:11:59 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LeeGS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/ZhuGHJP05,
author = {Tingshao Zhu and
Russell Greiner and
Gerald H{\"{a}}ubl and
Kevin Jewell and
Robert Price},
editor = {Liliana Ardissono and
Paul Brna and
Antonija Mitrovic},
title = {Off-line Evaluation of Recommendation Functions},
booktitle = {User Modeling 2005, 10th International Conference, {UM} 2005, Edinburgh,
Scotland, UK, July 24-29, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3538},
pages = {337--341},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11527886\_44},
doi = {10.1007/11527886\_44},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/um/ZhuGHJP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/LuSGLWPAME04,
author = {Zhiyong Lu and
Duane Szafron and
Russell Greiner and
Paul Lu and
David S. Wishart and
Brett Poulin and
John Anvik and
Cam Macdonell and
Roman Eisner},
title = {Predicting subcellular localization of proteins using machine-learned
classifiers},
journal = {Bioinform.},
volume = {20},
number = {4},
pages = {547--556},
year = {2004},
url = {https://doi.org/10.1093/bioinformatics/btg447},
doi = {10.1093/BIOINFORMATICS/BTG447},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/LuSGLWPAME04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/SzafronLGWPELAMFM04,
author = {Duane Szafron and
Paul Lu and
Russell Greiner and
David S. Wishart and
Brett Poulin and
Roman Eisner and
Zhiyong Lu and
John Anvik and
Cam Macdonell and
Alona Fyshe and
David Meeuwis},
title = {Proteome Analyst: custom predictions with explanations in a web-based
tool for high-throughput proteome annotations},
journal = {Nucleic Acids Res.},
volume = {32},
number = {Web-Server-Issue},
pages = {365--371},
year = {2004},
url = {https://doi.org/10.1093/nar/gkh485},
doi = {10.1093/NAR/GKH485},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nar/SzafronLGWPELAMFM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MadaniLG04,
author = {Omid Madani and
Daniel J. Lizotte and
Russell Greiner},
editor = {John Shawe{-}Taylor and
Yoram Singer},
title = {The Budgeted Multi-armed Bandit Problem},
booktitle = {Learning Theory, 17th Annual Conference on Learning Theory, {COLT}
2004, Banff, Canada, July 1-4, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3120},
pages = {643--645},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-27819-1\_46},
doi = {10.1007/978-3-540-27819-1\_46},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/MadaniLG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/LiBG04,
author = {Lihong Li and
Vadim Bulitko and
Russell Greiner},
editor = {Jean{-}Fran{\c{c}}ois Boulicaut and
Floriana Esposito and
Fosca Giannotti and
Dino Pedreschi},
title = {Batch Reinforcement Learning with State Importance},
booktitle = {Machine Learning: {ECML} 2004, 15th European Conference on Machine
Learning, Pisa, Italy, September 20-24, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3201},
pages = {566--568},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30115-8\_53},
doi = {10.1007/978-3-540-30115-8\_53},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/LiBG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscslp/KangWGSC04,
author = {Shaojun Wang and
Shaomin Wang and
Russell Greiner and
Dale Schuurmans and
Li Cheng},
editor = {Qiang Huo and
Man{-}Hung Siu},
title = {Exploiting syntactic, semantic and lexical regularities in language
modeling via directed Markov random fields},
booktitle = {2004 International Symposium on Chinese Spoken Language Processing,
{ISCSLP} 2004, Hong Kong, December 15-18, 2004},
pages = {305--308},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/CHINSL.2004.1409647},
doi = {10.1109/CHINSL.2004.1409647},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscslp/KangWGSC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MadaniLG04,
author = {Omid Madani and
Daniel J. Lizotte and
Russell Greiner},
editor = {David Maxwell Chickering and
Joseph Y. Halpern},
title = {Active Model Selection},
booktitle = {{UAI} '04, Proceedings of the 20th Conference in Uncertainty in Artificial
Intelligence, Banff, Canada, July 7-11, 2004},
pages = {357--365},
publisher = {{AUAI} Press},
