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ORCIDBibTeX records: Daniel Neagu
@article{DBLP:journals/cbm/MahmoudNSA23,
author = {Ahsanullah Yunas Mahmoud and
Daniel Neagu and
Daniele Scrimieri and
Amr Rashad Ahmed Abdullatif},
title = {Early diagnosis and personalised treatment focusing on synthetic data
modelling: Novel visual learning approach in healthcare},
journal = {Comput. Biol. Medicine},
volume = {164},
pages = {107295},
year = {2023},
url = {https://doi.org/10.1016/j.compbiomed.2023.107295},
doi = {10.1016/J.COMPBIOMED.2023.107295},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cbm/MahmoudNSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ParisiNMC22,
author = {Luca Parisi and
Daniel Neagu and
Renfei Ma and
Felician Campean},
title = {Quantum ReLU activation for Convolutional Neural Networks to improve
diagnosis of Parkinson's disease and {COVID-19}},
journal = {Expert Syst. Appl.},
volume = {187},
pages = {115892},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2021.115892},
doi = {10.1016/J.ESWA.2021.115892},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/ParisiNMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fruct/MahmoudNSA22,
author = {Ahsanullah Yunas Mahmoud and
Daniel Neagu and
Daniele Scrimieri and
Amr Rashad Ahmed Abdullatif},
title = {Review of Immunotherapy Classification: Application Domains, Datasets,
Algorithms and Software Tools from Machine Learning Perspective},
booktitle = {32nd Conference of Open Innovations Association, {FRUCT} 2022, Tampere,
Finland, November 9-11, 2022},
pages = {152--161},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.23919/FRUCT56874.2022.9953853},
doi = {10.23919/FRUCT56874.2022.9953853},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fruct/MahmoudNSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MahmoudNSA22,
author = {Ahsanullah Yunas Mahmoud and
Daniel Neagu and
Daniele Scrimieri and
Amr Rashad Ahmed Abdullatif},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Daniel Neagu and
Longzhi Yang and
Kit Yan Chan},
title = {Machine Learning Experiments with Artificially Generated Big Data
from Small Immunotherapy Datasets},
booktitle = {21st {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022},
pages = {986--991},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICMLA55696.2022.00165},
doi = {10.1109/ICMLA55696.2022.00165},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MahmoudNSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icmla/2022,
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Daniel Neagu and
Longzhi Yang and
Kit Yan Chan},
title = {21st {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICMLA55696.2022},
doi = {10.1109/ICMLA55696.2022},
isbn = {978-1-6654-6283-9},
timestamp = {Wed, 29 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/NeaguCG21,
author = {Daniel Neagu and
Felician Campean and
Marian Gheorghe},
title = {Engineering Data- {\&} Model-Driven Applications: {EDMA-2017}
special issue editorial},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {38},
number = {7},
year = {2021},
url = {https://doi.org/10.1111/exsy.12745},
doi = {10.1111/EXSY.12745},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/es/NeaguCG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qre/SoleimaniCN21,
author = {Morteza Soleimani and
Felician Campean and
Daniel Neagu},
title = {Diagnostics and prognostics for complex systems: {A} review of methods
and challenges},
journal = {Qual. Reliab. Eng. Int.},
volume = {37},
number = {8},
pages = {3746--3778},
year = {2021},
url = {https://doi.org/10.1002/qre.2947},
doi = {10.1002/QRE.2947},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qre/SoleimaniCN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/SoleimaniCN21,
author = {Morteza Soleimani and
Felician Campean and
Daniel Neagu},
title = {Integration of Hidden Markov Modelling and Bayesian Network for fault
detection and prediction of complex engineered systems},
journal = {Reliab. Eng. Syst. Saf.},
volume = {215},
pages = {107808},
year = {2021},
url = {https://doi.org/10.1016/j.ress.2021.107808},
doi = {10.1016/J.RESS.2021.107808},
timestamp = {Mon, 06 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/SoleimaniCN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sncs/TambuwalN21,
author = {Ahmad Idris Tambuwal and
Daniel Neagu},
title = {Deep Quantile Regression for Unsupervised Anomaly Detection in Time-Series},
journal = {{SN} Comput. Sci.},
volume = {2},
number = {6},
pages = {475},
year = {2021},
url = {https://doi.org/10.1007/s42979-021-00866-4},
doi = {10.1007/S42979-021-00866-4},
timestamp = {Wed, 27 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sncs/TambuwalN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ukci/KhalfaouiMBDBIK21,
author = {Souhaiel Khalfaoui and
Eric Manouvrier and
Alexandre Briot and
David Delaux and
St{\'{e}}phane Butel and
Jesutofunmi Ibrahim and
Tatenda Kanyere and
Bola Orimogunje and
Amr Abdullatif and
Daniel Neagu},
editor = {Thomas Jansen and
Richard Jensen and
Neil Mac Parthal{\'{a}}in and
Chih{-}Min Lin},
title = {Defect Prediction on Production Line},
booktitle = {Advances in Computational Intelligence Systems - Contributions Presented
at the 20th {UK} Workshop on Computational Intelligence, September
8-10, 2021, Aberystwyth, Wales, {UK}},
series = {Advances in Intelligent Systems and Computing},
volume = {1409},
pages = {532--544},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87094-2\_47},
doi = {10.1007/978-3-030-87094-2\_47},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ukci/KhalfaouiMBDBIK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/classification/CsenkiNTM20,
author = {Attila Csenki and
Daniel Neagu and
Denis Torgunov and
Natasha Micic},
title = {Proximity Curves for Potential-Based Clustering},
journal = {J. Classif.},
volume = {37},
number = {3},
pages = {671--695},
year = {2020},
url = {https://doi.org/10.1007/s00357-019-09348-y},
doi = {10.1007/S00357-019-09348-Y},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/classification/CsenkiNTM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jrie/MishraTMNGS20,
author = {Bhupesh Kumar Mishra and
Dhavalkumar Thakker and
Suvodeep Mazumdar and
Daniel Neagu and
Marian Gheorghe and
Sydney Simpson},
title = {A novel application of deep learning with image cropping: a smart
city use case for flood monitoring},
journal = {J. Reliab. Intell. Environ.},
volume = {6},
number = {1},
pages = {51--61},
year = {2020},
url = {https://doi.org/10.1007/s40860-020-00099-x},
doi = {10.1007/S40860-020-00099-X},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jrie/MishraTMNGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-08031,
author = {Luca Parisi and
Daniel Neagu and
Renfei Ma and
Felician Campean},
title = {QReLU and m-QReLU: Two novel quantum activation functions to aid medical
diagnostics},
journal = {CoRR},
volume = {abs/2010.08031},
year = {2020},
url = {https://arxiv.org/abs/2010.08031},
eprinttype = {arXiv},
eprint = {2010.08031},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-08031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhisi/KhalidSNS19,
author = {Shehla Khalid and
Neil Small and
Daniel Neagu and
Claire Surr},
title = {A Study Proposing a Data Model for a Dementia Care Mapping {(DCM)}
Data Warehouse for Potential Secondary Uses of Dementia Care Data},
journal = {Int. J. Heal. Inf. Syst. Informatics},
volume = {14},
number = {1},
pages = {61--79},
year = {2019},
url = {https://doi.org/10.4018/IJHISI.2019010105},
doi = {10.4018/IJHISI.2019010105},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijhisi/KhalidSNS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dessert/MishraTMSN19,
author = {Bhupesh Kumar Mishra and
Dhavalkumar Thakker and
Suvodeep Mazumdar and
Sydney Simpson and
Daniel Neagu},
title = {Using Deep Learning for IoT-enabled Camera: {A} Use Case of Flood
Monitoring},
booktitle = {10th International Conference on Dependable Systems, Services and
Technologies, {DESSERT} 2019, Leeds, United Kingdom, June 5-7, 2019},
pages = {235--240},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DESSERT.2019.8770019},
