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ORCIDBibTeX records: Kristin P. Bennett
@article{DBLP:journals/distribledger/GreenGESB24,
author = {Aaron M. Green and
Michael P. Giannattasio and
John S. Erickson and
Oshani Seneviratne and
Kristin P. Bennett},
title = {DeFi Survival Analysis: Insights Into the Emerging Decentralized Financial
Ecosystem},
journal = {Distributed Ledger Technol. Res. Pract.},
volume = {3},
number = {1},
pages = {4:1--4:23},
year = {2024},
url = {https://doi.org/10.1145/3638064},
doi = {10.1145/3638064},
timestamp = {Sun, 14 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/distribledger/GreenGESB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-00987,
author = {Xiao Shou and
Dharmashankar Subramanian and
Debarun Bhattacharjya and
Tian Gao and
Kristin P. Bennett},
title = {Self-Supervised Contrastive Pre-Training for Multivariate Point Processes},
journal = {CoRR},
volume = {abs/2402.00987},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.00987},
doi = {10.48550/ARXIV.2402.00987},
eprinttype = {arXiv},
eprint = {2402.00987},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-00987.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biomedsem/SeneviratneDCARMFQBCHM23,
author = {Oshani Seneviratne and
Amar K. Das and
Shruthi Chari and
Nkechinyere N. Agu and
Sabbir M. Rashid and
Jamie P. McCusker and
Jade S. Franklin and
Miao Qi and
Kristin P. Bennett and
Ching{-}Hua Chen and
James A. Hendler and
Deborah L. McGuinness},
title = {Semantically enabling clinical decision support recommendations},
journal = {J. Biomed. Semant.},
volume = {14},
number = {1},
pages = {8},
year = {2023},
url = {https://doi.org/10.1186/s13326-023-00285-9},
doi = {10.1186/S13326-023-00285-9},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biomedsem/SeneviratneDCARMFQBCHM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/BennettFPSW23,
author = {Kristin P. Bennett and
Michael C. Ferris and
Jong{-}Shi Pang and
Mikhail V. Solodov and
Stephen J. Wright},
title = {Special Issue: Hierarchical Optimization},
journal = {Math. Program.},
volume = {198},
number = {2},
pages = {1121--1123},
year = {2023},
url = {https://doi.org/10.1007/s10107-022-01911-7},
doi = {10.1007/S10107-022-01911-7},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mp/BennettFPSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/QiDB23,
author = {Miao Qi and
Amar K. Das and
Kristin P. Bennett},
title = {Planning and Monitoring Equitable Clinical Trial Enrollment Using
Goal Programming},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {27},
number = {2},
pages = {1084--1095},
year = {2023},
url = {https://doi.org/10.1109/JBHI.2022.3219283},
doi = {10.1109/JBHI.2022.3219283},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/QiDB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShouGSBB23,
author = {Xiao Shou and
Tian Gao and
Dharmashankar Subramanian and
Debarun Bhattacharjya and
Kristin P. Bennett},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Concurrent Multi-Label Prediction in Event Streams},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {9820--9828},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i8.26172},
doi = {10.1609/AAAI.V37I8.26172},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ShouGSBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/BhanotBWZB23,
author = {Karan Bhanot and
Ioana Baldini and
Dennis Wei and
Jiaming Zeng and
Kristin P. Bennett},
editor = {Francesca Rossi and
Sanmay Das and
Jenny Davis and
Kay Firth{-}Butterfield and
Alex John},
title = {Stress-Testing Bias Mitigation Algorithms to Understand Fairness Vulnerabilities},
booktitle = {Proceedings of the 2023 {AAAI/ACM} Conference on AI, Ethics, and Society,
{AIES} 2023, Montr{\'{e}}al, QC, Canada, August 8-10, 2023},
pages = {764--774},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3600211.3604713},
doi = {10.1145/3600211.3604713},
timestamp = {Tue, 23 Jan 2024 13:25:45 +0100},
biburl = {https://dblp.org/rec/conf/aies/BhanotBWZB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/FlynnBEGS23,