year = {2004},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1130\&\#38;proceeding\_id=20},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/MadaniLG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/LevnerBLLG03,
author = {Ilya Levner and
Vadim Bulitko and
Lihong Li and
Greg Lee and
Russell Greiner},
editor = {Tam{\'{a}}s D. Gedeon and
Lance Chun Che Fung},
title = {Towards Automated Creation of Image Interpretation Systems},
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 = {653--665},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-24581-0\_56},
doi = {10.1007/978-3-540-24581-0\_56},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ausai/LevnerBLLG03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/ShenSGMC03,
author = {Bin Shen and
Xiaoyuan Su and
Russell Greiner and
Petr Mus{\'{\i}}lek and
Corrine Cheng},
title = {Discriminative Parameter Learning of General Bayesian Network Classifiers},
booktitle = {15th {IEEE} International Conference on Tools with Artificial Intelligence
{(ICTAI} 2003), 3-5 November 2003, Sacramento, California, {USA}},
pages = {296--305},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/TAI.2003.1250204},
doi = {10.1109/TAI.2003.1250204},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/ShenSGMC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhuGHP03,
author = {Tingshao Zhu and
Russell Greiner and
Gerald H{\"{a}}ubl and
Robert Price},
editor = {Bamshad Mobasher and
Sarabjot S. Anand},
title = {Predicting Web Information Content},
booktitle = {Intelligent Techniques for Web Personalization, {IJCAI} 2003 Workshop,
{ITWP} 2003, Acapulco, Mexico, August 11, 2003, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {3169},
pages = {241--254},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/11577935\_13},
doi = {10.1007/11577935\_13},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhuGHP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/IsukapalliG03,
author = {Ramana Isukapalli and
Russell Greiner},
editor = {Georg Gottlob and
Toby Walsh},
title = {Use of Off-line Dynamic Programming for Efficient Image Interpretation},
booktitle = {IJCAI-03, Proceedings of the Eighteenth International Joint Conference
on Artificial Intelligence, Acapulco, Mexico, August 9-15, 2003},
pages = {1319--1325},
publisher = {Morgan Kaufmann},
year = {2003},
url = {http://ijcai.org/Proceedings/03/Papers/188.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:41 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/IsukapalliG03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BulitkoLGL03,
author = {Vadim Bulitko and
Lihong Li and
Russell Greiner and
Ilya Levner},
editor = {Georg Gottlob and
Toby Walsh},
title = {Lookahead Pathologies for Single Agent Search},
booktitle = {IJCAI-03, Proceedings of the Eighteenth International Joint Conference
on Artificial Intelligence, Acapulco, Mexico, August 9-15, 2003},
pages = {1531--1533},
publisher = {Morgan Kaufmann},
year = {2003},
url = {http://ijcai.org/Proceedings/03/Papers/264.pdf},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/BulitkoLGL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LizotteMG03,
author = {Daniel J. Lizotte and
Omid Madani and
Russell Greiner},
editor = {Christopher Meek and
Uffe Kj{\ae}rulff},
title = {Budgeted Learning of Naive-Bayes Classifiers},
booktitle = {{UAI} '03, Proceedings of the 19th Conference in Uncertainty in Artificial
Intelligence, Acapulco, Mexico, August 7-10 2003},
pages = {378--385},
publisher = {Morgan Kaufmann},
year = {2003},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=952\&\#38;proceeding\_id=19},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LizotteMG03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/ZhuGH03,
author = {Tingshao Zhu and
Russell Greiner and
Gerald H{\"{a}}ubl},
editor = {Peter Brusilovsky and
Albert T. Corbett and
Fiorella de Rosis},
title = {Learning a Model of a Web User's Interests},
booktitle = {User Modeling 2003, 9th International Conference, {UM} 2003, Johnstown,
PA, USA, June 22-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2702},
pages = {65--75},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44963-9\_10},