doi = {10.1109/DESSERT.2019.8770019},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dessert/MishraTMSN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ficloud/MakindeSMNA19,
author = {Omololu Makinde and
Abimbola Sangodoyin and
Bashir Mohammed and
Daniel Neagu and
Umaru Adamu},
editor = {Muhammad Younas and
Irfan Awan and
Takahiro Hara},
title = {Distributed Network Behaviour Prediction Using Machine Learning and
Agent-Based Micro Simulation},
booktitle = {7th International Conference on Future Internet of Things and Cloud,
FiCloud 2019, Istanbul, Turkey, August 26-28, 2019},
pages = {182--188},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/FiCloud.2019.00033},
doi = {10.1109/FICLOUD.2019.00033},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ficloud/MakindeSMNA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/RadoN19,
author = {Omesaad Rado and
Daniel Neagu},
editor = {Max Bramer and
Miltos Petridis},
title = {On Selection of Optimal Classifiers},
booktitle = {Artificial Intelligence {XXXVI} - 39th {SGAI} International Conference
on Artificial Intelligence, {AI} 2019, Cambridge, UK, December 17-19,
2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11927},
pages = {494--499},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-34885-4\_42},
doi = {10.1007/978-3-030-34885-4\_42},
timestamp = {Sat, 30 May 2020 20:07:11 +0200},
biburl = {https://dblp.org/rec/conf/sgai/RadoN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ukci/TorgunovTCNS19,
author = {Denis Torgunov and
Paul R. Trundle and
Felician Campean and
Daniel Neagu and
Andrew Sherratt},
editor = {Zhaojie Ju and
Longzhi Yang and
Chenguang Yang and
Alexander E. Gegov and
Dalin Zhou},
title = {Vehicle Warranty Claim Prediction from Diagnostic Data Using Classification},
booktitle = {Advances in Computational Intelligence Systems - Contributions Presented
at the 19th {UK} Workshop on Computational Intelligence, September
4-6, 2019, Portsmouth, {UK}},
series = {Advances in Intelligent Systems and Computing},
volume = {1043},
pages = {483--492},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29933-0\_40},
doi = {10.1007/978-3-030-29933-0\_40},
timestamp = {Sat, 19 Oct 2019 20:27:47 +0200},
biburl = {https://dblp.org/rec/conf/ukci/TorgunovTCNS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ukci/PantCKNG19,
author = {Gaurav Pant and
Felician Campean and
Aleksandrs Korsunovs and
Daniel Neagu and
Oscar Garc{\'{\i}}a{-}Afonso},
editor = {Zhaojie Ju and
Longzhi Yang and
Chenguang Yang and
Alexander E. Gegov and
Dalin Zhou},
title = {Co-modelling Strategy for Development of Airpath Metamodel on Multi-physics
Simulation Platform},
booktitle = {Advances in Computational Intelligence Systems - Contributions Presented
at the 19th {UK} Workshop on Computational Intelligence, September
4-6, 2019, Portsmouth, {UK}},
series = {Advances in Intelligent Systems and Computing},
volume = {1043},
pages = {504--516},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29933-0\_42},
doi = {10.1007/978-3-030-29933-0\_42},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ukci/PantCKNG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ukci/MicicLNC19,
author = {Natasha Micic and
Ci Lei and
Daniel Neagu and
Felician Campean},
editor = {Zhaojie Ju and
Longzhi Yang and
Chenguang Yang and
Alexander E. Gegov and
Dalin Zhou},
title = {Queries on Synthetic Images for Large Multivariate Engineering Data
Base Searches},
booktitle = {Advances in Computational Intelligence Systems - Contributions Presented
at the 19th {UK} Workshop on Computational Intelligence, September
4-6, 2019, Portsmouth, {UK}},
series = {Advances in Intelligent Systems and Computing},
volume = {1043},
pages = {517--528},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29933-0\_43},
doi = {10.1007/978-3-030-29933-0\_43},
timestamp = {Sun, 06 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ukci/MicicLNC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijinfoman/DuvierNOD18,
author = {Caroline Duvier and
Daniel Neagu and
Crina Oltean{-}Dumbrava and
Dave Dickens},
title = {Data quality challenges in the {UK} social housing sector},
journal = {Int. J. Inf. Manag.},
volume = {38},
number = {1},
pages = {196--200},
year = {2018},
url = {https://doi.org/10.1016/j.ijinfomgt.2017.09.008},
doi = {10.1016/J.IJINFOMGT.2017.09.008},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijinfoman/DuvierNOD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpcc/MurphyZCN18,
author = {{\'{O}}rla Murphy and
Esmaeil Habib Zadeh and
Felician Campean and
Daniel Neagu},
title = {Robustness of Automotive {SOTA:} State-of-the-Art in Uncertainty Modelling},
booktitle = {20th {IEEE} International Conference on High Performance Computing
and Communications; 16th {IEEE} International Conference on Smart
City; 4th {IEEE} International Conference on Data Science and Systems,
HPCC/SmartCity/DSS 2018, Exeter, United Kingdom, June 28-30, 2018},
pages = {1506--1513},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/HPCC/SmartCity/DSS.2018.00248},
doi = {10.1109/HPCC/SMARTCITY/DSS.2018.00248},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpcc/MurphyZCN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpcc/MicicNTC18,
author = {Natasha Micic and
Daniel Neagu and
Denis Torgunov and
Felician Campean},
title = {Exploring Methods for Comparing Similarity of Dimensionally Inconsistent
Multivariate Numerical Data},
booktitle = {20th {IEEE} International Conference on High Performance Computing
and Communications; 16th {IEEE} International Conference on Smart
City; 4th {IEEE} International Conference on Data Science and Systems,
HPCC/SmartCity/DSS 2018, Exeter, United Kingdom, June 28-30, 2018},
pages = {1528--1535},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/HPCC/SmartCity/DSS.2018.00251},
doi = {10.1109/HPCC/SMARTCITY/DSS.2018.00251},
timestamp = {Wed, 30 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpcc/MicicNTC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/JasinNC18,
author = {Aisyah Mat Jasin and
Daniel Neagu and
Attila Csenki},
editor = {Petra Perner},
title = {The Wild Bootstrap Resampling in Regression Imputation Algorithm with
a Gaussian Mixture Model},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 14th International
Conference, {MLDM} 2018, New York, NY, USA, July 15-19, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10935},
pages = {218--230},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-96133-0\_17},
doi = {10.1007/978-3-319-96133-0\_17},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/JasinNC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/SaniLN18,
author = {Habiba Muhammad Sani and
Ci Lei and
Daniel Neagu},
editor = {Max Bramer and
Miltos Petridis},
title = {Computational Complexity Analysis of Decision Tree Algorithms},
booktitle = {Artificial Intelligence {XXXV} - 38th {SGAI} International Conference
on Artificial Intelligence, {AI} 2018, Cambridge, UK, December 11-13,
2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11311},
pages = {191--197},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04191-5\_17},
doi = {10.1007/978-3-030-04191-5\_17},
timestamp = {Tue, 14 May 2019 10:00:38 +0200},
biburl = {https://dblp.org/rec/conf/sgai/SaniLN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ukci/MakindeNG18,
author = {Omololu Makinde and
Daniel Neagu and
Marian Gheorghe},
editor = {Ahmad Lotfi and
Hamid Bouchachia and
Alexander E. Gegov and
Caroline S. Langensiepen and
T. Martin McGinnity},
title = {Agent Based Micro-simulation of a Passenger Rail System Using Customer
Survey Data and an Activity Based Approach},
booktitle = {Advances in Computational Intelligence Systems - Contributions Presented
at the 18th {UK} Workshop on Computational Intelligence, September
5-7, 2018, Nottingham, {UK}},
series = {Advances in Intelligent Systems and Computing},
volume = {840},
pages = {123--137},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-97982-3\_10},
doi = {10.1007/978-3-319-97982-3\_10},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ukci/MakindeNG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ukci/AliNT18,
author = {Najat Ali and
Daniel Neagu and
Paul R. Trundle},
editor = {Ahmad Lotfi and