author = {Conor Flynn and
Kristin P. Bennett and
John S. Erickson and
Aaron M. Green and
Oshani Seneviratne},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Enabling Cross-Language Data Integration and Scalable Analytics in
Decentralized Finance},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {4290--4299},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386383},
doi = {10.1109/BIGDATA59044.2023.10386383},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/FlynnBEGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clear2/ShouGSBB23,
author = {Xiao Shou and
Tian Gao and
Dharmashankar Subramanian and
Debarun Bhattacharjya and
Kristin P. Bennett},
editor = {Mihaela van der Schaar and
Cheng Zhang and
Dominik Janzing},
title = {Influence-Aware Attention for Multivariate Temporal Point Processes},
booktitle = {Conference on Causal Learning and Reasoning, CLeaR 2023, 11-14 April
2023, Amazon Development Center, T{\"{u}}bingen, Germany, April
11-14, 2023},
series = {Proceedings of Machine Learning Research},
volume = {213},
pages = {499--517},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v213/shou23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clear2/ShouGSBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esws/00010QBM23,
author = {Paulo Pinheiro and
Henrique Santos and
Miao Qi and
Kristin P. Bennett and
Deborah L. McGuinness},
editor = {Ali Hasnain and
Tracy Robson and
Michel Dumontier and
Alba Catalina Morales Tirado and
Dietrich Rebholz{-}Schuhmann},
title = {Towards Machine-Assisted Biomedical Data Preparation: {A} Use Case
on Disparity in Access to Health Care},
booktitle = {Proceedings of the 6th Workshop on Semantic Web Solutions for Large-Scale
Biomedical Data Analytics co-located with {ESWC} 2023, Hersonissos,
Greece, May 29, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3466},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3466/paper2.pdf},
timestamp = {Wed, 13 Sep 2023 16:08:43 +0200},
biburl = {https://dblp.org/rec/conf/esws/00010QBM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShouBGSHB23,
author = {Xiao Shou and
Debarun Bhattacharjya and
Tian Gao and
Dharmashankar Subramanian and
Oktie Hassanzadeh and
Kristin P. Bennett},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Probabilistic Attention-to-Influence Neural Models for Event Sequences},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {31657--31674},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/shou23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShouBGSHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kgswc/FranklinPEMMB23,
author = {Jade S. Franklin and
Hannah Powers and
John S. Erickson and
Jamie P. McCusker and
Deborah L. McGuinness and
Kristin P. Bennett},
editor = {Fernando Ortiz{-}Rodr{\'{\i}}guez and
Boris Villaz{\'{o}}n{-}Terrazas and
Sanju Tiwari and
Carlos Bobed},
title = {An Ontology for Reasoning About Fairness in Regression and Machine
Learning},
booktitle = {Knowledge Graphs and Semantic Web - 5th Iberoamerican Conference and
4th Indo-American Conference, {KGSWC} 2023, Zaragoza, Spain, November
13-15, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14382},
pages = {243--261},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-47745-4\_18},
doi = {10.1007/978-3-031-47745-4\_18},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kgswc/FranklinPEMMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/marble/GreenGWESB23,
author = {Aaron Green and
Michael P. Giannattasio and
Keran Wang and
John S. Erickson and
Oshani Seneviratne and
Kristin P. Bennett},
editor = {Panos M. Pardalos and
Ilias S. Kotsireas and
William J. Knottenbelt and
Stefanos Leonardos},
title = {Characterizing Common Quarterly Behaviors in DeFi Lending Protocols},
booktitle = {Mathematical Research for Blockchain Economy: 4th International Conference
{MARBLE} 2023, London, United Kingdom, July 11-13, 2023},
series = {Lecture Notes in Operations Research},
pages = {62--77},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-48731-6\_4},