doi = {10.1007/3-540-44963-9\_10},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/um/ZhuGH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhuGH03,
author = {Tingshao Zhu and
Russell Greiner and
Gerald H{\"{a}}ubl},
editor = {Guszt{\'{a}}v Hencsey and
Bebo White and
Yih{-}Farn Robin Chen and
L{\'{a}}szl{\'{o}} Kov{\'{a}}cs and
Steve Lawrence},
title = {An Effective Complete-Web Recommender System},
booktitle = {Proceedings of the Twelfth International World Wide Web Conference
- Alternate Paper Tracks, {WWW} 2003, Budapest, Hungary, May 20-24,
2003},
year = {2003},
url = {http://www2003.org/cdrom/papers/alternate/P718/p718-tszhu.html},
timestamp = {Wed, 17 Jul 2013 16:59:51 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhuGH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/ChengGKBL02,
author = {Jie Cheng and
Russell Greiner and
Jonathan Kelly and
David A. Bell and
Weiru Liu},
title = {Learning Bayesian networks from data: An information-theory based
approach},
journal = {Artif. Intell.},
volume = {137},
number = {1-2},
pages = {43--90},
year = {2002},
url = {https://doi.org/10.1016/S0004-3702(02)00191-1},
doi = {10.1016/S0004-3702(02)00191-1},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/ChengGKBL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/GreinerGR02,
author = {Russell Greiner and
Adam J. Grove and
Dan Roth},
title = {Learning cost-sensitive active classifiers},
journal = {Artif. Intell.},
volume = {139},
number = {2},
pages = {137--174},
year = {2002},
url = {https://doi.org/10.1016/S0004-3702(02)00209-6},
doi = {10.1016/S0004-3702(02)00209-6},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/GreinerGR02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GreinerZ02,
author = {Russell Greiner and
Wei Zhou},
editor = {Rina Dechter and
Michael J. Kearns and
Richard S. Sutton},
title = {Structural Extension to Logistic Regression: Discriminative Parameter
Learning of Belief Net Classifiers},
booktitle = {Proceedings of the Eighteenth National Conference on Artificial Intelligence
and Fourteenth Conference on Innovative Applications of Artificial
Intelligence, July 28 - August 1, 2002, Edmonton, Alberta, Canada},
pages = {167--173},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2002},
url = {http://www.aaai.org/Library/AAAI/2002/aaai02-026.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GreinerZ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GreinerHM02,
author = {Russell Greiner and
Ryan Hayward and
Michael Molloy},
editor = {Rina Dechter and
Michael J. Kearns and
Richard S. Sutton},
title = {Optimal Depth-First Strategies for And-Or Trees},
booktitle = {Proceedings of the Eighteenth National Conference on Artificial Intelligence
and Fourteenth Conference on Innovative Applications of Artificial
Intelligence, July 28 - August 1, 2002, Edmonton, Alberta, Canada},
pages = {725--730},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2002},
url = {http://www.aaai.org/Library/AAAI/2002/aaai02-109.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GreinerHM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sara/LevnerBMG02,
author = {Ilya Levner and
Vadim Bulitko and
Omid Madani and
Russell Greiner},
editor = {Sven Koenig and
Robert C. Holte},
title = {Performance of Lookahead Control Policies in the Face of Abstractions
and Approximations},
booktitle = {Abstraction, Reformulation and Approximation, 5th International Symposium,
{SARA} 2002, Kananaskis, Alberta, Canada, August 2-4, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2371},
pages = {299--307},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45622-8\_23},
doi = {10.1007/3-540-45622-8\_23},
timestamp = {Tue, 14 May 2019 10:00:38 +0200},
biburl = {https://dblp.org/rec/conf/sara/LevnerBMG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/GreinerDS01,
author = {Russell Greiner and
Christian Darken and
N. Iwan Santoso},
title = {Efficient reasoning},
journal = {{ACM} Comput. Surv.},
volume = {33},
number = {1},
pages = {1--30},
year = {2001},
url = {https://doi.org/10.1145/375360.375363},
doi = {10.1145/375360.375363},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/GreinerDS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/ChengG01,