Hamid Bouchachia and
Alexander E. Gegov and
Caroline S. Langensiepen and
T. Martin McGinnity},
title = {Classification of Heterogeneous Data Based on Data Type Impact on
Similarity},
booktitle = {Advances in Computational Intelligence Systems - Contributions Presented
at the 18th {UK} Workshop on Computational Intelligence, September
5-7, 2018, Nottingham, {UK}},
series = {Advances in Intelligent Systems and Computing},
volume = {840},
pages = {252--263},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-97982-3\_21},
doi = {10.1007/978-3-319-97982-3\_21},
timestamp = {Wed, 22 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ukci/AliNT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webist/TaktekTN18,
author = {Ebtesam Taktek and
Dhavalkumar Thakker and
Daniel Neagu},
editor = {Mar{\'{\i}}a Jos{\'{e}} Escalona and
Francisco Jos{\'{e}} Dom{\'{\i}}nguez Mayo and
Tim A. Majchrzak and
Val{\'{e}}rie Monfort},
title = {Comparison between Range-based and Prefix Dewey Encoding},
booktitle = {Proceedings of the 14th International Conference on Web Information
Systems and Technologies, {WEBIST} 2018, Seville, Spain, September
18-20, 2018},
pages = {364--368},
publisher = {SciTePress},
year = {2018},
url = {https://doi.org/10.5220/0007229003640368},
doi = {10.5220/0007229003640368},
timestamp = {Wed, 10 Oct 2018 10:10:46 +0200},
biburl = {https://dblp.org/rec/conf/webist/TaktekTN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/Neagu17,
author = {Daniel Neagu},
title = {Special issue on innovative techniques and applications of artificial
intelligence guest editorial},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {34},
number = {5},
year = {2017},
url = {https://doi.org/10.1111/exsy.12234},
doi = {10.1111/EXSY.12234},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/es/Neagu17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ithings/MicicNCZ17,
author = {Natasha Micic and
Daniel Neagu and
Felician Campean and
Esmaeil Habib Zadeh},
editor = {Yulei Wu and
Geyong Min and
Nektarios Georgalas and
Ahmed Al{-}Dubi and
Xiaolong Jin and
Laurence T. Yang and
Jianhua Ma and
Po Yang},
title = {Towards a Data Quality Framework for Heterogeneous Data},
booktitle = {2017 {IEEE} International Conference on Internet of Things (iThings)
and {IEEE} Green Computing and Communications (GreenCom) and {IEEE}
Cyber, Physical and Social Computing (CPSCom) and {IEEE} Smart Data
(SmartData), Exeter, United Kingdom, June 21-23, 2017},
pages = {155--162},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData.2017.28},
doi = {10.1109/ITHINGS-GREENCOM-CPSCOM-SMARTDATA.2017.28},
timestamp = {Thu, 01 Feb 2024 20:40:31 +0100},
biburl = {https://dblp.org/rec/conf/ithings/MicicNCZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/TambuwalNG17,
author = {Ahmad Idris Tambuwal and
Daniel Neagu and
Marian Gheorghe},
editor = {Max Bramer and
Miltos Petridis},
title = {An Experimental Comparison of Ensemble Classifiers for Evolving Data
Streams},
booktitle = {Artificial Intelligence {XXXIV} - 37th {SGAI} International Conference
on Artificial Intelligence, {AI} 2017, Cambridge, UK, December 12-14,
2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10630},
pages = {156--162},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71078-5\_14},
doi = {10.1007/978-3-319-71078-5\_14},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sgai/TambuwalNG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AzzehCN17,
author = {Mohammad Azzeh and
Peter I. Cowling and
Daniel Neagu},
title = {Software stage-effort estimation based on association rule mining
and fuzzy set theory},
journal = {CoRR},
volume = {abs/1703.04539},
year = {2017},
url = {http://arxiv.org/abs/1703.04539},
eprinttype = {arXiv},
eprint = {1703.04539},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AzzehCN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/NassifABN16,
author = {Ali Bou Nassif and
Mohammad Azzeh and
Shadi Banitaan and
Daniel Neagu},
title = {Guest editorial: special issue on predictive analytics using machine
learning},
journal = {Neural Comput. Appl.},
volume = {27},
number = {8},
pages = {2153--2155},
year = {2016},
url = {https://doi.org/10.1007/s00521-016-2327-3},
doi = {10.1007/S00521-016-2327-3},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/NassifABN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/Neagu16,
author = {Daniel Neagu},
title = {Special issue on computational intelligence algorithms and applications},
journal = {Soft Comput.},
volume = {20},
number = {8},
pages = {2921--2922},
year = {2016},
url = {https://doi.org/10.1007/s00500-016-2261-4},
doi = {10.1007/S00500-016-2261-4},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/Neagu16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/MistryNTV16,
author = {Pritesh Mistry and
Daniel Neagu and
Paul R. Trundle and
Jonathan D. Vessey},
title = {Using random forest and decision tree models for a new vehicle prediction
approach in computational toxicology},
journal = {Soft Comput.},
volume = {20},
number = {8},
pages = {2967--2979},
year = {2016},
url = {https://doi.org/10.1007/s00500-015-1925-9},
doi = {10.1007/S00500-015-1925-9},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/MistryNTV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/IsahNT15,
author = {Haruna Isah and
Daniel Neagu and
Paul R. Trundle},
editor = {Jian Pei and
Fabrizio Silvestri and
Jie Tang},
title = {Bipartite Network Model for Inferring Hidden Ties in Crime Data},
booktitle = {Proceedings of the 2015 {IEEE/ACM} International Conference on Advances
in Social Networks Analysis and Mining, {ASONAM} 2015, Paris, France,
August 25 - 28, 2015},
pages = {994--1001},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808797.2808842},
doi = {10.1145/2808797.2808842},
timestamp = {Thu, 11 Mar 2021 17:04:51 +0100},
biburl = {https://dblp.org/rec/conf/asunam/IsahNT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/IsahNT15,
author = {Haruna Isah and
Daniel Neagu and
Paul R. Trundle},
title = {Bipartite Network Model for Inferring Hidden Ties in Crime Data},
journal = {CoRR},
volume = {abs/1510.02343},
year = {2015},
url = {http://arxiv.org/abs/1510.02343},
eprinttype = {arXiv},
eprint = {1510.02343},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/IsahNT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/IsahNT15a,
author = {Haruna Isah and
Daniel Neagu and
Paul R. Trundle},
title = {Social Media Analysis for Product Safety using Text Mining and Sentiment
Analysis},
journal = {CoRR},
volume = {abs/1510.05301},
year = {2015},
url = {http://arxiv.org/abs/1510.05301},
eprinttype = {arXiv},
eprint = {1510.05301},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/IsahNT15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/Neagu14,
author = {Daniel Neagu},
title = {Special issue on innovative techniques and applications of artificial
intelligence},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {31},
number = {5},
pages = {409--410},
year = {2014},
url = {https://doi.org/10.1111/exsy.12048},
doi = {10.1111/EXSY.12048},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/es/Neagu14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ukci/AlqasrawiN14,
author = {Yousef Alqasrawi and
Daniel Neagu},
title = {Investigating the relationship between the distribution of local semantic
concepts and local keypoints for image annotation},
booktitle = {14th {UK} Workshop on Computational Intelligence, {UKCI} 2014, Bradford,
UK, September 8-10, 2014},
pages = {1--7},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/UKCI.2014.6930165},
doi = {10.1109/UKCI.2014.6930165},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/ukci/AlqasrawiN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ukci/IsahTN14,
author = {Haruna Isah and
Paul R. Trundle and
Daniel Neagu},
title = {Social media analysis for product safety using text mining and sentiment
analysis},
booktitle = {14th {UK} Workshop on Computational Intelligence, {UKCI} 2014, Bradford,
UK, September 8-10, 2014},
pages = {1--7},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/UKCI.2014.6930158},