doi = {10.1007/978-3-031-48731-6\_4},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/marble/GreenGWESB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShouBGSHB23,
author = {Xiao Shou and
Debarun Bhattacharjya and
Tian Gao and
Dharmashankar Subramanian and
Oktie Hassanzadeh and
Kristin P. Bennett},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Pairwise Causality Guided Transformers for Event Sequences},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/91b047c5f5bd41ef56bfaf4ad0bd19e3-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShouBGSHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-02272,
author = {Conor Flynn and
Kristin P. Bennett and
John S. Erickson and
Aaron M. Green and
Oshani Seneviratne},
title = {Enabling Cross-Language Data Integration and Scalable Analytics in
Decentralized Finance},
journal = {CoRR},
volume = {abs/2311.02272},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.02272},
doi = {10.48550/ARXIV.2311.02272},
eprinttype = {arXiv},
eprint = {2311.02272},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-02272.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/BhanotPGB22,
author = {Karan Bhanot and
Joseph Pedersen and
Isabelle Guyon and
Kristin P. Bennett},
title = {Investigating synthetic medical time-series resemblance},
journal = {Neurocomputing},
volume = {494},
pages = {368--378},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2022.04.097},
doi = {10.1016/J.NEUCOM.2022.04.097},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/BhanotPGB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/FranklinBGBMM22,
author = {Jade S. Franklin and
Karan Bhanot and
Mohamed F. Ghalwash and
Kristin P. Bennett and
Jamie P. McCusker and
Deborah L. McGuinness},
editor = {Vincent Conitzer and
John Tasioulas and
Matthias Scheutz and
Ryan Calo and
Martina Mara and
Annette Zimmermann},
title = {An Ontology for Fairness Metrics},
booktitle = {{AIES} '22: {AAAI/ACM} Conference on AI, Ethics, and Society, Oxford,
United Kingdom, May 19 - 21, 2021},
pages = {265--275},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3514094.3534137},
doi = {10.1145/3514094.3534137},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/FranklinBGBMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/BhanotBWZB22,
author = {Karan Bhanot and
Ioana Baldini and
Dennis Wei and
Jiaming Zeng and
Kristin P. Bennett},
title = {Evaluating Fairness of Synthetic Healthcare Data Models},
booktitle = {{AMIA} 2022, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 5-9, 2022},
publisher = {{AMIA}},
year = {2022},
url = {https://knowledge.amia.org/76677-amia-1.4637602/f008-1.4640715/f008-1.4640716/978-1.4641656/915-1.4641653},
timestamp = {Wed, 17 Apr 2024 11:46:45 +0200},
biburl = {https://dblp.org/rec/conf/amia/BhanotBWZB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/MavroudeasNKBM22,
author = {Georgios Mavroudeas and
Nafis Neehal and
Jason Nicholas Kuruzovich and
Kristin P. Bennett and
Malik Magdon{-}Ismail},
editor = {Donald A. Adjeroh and
Qi Long and
Xinghua Mindy Shi and
Fei Guo and
Xiaohua Hu and
Srinivas Aluru and
Giri Narasimhan and
Jianxin Wang and
Mingon Kang and
Ananda Mondal and
Jin Liu},
title = {Subpopulation Analysis in Causal Inference: {A} Healthcare Case Study},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2022, Las Vegas, NV, USA, December 6-8, 2022},
pages = {1673--1676},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BIBM55620.2022.9995265},
doi = {10.1109/BIBM55620.2022.9995265},
timestamp = {Thu, 12 Jan 2023 09:26:28 +0100},
biburl = {https://dblp.org/rec/conf/bibm/MavroudeasNKBM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/MavroudeasMSB22,
author = {Georgios Mavroudeas and
Malik Magdon{-}Ismail and
Xiao Shou and
Kristin P. Bennett},
editor = {Peipei Li and
Kui Yu and
Nitesh V. Chawla and
Ronen Feldman and
Qing Li and
Xindong Wu},
title = {HMM-Boost: Improved Time Series State Prediction Via Supervised Hidden
Markov Models: Case Studies in Epileptic Seizure and Complex Care
Management},
booktitle = {{IEEE} International Conference on Knowledge Graph, {ICKG} 2022, Orlando,