author = {Jie Cheng and
Russell Greiner},
editor = {Eleni Stroulia and
Stan Matwin},
title = {Learning Bayesian Belief Network Classifiers: Algorithms and System},
booktitle = {Advances in Artificial Intelligence, 14th Biennial Conference of the
Canadian Society for Computational Studies of Intelligence, {AI} 2001,
Ottawa, Canada, June 7-9, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2056},
pages = {141--151},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45153-6\_14},
doi = {10.1007/3-540-45153-6\_14},
timestamp = {Thu, 28 Sep 2023 12:27:04 +0200},
biburl = {https://dblp.org/rec/conf/ai/ChengG01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/IsukapalliG01,
author = {Ramana Isukapalli and
Russell Greiner},
title = {Efficient Car Recognition Policies},
booktitle = {Proceedings of the 2001 {IEEE} International Conference on Robotics
and Automation, {ICRA} 2001, May 21-26, 2001, Seoul, Korea},
pages = {2134--2139},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ROBOT.2001.932922},
doi = {10.1109/ROBOT.2001.932922},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/IsukapalliG01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/IsukapalliG01,
author = {Ramana Isukapalli and
Russell Greiner},
editor = {Bernhard Nebel},
title = {Efficient Interpretation Policies},
booktitle = {Proceedings of the Seventeenth International Joint Conference on Artificial
Intelligence, {IJCAI} 2001, Seattle, Washington, USA, August 4-10,
2001},
pages = {1381--1390},
publisher = {Morgan Kaufmann},
year = {2001},
timestamp = {Tue, 20 Aug 2019 16:18:14 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/IsukapalliG01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AllenGH01,
author = {Tim Van Allen and
Russell Greiner and
Peter Hooper},
editor = {Jack S. Breese and
Daphne Koller},
title = {Bayesian Error-Bars for Belief Net Inference},
booktitle = {{UAI} '01: Proceedings of the 17th Conference in Uncertainty in Artificial
Intelligence, University of Washington, Seattle, Washington, USA,
August 2-5, 2001},
pages = {522--529},
publisher = {Morgan Kaufmann},
year = {2001},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=139\&\#38;proceeding\_id=17},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/AllenGH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KorvemakerG00,
author = {Benjamin Korvemaker and
Russell Greiner},
editor = {Henry A. Kautz and
Bruce W. Porter},
title = {Predicting {UNIX} Command Lines: Adjusting to User Patterns},
booktitle = {Proceedings of the Seventeenth National Conference on Artificial Intelligence
and Twelfth Conference on on Innovative Applications of Artificial
Intelligence, July 30 - August 3, 2000, Austin, Texas, {USA}},
pages = {230--235},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2000},
url = {http://www.aaai.org/Library/AAAI/2000/aaai00-035.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KorvemakerG00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AllenG00,
author = {Tim Van Allen and
Russell Greiner},
editor = {Pat Langley},
title = {Model Selection Criteria for Learning Belief Nets: An Empirical Comparison},
booktitle = {Proceedings of the Seventeenth International Conference on Machine
Learning {(ICML} 2000), Stanford University, Stanford, CA, USA, June
29 - July 2, 2000},
pages = {1047--1054},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Sun, 21 Feb 2010 20:54:50 +0100},
biburl = {https://dblp.org/rec/conf/icml/AllenG00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jlp/Greiner99,
author = {Russell Greiner},
title = {The Complexity of Revising Logic Programs},
journal = {J. Log. Program.},
volume = {40},
number = {2-3},
pages = {273--298},
year = {1999},
url = {https://doi.org/10.1016/S0743-1066(99)00021-7},
doi = {10.1016/S0743-1066(99)00021-7},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jlp/Greiner99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChengG99,
author = {Jie Cheng and
Russell Greiner},
editor = {Kathryn B. Laskey and
Henri Prade},
title = {Comparing Bayesian Network Classifiers},
booktitle = {{UAI} '99: Proceedings of the Fifteenth Conference on Uncertainty
in Artificial Intelligence, Stockholm, Sweden, July 30 - August 1,
1999},
pages = {101--108},