doi = {10.1109/UKCI.2014.6930158},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ukci/IsahTN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ukci/MistryPNT14,
author = {Pritesh Mistry and
Anna Palczewska and
Daniel Neagu and
Paul R. Trundle},
title = {Using computational methods for the prediction of drug vehicles},
booktitle = {14th {UK} Workshop on Computational Intelligence, {UKCI} 2014, Bradford,
UK, September 8-10, 2014},
pages = {1--7},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/UKCI.2014.6930194},
doi = {10.1109/UKCI.2014.6930194},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ukci/MistryPNT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ukci/YangN14,
author = {Longzhi Yang and
Daniel Neagu},
title = {Integration strategies for toxicity data from an empirical perspective},
booktitle = {14th {UK} Workshop on Computational Intelligence, {UKCI} 2014, Bradford,
UK, September 8-10, 2014},
pages = {1--8},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/UKCI.2014.6930153},
doi = {10.1109/UKCI.2014.6930153},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ukci/YangN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijinfoman/PalczewskaFTYNRT13,
author = {Anna Palczewska and
Xin Fu and
Paul R. Trundle and
Longzhi Yang and
Daniel Neagu and
Mick J. Ridley and
Kim Travis},
title = {Towards model governance in predictive toxicology},
journal = {Int. J. Inf. Manag.},
volume = {33},
number = {3},
pages = {567--582},
year = {2013},
url = {https://doi.org/10.1016/j.ijinfomgt.2013.02.005},
doi = {10.1016/J.IJINFOMGT.2013.02.005},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijinfoman/PalczewskaFTYNRT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcheminf/PalczewskaNR13,
author = {Anna Palczewska and
Daniel Neagu and
Mick J. Ridley},
title = {Using Pareto points for model identification in predictive toxicology},
journal = {J. Cheminformatics},
volume = {5},
pages = {16},
year = {2013},
url = {https://doi.org/10.1186/1758-2946-5-16},
doi = {10.1186/1758-2946-5-16},
timestamp = {Thu, 14 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcheminf/PalczewskaNR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sivp/AlqasrawiNC13,
author = {Yousef Alqasrawi and
Daniel Neagu and
Peter I. Cowling},
title = {Fusing integrated visual vocabularies-based bag of visual words and
weighted colour moments on spatial pyramid layout for natural scene
image classification},
journal = {Signal Image Video Process.},
volume = {7},
number = {4},
pages = {759--775},
year = {2013},
url = {https://doi.org/10.1007/s11760-011-0266-0},
doi = {10.1007/S11760-011-0266-0},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sivp/AlqasrawiNC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/BashonNR13,
author = {Yasmina Bashon and
Daniel Neagu and
Mick J. Ridley},
title = {A framework for comparing heterogeneous objects: on the similarity
measurements for fuzzy, numerical and categorical attributes},
journal = {Soft Comput.},
volume = {17},
number = {9},
pages = {1595--1615},
year = {2013},
url = {https://doi.org/10.1007/s00500-012-0974-6},
doi = {10.1007/S00500-012-0974-6},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/BashonNR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcci/AbdulrahmanNHRL13,
author = {Ruqayya Abdulrahman and
Daniel Neagu and
D. R. W. Holton and
Mick J. Ridley and
Yang Lan},
title = {Data Extraction from Online Social Networks Using Application Programming
Interface in a Multi Agent System Approach},
journal = {Trans. Comput. Collect. Intell.},
volume = {11},
pages = {88--118},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41776-4\_4},
doi = {10.1007/978-3-642-41776-4\_4},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcci/AbdulrahmanNHRL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/YangN13,
author = {Longzhi Yang and
Daniel Neagu},
title = {Toxicity risk assessment from heterogeneous uncertain data with possibility-probability
distribution},
booktitle = {{FUZZ-IEEE} 2013, {IEEE} International Conference on Fuzzy Systems,
Hyderabad, India, 7-10 July, 2013, Proceedings},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/FUZZ-IEEE.2013.6622304},
doi = {10.1109/FUZZ-IEEE.2013.6622304},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/YangN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/PalczewskaPRN13,
author = {Anna Palczewska and
Jan Palczewski and
Richard Marchese Robinson and
Daniel Neagu},
title = {Interpreting random forest models using a feature contribution method},
booktitle = {{IEEE} 14th International Conference on Information Reuse {\&}
Integration, {IRI} 2013, San Francisco, CA, USA, August 14-16, 2013},
pages = {112--119},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/IRI.2013.6642461},
doi = {10.1109/IRI.2013.6642461},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iri/PalczewskaPRN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/PalczewskaPRN13a,
author = {Anna Palczewska and
Jan Palczewski and
Richard Marchese Robinson and
Daniel Neagu},
editor = {Thouraya Bouabana{-}Tebibel and
Stuart H. Rubin},
title = {Interpreting Random Forest Classification Models Using a Feature Contribution
Method},
booktitle = {Integration of Reusable Systems [extended versions of the best papers
which were presented at {IEEE} International Conference on Information
Reuse and Integration and {IEEE} International Workshop on Formal
Methods Integration, San Francisco, CA, USA, August 2013]},
series = {Advances in Intelligent Systems and Computing},
volume = {263},
pages = {193--218},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-04717-1\_9},
doi = {10.1007/978-3-319-04717-1\_9},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iri/PalczewskaPRN13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PalczewskaPRN13,
author = {Anna Palczewska and
Jan Palczewski and
Richard Marchese Robinson and
Daniel Neagu},
title = {Interpreting random forest classification models using a feature contribution
method},
journal = {CoRR},
volume = {abs/1312.1121},
year = {2013},
url = {http://arxiv.org/abs/1312.1121},
eprinttype = {arXiv},
eprint = {1312.1121},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PalczewskaPRN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijkwi/AbdulrahmanANHR12,
author = {Ruqayya Abdulrahman and
Sophia Alim and
Daniel Neagu and
D. R. W. Holton and
Mick J. Ridley},
title = {Multi agent system approach for vulnerability analysis of online social
network profiles over time},
journal = {Int. J. Knowl. Web Intell.},
volume = {3},
number = {3},
pages = {256--286},
year = {2012},
url = {https://doi.org/10.1504/IJKWI.2012.050854},
doi = {10.1504/IJKWI.2012.050854},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijkwi/AbdulrahmanANHR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/FuTNRS12,
author = {Xin Fu and
Kim Travis and
Daniel Neagu and
Mick J. Ridley and
Qiang Shen},
title = {Fuzzy complex number aided evaluation of predictive toxicology models},
booktitle = {{FUZZ-IEEE} 2012, {IEEE} International Conference on Fuzzy Systems,
Brisbane, Australia, June 10-15, 2012, Proceedings},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/FUZZ-IEEE.2012.6251331},
doi = {10.1109/FUZZ-IEEE.2012.6251331},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/FuTNRS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/YangN12,
author = {Longzhi Yang and
Daniel Neagu},
editor = {Chengcui Zhang and
James Joshi and
Elisa Bertino and
Bhavani Thuraisingham},
title = {Towards the integration of heterogeneous uncertain data},
booktitle = {{IEEE} 13th International Conference on Information Reuse {\&}
Integration, {IRI} 2012, Las Vegas, NV, USA, August 8-10, 2012},
pages = {295--302},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IRI.2012.6303023},
doi = {10.1109/IRI.2012.6303023},
timestamp = {Wed, 29 Jun 2022 15:37:42 +0200},
biburl = {https://dblp.org/rec/conf/iri/YangN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uksim/MakhtarYNR12,
author = {Mokhairi Makhtar and
Longzhi Yang and
Daniel Neagu and
Mick J. Ridley},
editor = {David Al{-}Dabass and
Alessandra Orsoni and
Richard J. Cant},
title = {Optimisation of Classifier Ensemble for Predictive Toxicology Applications},
booktitle = {14th International Conference on Computer Modelling and Simulation,