FL, USA, November 30 - Dec. 1, 2022},
pages = {180--187},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICKG55886.2022.00030},
doi = {10.1109/ICKG55886.2022.00030},
timestamp = {Thu, 23 Feb 2023 14:32:02 +0100},
biburl = {https://dblp.org/rec/conf/icbk/MavroudeasMSB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MavroudeasMSB22,
author = {Georgios Mavroudeas and
Malik Magdon{-}Ismail and
Xiao Shou and
Kristin P. Bennett},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {HMM-Boost: Improved Time Series State Prediction Via Supervised Hidden
Markov Models: Case Studies in Epileptic Seizure and Complex Care
Management},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {316--323},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00050},
doi = {10.1109/ICDMW58026.2022.00050},
timestamp = {Wed, 15 Feb 2023 22:08:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MavroudeasMSB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/marble/GreenCESB22,
author = {Aaron M. Green and
Christopher Cammilleri and
John S. Erickson and
Oshani Seneviratne and
Kristin P. Bennett},
editor = {Panos M. Pardalos and
Ilias S. Kotsireas and
Yike Guo and
William J. Knottenbelt},
title = {DeFi Survival Analysis: Insights into Risks and User Behaviors},
booktitle = {3rd International Conference on Mathematical Research for Blockchain
Economy, {MARBLE} 2022, Vilamoura, Portugal, July 12-14, 2022},
series = {Lecture Notes in Operations Research},
pages = {127--141},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18679-0\_8},
doi = {10.1007/978-3-031-18679-0\_8},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/marble/GreenCESB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/websci/SandersREB22,
author = {Abraham Sanders and
Debjani Ray{-}Majumder and
John S. Erickson and
Kristin P. Bennett},
title = {Should we tweet this? Generative response modeling for predicting
reception of public health messaging on Twitter},
booktitle = {WebSci '22: 14th {ACM} Web Science Conference 2022, Barcelona, Spain,
June 26 - 29, 2022},
pages = {307--318},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501247.3531574},
doi = {10.1145/3501247.3531574},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/websci/SandersREB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-04462,
author = {Karan Bhanot and
Ioana Baldini and
Dennis Wei and
Jiaming Zeng and
Kristin P. Bennett},
title = {Downstream Fairness Caveats with Synthetic Healthcare Data},
journal = {CoRR},
volume = {abs/2203.04462},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.04462},
doi = {10.48550/ARXIV.2203.04462},
eprinttype = {arXiv},
eprint = {2203.04462},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-04462.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-04353,
author = {Abraham Sanders and
Debjani Ray{-}Majumder and
John S. Erickson and
Kristin P. Bennett},
title = {Should we tweet this? Generative response modeling for predicting
reception of public health messaging on Twitter},
journal = {CoRR},
volume = {abs/2204.04353},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.04353},
doi = {10.48550/ARXIV.2204.04353},
eprinttype = {arXiv},
eprint = {2204.04353},
timestamp = {Wed, 13 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-04353.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/SantosBH21,
author = {Hannah De Los Santos and
Kristin P. Bennett and
Jennifer M. Hurley},
title = {{MOSAIC:} a joint modeling methodology for combined circadian and
non-circadian analysis of multi-omics data},
journal = {Bioinform.},
volume = {37},
number = {6},
pages = {767--774},
year = {2021},
url = {https://doi.org/10.1093/bioinformatics/btaa877},
doi = {10.1093/BIOINFORMATICS/BTAA877},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/SantosBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/BhanotQEGB21,
author = {Karan Bhanot and
Miao Qi and
John S. Erickson and
Isabelle Guyon and
Kristin P. Bennett},
title = {The Problem of Fairness in Synthetic Healthcare Data},
journal = {Entropy},
volume = {23},
number = {9},