publisher = {Morgan Kaufmann},
year = {1999},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=158\&\#38;proceeding\_id=15},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ChengG99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/SubramanianGP97,
author = {Devika Subramanian and
Russell Greiner and
Judea Pearl},
title = {The Relevance of Relevance (Editorial)},
journal = {Artif. Intell.},
volume = {97},
number = {1-2},
pages = {1--5},
year = {1997},
url = {https://doi.org/10.1016/S0004-3702(97)00075-1},
doi = {10.1016/S0004-3702(97)00075-1},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/SubramanianGP97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/GreinerGK97,
author = {Russell Greiner and
Adam J. Grove and
Alexander Kogan},
title = {Knowing what doesn't Matter: Exploiting the Omission of Irrelevant
Data},
journal = {Artif. Intell.},
volume = {97},
number = {1-2},
pages = {345--380},
year = {1997},
url = {https://doi.org/10.1016/S0004-3702(97)00048-9},
doi = {10.1016/S0004-3702(97)00048-9},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/GreinerGK97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SchefferGD97,
author = {Tobias Scheffer and
Russell Greiner and
Christian Darken},
editor = {Douglas H. Fisher},
title = {Why Experimentation can be better than "Perfect Guidance"},
booktitle = {Proceedings of the Fourteenth International Conference on Machine
Learning {(ICML} 1997), Nashville, Tennessee, USA, July 8-12, 1997},
pages = {331--339},
publisher = {Morgan Kaufmann},
year = {1997},
timestamp = {Wed, 04 Dec 2002 12:34:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/SchefferGD97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GreinerGS97,
author = {Russell Greiner and
Adam J. Grove and
Dale Schuurmans},
editor = {Dan Geiger and
Prakash P. Shenoy},
title = {Learning Bayesian Nets that Perform Well},
booktitle = {{UAI} '97: Proceedings of the Thirteenth Conference on Uncertainty
in Artificial Intelligence, Brown University, Providence, Rhode Island,
USA, August 1-3, 1997},
pages = {198--207},
publisher = {Morgan Kaufmann},
year = {1997},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=312\&\#38;proceeding\_id=13},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GreinerGS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/GreinerO96,
author = {Russell Greiner and
Pekka Orponen},
title = {Probably Approximately Optimal Satisficing Strategies},
journal = {Artif. Intell.},
volume = {82},
number = {1-2},
pages = {21--44},
year = {1996},
url = {https://doi.org/10.1016/0004-3702(95)00010-0},
doi = {10.1016/0004-3702(95)00010-0},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/GreinerO96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/Greiner96,
author = {Russell Greiner},
title = {{PALO:} {A} Probabilistic Hill-Climbing Algorithm},
journal = {Artif. Intell.},
volume = {84},
number = {1-2},
pages = {177--208},
year = {1996},
url = {https://doi.org/10.1016/0004-3702(95)00040-2},
doi = {10.1016/0004-3702(95)00040-2},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/Greiner96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/GreinerI96,
author = {Russell Greiner and
Ramana Isukapalli},
title = {Learning to select useful landmarks},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {26},
number = {3},
pages = {437--449},
year = {1996},
url = {https://doi.org/10.1109/3477.499794},
doi = {10.1109/3477.499794},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/GreinerI96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GreinerGR96,
author = {Russell Greiner and
Adam J. Grove and
Dan Roth},
editor = {Lorenza Saitta},
title = {Learning Active Classifiers},
booktitle = {Machine Learning, Proceedings of the Thirteenth International Conference
{(ICML} '96), Bari, Italy, July 3-6, 1996},
pages = {207--215},
publisher = {Morgan Kaufmann},
year = {1996},
timestamp = {Fri, 23 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GreinerGR96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GreinerGK96,
author = {Russell Greiner and
Adam J. Grove and
Alexander Kogan},
editor = {Lorenza Saitta},
title = {Exploiting the Omission of Irrelevant Data},
booktitle = {Machine Learning, Proceedings of the Thirteenth International Conference