2012 UKSim, Cambridge, United Kingdom, March 28-30, 2012},
pages = {236--241},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/UKSim.2012.41},
doi = {10.1109/UKSIM.2012.41},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uksim/MakhtarYNR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chb/AlkhattabiNC11,
author = {Mona Awad Alkhattabi and
Daniel Neagu and
Andrea J. Cullen},
title = {Assessing information quality of e-learning systems: a web mining
approach},
journal = {Comput. Hum. Behav.},
volume = {27},
number = {2},
pages = {862--873},
year = {2011},
url = {https://doi.org/10.1016/j.chb.2010.11.011},
doi = {10.1016/J.CHB.2010.11.011},
timestamp = {Wed, 21 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/chb/AlkhattabiNC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcheminf/FuWNRT11,
author = {Xin Fu and
Anna Wojak and
Daniel Neagu and
Mick J. Ridley and
Kim Travis},
title = {Data governance in predictive toxicology: {A} review},
journal = {J. Cheminformatics},
volume = {3},
pages = {24},
year = {2011},
url = {https://doi.org/10.1186/1758-2946-3-24},
doi = {10.1186/1758-2946-3-24},
timestamp = {Thu, 14 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcheminf/FuWNRT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/AzzehNC11,
author = {Mohammad Azzeh and
Daniel Neagu and
Peter I. Cowling},
title = {Analogy-based software effort estimation using Fuzzy numbers},
journal = {J. Syst. Softw.},
volume = {84},
number = {2},
pages = {270--284},
year = {2011},
url = {https://doi.org/10.1016/j.jss.2010.09.028},
doi = {10.1016/J.JSS.2010.09.028},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jss/AzzehNC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/MakhtarNR11,
author = {Mokhairi Makhtar and
Daniel Neagu and
Mick J. Ridley},
editor = {Hujun Yin and
Wenjia Wang and
Victor J. Rayward{-}Smith},
title = {Comparing Multi-class Classifiers: On the Similarity of Confusion
Matrices for Predictive Toxicology Applications},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2011
- 12th International Conference, Norwich, UK, September 7-9, 2011.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6936},
pages = {252--261},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23878-9\_31},
doi = {10.1007/978-3-642-23878-9\_31},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/ideal/MakhtarNR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/BashonNR11,
author = {Yasmina Bashon and
Daniel Neagu and
Mick J. Ridley},
editor = {Sebasti{\'{a}}n Ventura and
Ajith Abraham and
Krzysztof J. Cios and
Crist{\'{o}}bal Romero and
Francesco Marcelloni and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Eva Lucrecia Gibaja Galindo},
title = {Fuzzy set-theoretical approach for comparing objects with fuzzy attributes},
booktitle = {11th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2011, C{\'{o}}rdoba, Spain, November 22-24, 2011},
pages = {754--759},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISDA.2011.6121747},
doi = {10.1109/ISDA.2011.6121747},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/isda/BashonNR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itbam/MakhtarNR11,
author = {Mokhairi Makhtar and
Daniel Neagu and
Mick J. Ridley},
editor = {Christian B{\"{o}}hm and
Sami Khuri and
Lenka Lhotsk{\'{a}} and
Nadia Pisanti},
title = {Binary Classification Models Comparison: On the Similarity of Datasets
and Confusion Matrix for Predictive Toxicology Applications},
booktitle = {Information Technology in Bio- and Medical Informatics - Second International
Conference, {ITBAM} 2011, Toulouse, France, August 29 - September
2, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6865},
pages = {108--122},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23208-4\_11},
doi = {10.1007/978-3-642-23208-4\_11},
timestamp = {Tue, 30 Jan 2024 13:00:56 +0100},
biburl = {https://dblp.org/rec/conf/itbam/MakhtarNR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kesamsta/AbdulrahmanNH11,
author = {Ruqayya Abdulrahman and
Daniel Neagu and
D. R. W. Holton},
editor = {James O'Shea and
Ngoc Thanh Nguyen and
Keeley A. Crockett and
Robert J. Howlett and
Lakhmi C. Jain},
title = {Multi Agent System for Historical Information Retrieval from Online
Social Networks},
booktitle = {Agent and Multi-Agent Systems: Technologies and Applications - 5th
{KES} International Conference, {KES-AMSTA} 2011, Manchester, UK,
June 29 - July 1, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6682},
pages = {54--63},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22000-5\_7},
doi = {10.1007/978-3-642-22000-5\_7},
timestamp = {Thu, 16 Mar 2023 20:00:31 +0100},
biburl = {https://dblp.org/rec/conf/kesamsta/AbdulrahmanNH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kesamsta/AbdulrahmanHNR11,
author = {Ruqayya Abdulrahman and
D. R. W. Holton and
Daniel Neagu and
Mick J. Ridley},
editor = {James O'Shea and
Ngoc Thanh Nguyen and
Keeley A. Crockett and
Robert J. Howlett and
Lakhmi C. Jain},
title = {Formal Specification of Multi Agent System for Historical Information
Retrieval from Online Social Networks},
booktitle = {Agent and Multi-Agent Systems: Technologies and Applications - 5th
{KES} International Conference, {KES-AMSTA} 2011, Manchester, UK,
June 29 - July 1, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6682},
pages = {84--93},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22000-5\_10},
doi = {10.1007/978-3-642-22000-5\_10},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kesamsta/AbdulrahmanHNR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/AzzehNC10,
author = {Mohammad Azzeh and
Daniel Neagu and
Peter I. Cowling},
title = {Fuzzy grey relational analysis for software effort estimation},
journal = {Empir. Softw. Eng.},
volume = {15},
number = {1},
pages = {60--90},
year = {2010},
url = {https://doi.org/10.1007/s10664-009-9113-0},
doi = {10.1007/S10664-009-9113-0},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ese/AzzehNC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEcit/AzzehCN10,
author = {Mohammad Azzeh and
Peter I. Cowling and
Daniel Neagu},
title = {Software Stage-Effort Estimation Based on Association Rule Mining
and Fuzzy Set Theory},
booktitle = {10th {IEEE} International Conference on Computer and Information Technology,
{CIT} 2010, Bradford, West Yorkshire, UK, June 29-July 1, 2010},
pages = {249--256},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CIT.2010.76},
doi = {10.1109/CIT.2010.76},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/IEEEcit/AzzehCN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEcit/AbdulrahmanANR10,
author = {Ruqayya Abdulrahman and
Sophia Alim and
Daniel Neagu and
Mick J. Ridley},
title = {Algorithms for Data Retrieval from Online Social Network Graphs},
booktitle = {10th {IEEE} International Conference on Computer and Information Technology,
{CIT} 2010, Bradford, West Yorkshire, UK, June 29-July 1, 2010},
pages = {1660--1666},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CIT.2010.293},
doi = {10.1109/CIT.2010.293},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/IEEEcit/AbdulrahmanANR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/BashonNR10,
author = {Yasmina Bashon and
Daniel Neagu and
Mick J. Ridley},
editor = {Eyke H{\"{u}}llermeier and
Rudolf Kruse and
Frank Hoffmann},
title = {A New Approach for Comparing Fuzzy Objects},
booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based
Systems. Applications - 13th International Conference, {IPMU} 2010,
Dortmund, Germany, June 28 - July 2, 2010. Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {81},
pages = {115--125},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-14058-7\_12},
doi = {10.1007/978-3-642-14058-7\_12},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipmu/BashonNR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/AlqasrawiNC10,
author = {Yousef Alqasrawi and
Daniel Neagu and
Peter I. Cowling},
title = {Spatial pyramid local keypoints quantization for bag of visual patches
image representation},
booktitle = {10th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2010, November 29 - December 1, 2010, Cairo, Egypt},