pages = {1165},
year = {2021},
url = {https://doi.org/10.3390/e23091165},
doi = {10.3390/E23091165},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/BhanotQEGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/QiDB21,
author = {Miao Qi and
Amar K. Das and
Kristin P. Bennett},
title = {Planning Equitable Clinical Trial Enrollment using Integer Programming},
booktitle = {{AMIA} 2021, American Medical Informatics Association Annual Symposium,
San Diego, CA, USA, October 30, 2021 - November 3, 2021},
publisher = {{AMIA}},
year = {2021},
url = {https://knowledge.amia.org/74229-amia-1.4622266/t004-1.4626008/t004-1.4626009/3577392-1.4626163/3576796-1.4626160},
timestamp = {Wed, 17 Apr 2024 11:46:53 +0200},
biburl = {https://dblp.org/rec/conf/amia/QiDB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/DebopadhayaEB21,
author = {Shayom Debopadhaya and
John S. Erickson and
Kristin P. Bennett},
editor = {Hongmei Jiang and
Xiuzhen Huang and
Jiajie Zhang},
title = {Temporal analysis of social determinants associated with {COVID-19}
mortality},
booktitle = {{BCB} '21: 12th {ACM} International Conference on Bioinformatics,
Computational Biology and Health Informatics, Gainesville, Florida,
USA, August 1-4, 2021},
pages = {41:1--41:10},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459930.3469535},
doi = {10.1145/3459930.3469535},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bcb/DebopadhayaEB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/ShouGSB21,
author = {Xiao Shou and
Tian Gao and
Dharmashankar Subramanian and
Kristin P. Bennett},
editor = {Hongmei Jiang and
Xiuzhen Huang and
Jiajie Zhang},
title = {Match2: hybrid self-organizing map and deep learning strategies for
treatment effect estimation},
booktitle = {{BCB} '21: 12th {ACM} International Conference on Bioinformatics,
Computational Biology and Health Informatics, Gainesville, Florida,
USA, August 1-4, 2021},
pages = {46:1--46:10},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459930.3469532},
doi = {10.1145/3459930.3469532},
timestamp = {Wed, 04 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bcb/ShouGSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/MavroudeasNSMKB21,
author = {Georgios Mavroudeas and
Nafis Neehal and
Xiao Shou and
Malik Magdon{-}Ismail and
Jason Nicholas Kuruzovich and
Kristin P. Bennett},
editor = {Yufei Huang and
Lukasz A. Kurgan and
Feng Luo and
Xiaohua Hu and
Yidong Chen and
Edward R. Dougherty and
Andrzej Kloczkowski and
Yaohang Li},
title = {Predictive Modeling for Complex Care Management},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2021, Houston, TX, USA, December 9-12, 2021},
pages = {1443--1448},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BIBM52615.2021.9669714},
doi = {10.1109/BIBM52615.2021.9669714},
timestamp = {Tue, 18 Jan 2022 09:39:01 +0100},
biburl = {https://dblp.org/rec/conf/bibm/MavroudeasNSMKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BhanotDPGB21,
author = {Karan Bhanot and
Saloni Dash and
Joseph Pedersen and
Isabelle Guyon and
Kristin P. Bennett},
title = {Quantifying Resemblance of Synthetic Medical Time-Series},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-108},
doi = {10.14428/ESANN/2021.ES2021-108},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BhanotDPGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GaoSBSMB21,
author = {Tian Gao and
Dharmashankar Subramanian and
Debarun Bhattacharjya and
Xiao Shou and
Nicholas Mattei and
Kristin P. Bennett},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Causal Inference for Event Pairs in Multivariate Point Processes},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {17311--17324},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/9078f2a8254704bd760460f027072e52-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/GaoSBSMB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/SantosCMSJBH20,
author = {Hannah De Los Santos and
Emily J. Collins and
Catherine Mann and
April W. Sagan and
Meaghan S. Jankowski and
Kristin P. Bennett and
Jennifer M. Hurley},