{(ICML} '96), Bari, Italy, July 3-6, 1996},
pages = {216--224},
publisher = {Morgan Kaufmann},
year = {1996},
timestamp = {Fri, 23 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GreinerGK96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/SchuurmansG95,
author = {Dale Schuurmans and
Russell Greiner},
editor = {Wolfgang Maass},
title = {Sequential {PAC} Learning},
booktitle = {Proceedings of the Eigth Annual Conference on Computational Learning
Theory, {COLT} 1995, Santa Cruz, California, USA, July 5-8, 1995},
pages = {377--384},
publisher = {{ACM}},
year = {1995},
url = {https://doi.org/10.1145/225298.225344},
doi = {10.1145/225298.225344},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/SchuurmansG95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Greiner95,
author = {Russell Greiner},
editor = {Armand Prieditis and
Stuart Russell},
title = {The Challenge of Revising an Impure Theory},
booktitle = {Machine Learning, Proceedings of the Twelfth International Conference
on Machine Learning, Tahoe City, California, USA, July 9-12, 1995},
pages = {269--277},
publisher = {Morgan Kaufmann},
year = {1995},
url = {https://doi.org/10.1016/b978-1-55860-377-6.50041-4},
doi = {10.1016/B978-1-55860-377-6.50041-4},
timestamp = {Wed, 20 Apr 2022 13:29:53 +0200},
biburl = {https://dblp.org/rec/conf/icml/Greiner95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Greiner95,
author = {Russell Greiner},
title = {The Complexity of Theory Revision},
booktitle = {Proceedings of the Fourteenth International Joint Conference on Artificial
Intelligence, {IJCAI} 95, Montr{\'{e}}al Qu{\'{e}}bec, Canada,
August 20-25 1995, 2 Volumes},
pages = {1162--1168},
publisher = {Morgan Kaufmann},
year = {1995},
url = {http://ijcai.org/Proceedings/95-2/Papers/019.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:30 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Greiner95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SchuurmansG95,
author = {Dale Schuurmans and
Russell Greiner},
title = {Practical {PAC} Learning},
booktitle = {Proceedings of the Fourteenth International Joint Conference on Artificial
Intelligence, {IJCAI} 95, Montr{\'{e}}al Qu{\'{e}}bec, Canada,
August 20-25 1995, 2 Volumes},
pages = {1169--1177},
publisher = {Morgan Kaufmann},
year = {1995},
url = {http://ijcai.org/Proceedings/95-2/Papers/020.pdf},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SchuurmansG95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GreinerI94,
author = {Russell Greiner and
Ramana Isukapalli},
editor = {Barbara Hayes{-}Roth and
Richard E. Korf},
title = {Learning to Select Useful Landmarks},
booktitle = {Proceedings of the 12th National Conference on Artificial Intelligence,
Seattle, WA, USA, July 31 - August 4, 1994, Volume 2},
pages = {1251--1256},
publisher = {{AAAI} Press / The {MIT} Press},
year = {1994},
url = {http://www.aaai.org/Library/AAAI/1994/aaai94-192.php},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GreinerI94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/ElkanG93,
author = {Charles Elkan and
Russell Greiner},
title = {D. B. Lenat and R. V. Guha, Building Large Knowledge-Based Systems:
Representation and Inference in the Cyc Project},
journal = {Artif. Intell.},
volume = {61},
number = {1},
pages = {41--52},
year = {1993},
url = {https://doi.org/10.1016/0004-3702(93)90092-P},
doi = {10.1016/0004-3702(93)90092-P},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/ElkanG93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GreinerJ92,
author = {Russell Greiner and
Igor Jurisica},
editor = {William R. Swartout},
title = {A Statistical Approach to Solving the {EBL} Utility Problem},
booktitle = {Proceedings of the 10th National Conference on Artificial Intelligence,
San Jose, CA, USA, July 12-16, 1992},
pages = {241--248},
publisher = {{AAAI} Press / The {MIT} Press},
year = {1992},
url = {http://www.aaai.org/Library/AAAI/1992/aaai92-038.php},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GreinerJ92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/GreinerS92,
author = {Russell Greiner and
Dale Schuurmans},
editor = {Gerhard Lakemeyer and
Bernhard Nebel},