pages = {1270--1274},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISDA.2010.5687083},
doi = {10.1109/ISDA.2010.5687083},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/isda/AlqasrawiNC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itbam/KhalidSN10,
author = {Shehla Khalid and
Claire Surr and
Daniel Neagu},
editor = {Sami Khuri and
Lenka Lhotsk{\'{a}} and
Nadia Pisanti},
title = {{DCM} Data Management Framework: {A} Data Warehousing Approach},
booktitle = {Information Technology in Bio- and Medical Informatics, {ITBAM} 2010,
First International Conference, Bilbao, Spain, September 1-2, 2010.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6266},
pages = {45--56},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15020-3\_4},
doi = {10.1007/978-3-642-15020-3\_4},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/itbam/KhalidSN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icitst/AlimANR09,
author = {Sophia Alim and
Ruqayya Abdulrahman and
Daniel Neagu and
Mick J. Ridley},
title = {Data retrieval from online social network profiles for social engineering
applications},
booktitle = {Proceedings of the 4th International Conference for Internet Technology
and Secured Transactions, {ICITST} 2009, London, UK, November 9-12,
2009},
pages = {1--5},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICITST.2009.5402568},
doi = {10.1109/ICITST.2009.5402568},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icitst/AlimANR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/AlqasrawiNC09,
author = {Yousef Alqasrawi and
Daniel Neagu and
Peter I. Cowling},
title = {Natural Scene Image Recognition by Fusing Weighted Colour Moments
with Bag of Visual Patches on Spatial Pyramid Layout},
booktitle = {Ninth International Conference on Intelligent Systems Design and Applications,
{ISDA} 2009, Pisa, Italy , November 30-December 2, 2009},
pages = {140--145},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ISDA.2009.134},
doi = {10.1109/ISDA.2009.134},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/AlqasrawiNC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/promise/AzzehNC09,
author = {Mohammad Azzeh and
Daniel Neagu and
Peter I. Cowling},
editor = {Thomas J. Ostrand},
title = {Software effort estimation based on weighted fuzzy grey relational
analysis},
booktitle = {Proceedings of the 5th International Workshop on Predictive Models
in Software Engineering, {PROMISE} 2009, Vancouver, BC, Canada, May
18-19, 2009},
pages = {8},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1540438.1540450},
doi = {10.1145/1540438.1540450},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/promise/AzzehNC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vw/OchukoCN09,
author = {Rita E. Ochuko and
Andrea J. Cullen and
Daniel Neagu},
editor = {Hassan Ugail and
Rami Qahwaji and
Rae A. Earnshaw and
Philip J. Willis},
title = {Overview of Factors for Internet Banking Adoption},
booktitle = {2009 International Conference on CyberWorlds, Bradford, West Yorkshire,
UK, 7-11 September 2009},
pages = {163--170},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CW.2009.51},
doi = {10.1109/CW.2009.51},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vw/OchukoCN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asiams/HatemNR08,
author = {Muna Hatem and
Daniel Neagu and
Haider Ramadan},
title = {{RDF} Repository of Experts Based on Context Oriented Automatic Annotation
Framework},
booktitle = {Second Asia International Conference on Modelling and Simulation,
{AMS} 2008, Kuala Lumpur, Malaysia, May 13-15, 2008},
pages = {29--34},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/AMS.2008.51},
doi = {10.1109/AMS.2008.51},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asiams/HatemNR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmin/ZhaoGHHN08,
author = {Chunying Zhao and
Gongde Guo and
Xuming Huang and
Tianqiang Huang and
Daniel Neagu},
editor = {Robert Stahlbock and
Sven F. Crone and
Stefan Lessmann},
title = {Data Reduction and Classification based on Multiple Classifier Behavior},
booktitle = {Proceedings of The 2008 International Conference on Data Mining, {DMIN}
2008, July 14-17, 2008, Las Vegas, USA, 2 Volumes},
pages = {78--83},
publisher = {{CSREA} Press},
year = {2008},
timestamp = {Wed, 28 Oct 2009 09:53:14 +0100},
biburl = {https://dblp.org/rec/conf/dmin/ZhaoGHHN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsoft/AzzehNC08,
author = {Mohammad Azzeh and
Daniel Neagu and
Peter I. Cowling},
editor = {Jos{\'{e}} Cordeiro and
Boris Shishkov and
Alpesh Ranchordas and
Markus Helfert},
title = {Adjusting Analogy Software Effort Estimation Based on Fuzzy Logic},
booktitle = {{ICSOFT} 2008 - Proceedings of the Third International Conference
on Software and Data Technologies, Volume SE/MUSE/GSDCA, Porto, Portugal,
July 5-8, 2008},
pages = {127--132},
publisher = {{INSTICC} Press},
year = {2008},
timestamp = {Thu, 16 Apr 2009 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icsoft/AzzehNC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/MalaziziNC08,
author = {Ladan Malazizi and
Daniel Neagu and
Qasim Chaudhry},
editor = {Petra Perner},
title = {Improving Imbalanced Multidimensional Dataset Learner Performance
with Artificial Data Generation: Density-Based Class-Boost Algorithm},
booktitle = {Advances in Data Mining. Medical Applications, E-Commerce, Marketing,
and Theoretical Aspects, 8th Industrial Conference, {ICDM} 2008, Leipzig,
Germany, July 16-18, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5077},
pages = {165--176},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-70720-2\_13},
doi = {10.1007/978-3-540-70720-2\_13},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/incdm/MalaziziNC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispw/AzzehNC08,
author = {Mohammad Azzeh and
Daniel Neagu and
Peter I. Cowling},
editor = {Qing Wang and
Dietmar Pfahl and
David M. Raffo},
title = {Software Project Similarity Measurement Based on Fuzzy C-Means},
booktitle = {Making Globally Distributed Software Development a Success Story,
International Conference on Software Process, {ICSP} 2008, Leipzig,
Germany, May 10-11, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5007},
pages = {123--134},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-79588-9\_12},
doi = {10.1007/978-3-540-79588-9\_12},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/ispw/AzzehNC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/promise/AzzehNC08,
author = {Mohammad Azzeh and
Daniel Neagu and
Peter I. Cowling},
editor = {Gary D. Boetticher and
Thomas J. Ostrand},
title = {Improving analogy software effort estimation using fuzzy feature subset
selection algorithm},
booktitle = {Proceedings of the 4th International Workshop on Predictor Models
in Software Engineering, {PROMISE} '08, Leipzig, Germany, May 12-13,
2008},
pages = {71--78},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1370788.1370805},
doi = {10.1145/1370788.1370805},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/promise/AzzehNC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/asc/TrundleNCC08,
author = {Paul R. Trundle and
Daniel Neagu and
Marian Viorel Craciun and
Qasim Chaudhry},
editor = {Emilio Corchado and
Juan M. Corchado and
Ajith Abraham},
title = {Development of Multi-output Neural Networks for Data Integration -
{A} Case Study},
booktitle = {Innovations in Hybrid Intelligent Systems},
series = {Advances in Soft Computing},
volume = {44},
pages = {80--87},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-74972-1\_12},
doi = {10.1007/978-3-540-74972-1\_12},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/asc/TrundleNCC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/LanN07,
author = {Yang Lan and
Daniel Neagu},
editor = {Reda Alhajj and
Hong Gao and
Xue Li and
Jianzhong Li and
Osmar R. Za{\"{\i}}ane},
title = {Applications of the Moving Average of \emph{n} \({}^{\mbox{ \emph{th}
}}\) -Order Difference Algorithm for Time Series Prediction},
booktitle = {Advanced Data Mining and Applications, Third International Conference,
{ADMA} 2007, Harbin, China, August 6-8, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4632},
pages = {264--275},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73871-8\_25},
doi = {10.1007/978-3-540-73871-8\_25},
timestamp = {Mon, 31 Aug 2020 16:04:32 +0200},
biburl = {https://dblp.org/rec/conf/adma/LanN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fskd/HuangGNH07,
author = {Xuming Huang and
Gongde Guo and
Daniel Neagu and
Tianqiang Huang},
editor = {J. Lei},
title = {Weighted kNNModel-Nased Data Reduction and Classification},
booktitle = {Fourth International Conference on Fuzzy Systems and Knowledge Discovery,
{FSKD} 2007, 24-27 August 2007, Haikou, Hainan, China, Proceedings,
Volume 1},
pages = {689--695},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/FSKD.2007.615},
doi = {10.1109/FSKD.2007.615},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fskd/HuangGNH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LanN07,
author = {Yang Lan and
Daniel Neagu},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Tao Li and
Ying Liu and
Lukasz A. Kurgan and
Jieping Ye and
Mitsunori Ogihara and
Seref Sagiroglu and
Xue{-}wen Chen and
Leif E. Peterson and
Khalid Hafeez},
title = {A new time series prediction algorithm based on moving average of
nth-order difference},
booktitle = {The Sixth International Conference on Machine Learning and Applications,
{ICMLA} 2007, Cincinnati, Ohio, USA, 13-15 December 2007},
pages = {248--253},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICMLA.2007.47},
doi = {10.1109/ICMLA.2007.47},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/LanN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/HuangGN07,
author = {Yu Huang and
Gongde Guo and
Daniel Neagu},
title = {A Partial Coverage Based Approach to Classification},
booktitle = {19th {IEEE} International Conference on Tools with Artificial Intelligence
{(ICTAI} 2007), October 29-31, 2007, Patras, Greece, Volume 1},
pages = {275--280},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICTAI.2007.62},
doi = {10.1109/ICTAI.2007.62},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/HuangGN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/TrundleNC07,
author = {Paul R. Trundle and
Daniel Neagu and
Qasim Chaudhry},
editor = {Petra Perner},
title = {Multi-source Data Modelling: Integrating Related Data to Improve Model
Performance},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 5th International
Conference, {MLDM} 2007, Leipzig, Germany, July 18-20, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4571},
pages = {32--46},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73499-4\_4},
doi = {10.1007/978-3-540-73499-4\_4},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/TrundleNC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/NeaguGW06,
author = {Daniel Neagu and
Gongde Guo and
Shanshan Wang},
editor = {Xue Li and
Osmar R. Za{\"{\i}}ane and
Zhanhuai Li},
title = {An Effective Combination Based on Class-Wise Expertise of Diverse
Classifiers for Predictive Toxicology Data Mining},
booktitle = {Advanced Data Mining and Applications, Second International Conference,
{ADMA} 2006, Xi'an, China, August 14-16, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4093},
pages = {165--172},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11811305\_18},
doi = {10.1007/11811305\_18},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/adma/NeaguGW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fskd/GuoNHB06,
author = {Gongde Guo and
Daniel Neagu and
Xuming Huang and
Yaxin Bi},
editor = {Lipo Wang and
Licheng Jiao and
Guangming Shi and
Xue Li and
Jing Liu},
title = {An Effective Combination of Multiple Classifiers for Toxicity Prediction},
booktitle = {Fuzzy Systems and Knowledge Discovery, Third International Conference,
{FSKD} 2006, Xi'an, China, September 24-28, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4223},
pages = {481--490},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11881599\_56},
doi = {10.1007/11881599\_56},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/fskd/GuoNHB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/NegoitaNP05,
author = {Mircea Gh. Negoita and
Daniel Neagu and
Vasile Palade},
title = {Computational Intelligence - Engineering of Hybrid Systems},
series = {Studies in Fuzziness and Soft Computing},
volume = {174},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/b12051},
doi = {10.1007/B12051},
isbn = {978-3-540-23219-3},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/NegoitaNP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcia/GuoN05,
author = {Gongde Guo and
Daniel Neagu},
title = {Fuzzy Knnmodel Applied to Predictive Toxicology Data Mining},
journal = {Int. J. Comput. Intell. Appl.},
volume = {5},
number = {3},
pages = {321--334},
year = {2005},
url = {https://doi.org/10.1142/S1469026805001635},
doi = {10.1142/S1469026805001635},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcia/GuoN05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fskd/GuoNC05,
author = {Gongde Guo and
Daniel Neagu and
Mark T. D. Cronin},
editor = {Lipo Wang and
Yaochu Jin},
title = {A Study on Feature Selection for Toxicity Prediction},
booktitle = {Fuzzy Systems and Knowledge Discovery, Second International Conference,
{FSKD} 2005, Changsha, China, August 27-29, 2005, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {3614},
pages = {31--34},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11540007\_4},
doi = {10.1007/11540007\_4},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/fskd/GuoNC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icapr/GuoNC05,
author = {Gongde Guo and
Daniel Neagu and
Mark T. D. Cronin},
editor = {Peng Wang and
Maneesha Singh and
Chidanand Apt{\'{e}} and
Petra Perner},
title = {Using \emph{k}NN Model for Automatic Feature Selection},
booktitle = {Pattern Recognition and Data Mining, Third International Conference
on Advances in Pattern Recognition, {ICAPR} 2005, Bath, UK, August
22-25, 2005, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3686},
pages = {410--419},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11551188\_44},
doi = {10.1007/11551188\_44},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icapr/GuoNC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/ZhangNB05,
author = {Shuai Zhang and
Daniel Neagu and
Catalin Balescu},
editor = {Lipo Wang and
Ke Chen and
Yew{-}Soon Ong},
title = {Refinement of Clustering Solutions Using a Multi-label Voting Algorithm
for Neuro-fuzzy Ensembles},
booktitle = {Advances in Natural Computation, First International Conference, {ICNC}
2005, Changsha, China, August 27-29, 2005, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {3612},
pages = {1300--1303},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11539902\_165},
doi = {10.1007/11539902\_165},
timestamp = {Sun, 02 Jun 2019 21:14:27 +0200},
biburl = {https://dblp.org/rec/conf/icnc/ZhangNB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/NeaguCSB05,
author = {Daniel Neagu and
Marian Viorel Craciun and
Silviu A. Stroia and
Severin Bumbaru},
title = {Hybrid Intelligent Systems for Predictive Toxicology - a Distributed
Approach},
booktitle = {Proceedings of the Fifth International Conference on Intelligent Systems
Design and Applications {(ISDA} 2005), 8-10 September 2005, Wroclaw,
Poland},
pages = {26--31},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ISDA.2005.52},
doi = {10.1109/ISDA.2005.52},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/NeaguCSB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/NeaguZB05,
author = {Daniel Neagu and
Shuai Zhang and
Catalin Balescu},
title = {A Multi-Label Voting Algorithm for Neuro-Fuzzy Classifier Ensembles
with Applications in Visual Arts Data Mining},
booktitle = {Proceedings of the Fifth International Conference on Intelligent Systems
Design and Applications {(ISDA} 2005), 8-10 September 2005, Wroclaw,
Poland},
pages = {245--250},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ISDA.2005.10},
doi = {10.1109/ISDA.2005.10},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/NeaguZB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/GuoN05,
author = {Gongde Guo and
Daniel Neagu},