title = {Learning an Optimally Accurate Representation System},
booktitle = {Foundation of Knowledge Representation and Reasoning [the book grew
out of an {ECAI-92} workshop]},
series = {Lecture Notes in Computer Science},
volume = {810},
pages = {145--159},
publisher = {Springer},
year = {1992},
url = {https://doi.org/10.1007/3-540-58107-3\_9},
doi = {10.1007/3-540-58107-3\_9},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/ecai/GreinerS92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kr/GreinerS92,
author = {Russell Greiner and
Dale Schuurmans},
editor = {Bernhard Nebel and
Charles Rich and
William R. Swartout},
title = {Learning Useful Horn Approximations},
booktitle = {Proceedings of the 3rd International Conference on Principles of Knowledge
Representation and Reasoning (KR'92). Cambridge, MA, USA, October
25-29, 1992},
pages = {383--392},
publisher = {Morgan Kaufmann},
year = {1992},
timestamp = {Fri, 22 Jun 2018 07:35:19 +0200},
biburl = {https://dblp.org/rec/conf/kr/GreinerS92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/Greiner92,
author = {Russell Greiner},
editor = {Moshe Y. Vardi and
Paris C. Kanellakis},
title = {Learning Efficient Query Processing Strategies},
booktitle = {Proceedings of the Eleventh {ACM} {SIGACT-SIGMOD-SIGART} Symposium
on Principles of Database Systems, June 2-4, 1992, San Diego, California,
{USA}},
pages = {33--46},
publisher = {{ACM} Press},
year = {1992},
url = {https://doi.org/10.1145/137097.137106},
doi = {10.1145/137097.137106},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pods/Greiner92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/Greiner91,
author = {Russell Greiner},
title = {Finding Optimal Derivation Strategies in Redundant Knowledge Bases},
journal = {Artif. Intell.},
volume = {50},
number = {1},
pages = {95--115},
year = {1991},
url = {https://doi.org/10.1016/0004-3702(91)90092-X},
doi = {10.1016/0004-3702(91)90092-X},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/Greiner91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GreinerE91,
author = {Russell Greiner and
Charles Elkan},
editor = {John Mylopoulos and
Raymond Reiter},
title = {Measuring and Improving the Effectiveness of Representations},
booktitle = {Proceedings of the 12th International Joint Conference on Artificial
Intelligence. Sydney, Australia, August 24-30, 1991},
pages = {518--524},
publisher = {Morgan Kaufmann},
year = {1991},
url = {http://ijcai.org/Proceedings/91-1/Papers/080.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:13 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GreinerE91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kr/GreinerO91,
author = {Russell Greiner and
Pekka Orponen},
editor = {James F. Allen and
Richard Fikes and
Erik Sandewall},
title = {Probably Approximately Optimal Derivation Strategies},
booktitle = {Proceedings of the 2nd International Conference on Principles of Knowledge
Representation and Reasoning (KR'91). Cambridge, MA, USA, April 22-25,
1991},
pages = {277--288},
publisher = {Morgan Kaufmann},
year = {1991},
timestamp = {Fri, 18 May 2012 15:02:59 +0200},
biburl = {https://dblp.org/rec/conf/kr/GreinerO91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/OrponenG90,
author = {Pekka Orponen and
Russell Greiner},
editor = {Mark A. Fulk and
John Case},
title = {On the Sample Complexity of Finding Good Search Strategies},
booktitle = {Proceedings of the Third Annual Workshop on Computational Learning
Theory, {COLT} 1990, University of Rochester, Rochester, NY, USA,
August 6-8, 1990},
pages = {352--358},
publisher = {Morgan Kaufmann},
year = {1990},
url = {http://dl.acm.org/citation.cfm?id=92668},
timestamp = {Fri, 23 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/OrponenG90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/GreinerSW89,
author = {Russell Greiner and
Barbara A. Smith and
Ralph W. Wilkerson},
title = {A Correction to the Algorithm in Reiter's Theory of Diagnosis},
journal = {Artif. Intell.},
volume = {41},
number = {1},
pages = {79--88},
year = {1989},
url = {https://doi.org/10.1016/0004-3702(89)90079-9},
doi = {10.1016/0004-3702(89)90079-9},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/GreinerSW89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Greiner89,