title = {Similarity-based classifier combination for decision making},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Waikoloa, Hawaii, USA, October 10-12, 2005},
pages = {176--181},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICSMC.2005.1571141},
doi = {10.1109/ICSMC.2005.1571141},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/GuoN05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/anns/Neagu04,
author = {Daniel Neagu},
editor = {Waseem Asrar Ahmed},
title = {A Study of Neural and Fuzzy Parameters for Explicit and Implicit Knowledge-based
Systems},
booktitle = {Artificial Neural Networks: Data preparation techniques and application
development, Proceedings of the 1st International Workshop on Artificial
Neural Networks: Data preparation techniques and application development,
ANNs 2004, In conjunction with {ICINCO} 2004, Set{\'{u}}bal,
Portugal, August 2004},
pages = {51--61},
publisher = {{INSTICC} Press},
year = {2004},
timestamp = {Mon, 15 Jun 2015 19:00:08 +0200},
biburl = {https://dblp.org/rec/conf/anns/Neagu04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/MazzatortaBNG03,
author = {Paolo Mazzatorta and
Emilio Benfenati and
Ciprian{-}Daniel Neagu and
Giuseppina C. Gini},
title = {Tuning Neural and Fuzzy-Neural Networks for Toxicity Modeling},
journal = {J. Chem. Inf. Comput. Sci.},
volume = {43},
number = {2},
pages = {513--518},
year = {2003},
url = {https://doi.org/10.1021/ci025585q},
doi = {10.1021/CI025585Q},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/MazzatortaBNG03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/NeaguP03,
author = {Daniel Neagu and
Vasile Palade},
title = {A neuro-fuzzy approach for functional genomics data interpretation
and analysis},
journal = {Neural Comput. Appl.},
volume = {12},
number = {3-4},
pages = {153--159},
year = {2003},
url = {https://doi.org/10.1007/s00521-003-0388-6},
doi = {10.1007/S00521-003-0388-6},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/NeaguP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/CraciunNKB03,
author = {Marian Viorel Craciun and
Daniel Neagu and
Christoph K{\"{o}}nig and
Severin Bumbaru},
editor = {Vasile Palade and
Robert J. Howlett and
Lakhmi C. Jain},
title = {A Study of Aquatic Toxicity Using Artificial Neural Networks},
booktitle = {Knowledge-Based Intelligent Information and Engineering Systems, 7th
International Conference, {KES} 2003, Oxford, UK, September 3-5, 2003,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {2774},
pages = {911--918},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45226-3\_125},
doi = {10.1007/978-3-540-45226-3\_125},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kes/CraciunNKB03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/NeaguAKP02,
author = {Ciprian{-}Daniel Neagu and
Nikolaos M. Avouris and
Elias Kalapanidas and
Vasile Palade},
title = {Neural and Neuro-Fuzzy Integration in a Knowledge-Based System for
Air Quality Prediction},
journal = {Appl. Intell.},
volume = {17},
number = {2},
pages = {141--169},
year = {2002},
url = {https://doi.org/10.1023/A:1016108730534},
doi = {10.1023/A:1016108730534},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/NeaguAKP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/MazzatortaBNG02,
author = {Paolo Mazzatorta and
Emilio Benfenati and
Daniel Neagu and
Giuseppina C. Gini},
title = {The Importance of Scaling in Data Mining for Toxicity Prediction},
journal = {J. Chem. Inf. Comput. Sci.},
volume = {42},
number = {5},
pages = {1250--1255},
year = {2002},
url = {https://doi.org/10.1021/ci025520n},
doi = {10.1021/CI025520N},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/MazzatortaBNG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/NeaguBGMR02,
author = {Ciprian{-}Daniel Neagu and
Emilio Benfenati and
Giuseppina C. Gini and
Paolo Mazzatorta and
Alessandra Roncaglioni},
editor = {Frank van Harmelen},
title = {Neuro-Fuzzy Knowledge Representation for Toxicity Prediction of Organic
Compounds},
booktitle = {Proceedings of the 15th European Conference on Artificial Intelligence,
ECAI'2002, Lyon, France, July 2002},
pages = {498--502},
publisher = {{IOS} Press},
year = {2002},
timestamp = {Mon, 03 Jan 2022 07:50:19 +0100},
biburl = {https://dblp.org/rec/conf/ecai/NeaguBGMR02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/NeaguP02,
author = {Ciprian{-}Daniel Neagu and
Vasile Palade},
editor = {Susan M. Haller and
Gene Simmons},
title = {Modular Neuro-Fuzzy Networks Used in Explicit and Implicit Knowledge
Integration},
booktitle = {Proceedings of the Fifteenth International Florida Artificial Intelligence
Research Society Conference, May 14-16, 2002, Pensacola Beach, Florida,
{USA}},
pages = {277--281},
publisher = {{AAAI} Press},
year = {2002},
url = {http://www.aaai.org/Library/FLAIRS/2002/flairs02-055.php},
timestamp = {Wed, 26 Oct 2022 08:35:33 +0200},
biburl = {https://dblp.org/rec/conf/flairs/NeaguP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/BenfenatiMNG02,
author = {Emilio Benfenati and
Paolo Mazzatorta and
Daniel Neagu and
Giuseppina C. Gini},
editor = {Fabio Roli and
Josef Kittler},
title = {Combining Classifiers of Pesticides Toxicity through a Neuro-fuzzy
Approach},
booktitle = {Multiple Classifier Systems, Third International Workshop, {MCS} 2002,
Cagliari, Italy, June 24-26, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2364},
pages = {293--303},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45428-4\_29},
doi = {10.1007/3-540-45428-4\_29},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/mcs/BenfenatiMNG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzy/PaladeNP01,
author = {Vasile Palade and
Ciprian{-}Daniel Neagu and
Ronald J. Patton},
editor = {Bernd Reusch},
title = {Interpretation of Trained Neural Networks by Rule Extraction},
booktitle = {Computational Intelligence, Theory and Applications, International
Conference, 7th Fuzzy Days, Dortmund, Germany, October 1-3, 2001,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2206},
pages = {152--161},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45493-4\_20},
doi = {10.1007/3-540-45493-4\_20},
timestamp = {Tue, 14 May 2019 10:00:38 +0200},
biburl = {https://dblp.org/rec/conf/fuzzy/PaladeNP01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/NeaguP00,
author = {Ciprian{-}Daniel Neagu and
Vasile Palade},
editor = {Robert J. Howlett and
Lakhmi C. Jain},
title = {Neural explicit and implicit knowledge representation},
booktitle = {Fourth International Conference on Knowledge-Based Intelligent Information
Engineering Systems {\&} Allied Technologies, {KES} 2000, Brighton,
UK, 30 August - 1 September 2000, Proceedings, 2 Volumes},
pages = {213--216},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/KES.2000.885795},
doi = {10.1109/KES.2000.885795},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kes/NeaguP00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/PaladeNP00,
author = {Vasile Palade and
Ciprian{-}Daniel Neagu and
Gheorghe Puscasu},
editor = {Robert J. Howlett and
Lakhmi C. Jain},
title = {Rule extraction from neural networks by interval propagation},
booktitle = {Fourth International Conference on Knowledge-Based Intelligent Information
Engineering Systems {\&} Allied Technologies, {KES} 2000, Brighton,
UK, 30 August - 1 September 2000, Proceedings, 2 Volumes},
pages = {217--220},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/KES.2000.885796},
doi = {10.1109/KES.2000.885796},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kes/PaladeNP00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzy/NeaguP99,
author = {Ciprian{-}Daniel Neagu and
Vasile Palade},
editor = {Bernd Reusch},
title = {Fuzzy Computing in a MultiPurpose Neural Network Implementation},
booktitle = {Computational Intelligence, Theory and Applications, International
Conference, 6th Fuzzy Days, Dortmund, Germany, May 25-28, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1625},
pages = {697--700},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-48774-3\_81},
doi = {10.1007/3-540-48774-3\_81},
timestamp = {Tue, 14 May 2019 10:00:38 +0200},
biburl = {https://dblp.org/rec/conf/fuzzy/NeaguP99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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