author = {Russell Greiner},
editor = {Alberto Maria Segre},
title = {Towards a Formal Analysis of {EBL}},
booktitle = {Proceedings of the Sixth International Workshop on Machine Learning
{(ML} 1989), Cornell University, Ithaca, New York, USA, June 26-27,
1989},
pages = {450--453},
publisher = {Morgan Kaufmann},
year = {1989},
timestamp = {Thu, 05 Dec 2002 12:38:01 +0100},
biburl = {https://dblp.org/rec/conf/icml/Greiner89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GreinerL89,
author = {Russell Greiner and
J. Likuski},
editor = {N. S. Sridharan},
title = {Incorporating Redundant Learned Rules: {A} Preliminary Formal Analysis
of {EBL}},
booktitle = {Proceedings of the 11th International Joint Conference on Artificial
Intelligence. Detroit, MI, USA, August 1989},
pages = {744--749},
publisher = {Morgan Kaufmann},
year = {1989},
url = {http://ijcai.org/Proceedings/89-1/Papers/119.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:51 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GreinerL89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/Greiner88,
author = {Russell Greiner},
title = {Learning by Understanding Analogies},
journal = {Artif. Intell.},
volume = {35},
number = {1},
pages = {81--125},
year = {1988},
url = {https://doi.org/10.1016/0004-3702(88)90032-X},
doi = {10.1016/0004-3702(88)90032-X},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/Greiner88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/Greiner88,
author = {Russell Greiner},
title = {Against the unjustified use of probabilities},
journal = {Comput. Intell.},
volume = {4},
pages = {79--83},
year = {1988},
url = {https://doi.org/10.1111/j.1467-8640.1988.tb00098.x},
doi = {10.1111/J.1467-8640.1988.TB00098.X},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ci/Greiner88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Greinera88,
author = {Russell Greiner},
title = {A Review of Machine Learning at {AAAI-87}},
journal = {Mach. Learn.},
volume = {3},
pages = {79--92},
year = {1988},
url = {https://doi.org/10.1007/BF00115011},
doi = {10.1007/BF00115011},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Greinera88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LeeMGR88,
author = {S. Lee and
Evangelos E. Milios and
Russell Greiner and
James R. Rossiter},
title = {Signal abstractions in the machine analysis of radar signals for ice
profiling},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '88, New York, New York, USA, April 11-14, 1988},
pages = {1224--1227},
publisher = {{IEEE}},
year = {1988},
url = {https://doi.org/10.1109/ICASSP.1988.196821},
doi = {10.1109/ICASSP.1988.196821},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LeeMGR88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Greiner85,
author = {Russell Greiner},
title = {Learning by understanding analogies},
school = {Stanford University, {USA}},
year = {1985},
url = {https://searchworks.stanford.edu/view/1190667},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Greiner85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GreinerG83,
author = {Russell Greiner and
Michael R. Genesereth},
editor = {Alan Bundy},
title = {What's New? {A} Semantic Definition of Novelty},
booktitle = {Proceedings of the 8th International Joint Conference on Artificial
Intelligence. Karlsruhe, FRG, August 1983},
pages = {450--454},
publisher = {William Kaufmann},
year = {1983},
url = {http://ijcai.org/Proceedings/83-1/Papers/108.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:54 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GreinerG83.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GreinerL80,
author = {Russell Greiner and
Douglas B. Lenat},
editor = {Robert Balzer},
title = {A Representation Language Language},
booktitle = {Proceedings of the 1st Annual National Conference on Artificial Intelligence,
Stanford University, CA, USA, August 18-21, 1980},
pages = {165--169},
publisher = {{AAAI} Press/MIT Press},
year = {1980},
url = {http://www.aaai.org/Library/AAAI/1980/aaai80-047.php},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GreinerL80.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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