title = {{ECHO:} an application for detection and analysis of oscillators identifies
metabolic regulation on genome-wide circadian output},
journal = {Bioinform.},
volume = {36},
number = {3},
pages = {773--781},
year = {2020},
url = {https://doi.org/10.1093/bioinformatics/btz617},
doi = {10.1093/BIOINFORMATICS/BTZ617},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/SantosCMSJBH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/YaleDDGPB20,
author = {Andrew Yale and
Saloni Dash and
Ritik Dutta and
Isabelle Guyon and
Adrien Pavao and
Kristin P. Bennett},
title = {Generation and evaluation of privacy preserving synthetic health data},
journal = {Neurocomputing},
volume = {416},
pages = {244--255},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2019.12.136},
doi = {10.1016/J.NEUCOM.2019.12.136},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/YaleDDGPB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/NewB20,
author = {Alexander New and
Kristin P. Bennett},
title = {A Precision Environment-Wide Association Study of Hypertension via
Supervised Cadre Models},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {24},
number = {3},
pages = {916--925},
year = {2020},
url = {https://doi.org/10.1109/JBHI.2019.2918070},
doi = {10.1109/JBHI.2019.2918070},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/NewB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/DashYGB20,
author = {Saloni Dash and
Andrew Yale and
Isabelle Guyon and
Kristin P. Bennett},
editor = {Martin Michalowski and
Robert Moskovitch},
title = {Medical Time-Series Data Generation Using Generative Adversarial Networks},
booktitle = {Artificial Intelligence in Medicine - 18th International Conference
on Artificial Intelligence in Medicine, {AIME} 2020, Minneapolis,
MN, USA, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12299},
pages = {382--391},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59137-3\_34},
doi = {10.1007/978-3-030-59137-3\_34},
timestamp = {Wed, 16 Mar 2022 23:56:04 +0100},
biburl = {https://dblp.org/rec/conf/aime/DashYGB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/BennettNBE20,
author = {Kristin P. Bennett and
Lilian M. Ngweta and
Karan Bhanot and
John S. Erickson},
title = {MortalityMinder: {A} Web Tool for Visualizing and Investigating Social
Determinants of Premature Mortality in the United States},
booktitle = {{AMIA} 2020, American Medical Informatics Association Annual Symposium,
Virtual Event, USA, November 14-18, 2020},
publisher = {{AMIA}},
year = {2020},
url = {https://knowledge.amia.org/72332-amia-1.4602255/t006-1.4604857/t006-1.4604858/3416789-1.4604901/3411071-1.4604898},
timestamp = {Wed, 17 Apr 2024 11:47:01 +0200},
biburl = {https://dblp.org/rec/conf/amia/BennettNBE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/QiCFGDB20,
author = {Miao Qi and
Owen Cahan and
Morgan Foreman and
Daniel M. Gruen and
Amar K. Das and
Kristin P. Bennett},
title = {Visualizing Inequities in Clinical Trials using {ML} Fairness Metrics},
booktitle = {{AMIA} 2020, American Medical Informatics Association Annual Symposium,
Virtual Event, USA, November 14-18, 2020},
publisher = {{AMIA}},
year = {2020},
url = {https://knowledge.amia.org/72332-amia-1.4602255/t004-1.4605866/t004-1.4605867/3414352-1.4605976/3413714-1.4605973},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/QiCFGDB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bis/YaleDBGEB20,
author = {Andrew Yale and
Saloni Dash and
Karan Bhanot and
Isabelle Guyon and
John S. Erickson and
Kristin P. Bennett},
editor = {Witold Abramowicz and
Gary Klein},
title = {Synthesizing Quality Open Data Assets from Private Health Research
Studies},
booktitle = {Business Information Systems Workshops - {BIS} 2020 International
Workshops, Colorado Springs, CO, USA, June 8-10, 2020, Revised Selected
Papers},
series = {Lecture Notes in Business Information Processing},
volume = {394},
pages = {324--335},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61146-0\_26},
doi = {10.1007/978-3-030-61146-0\_26},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bis/YaleDBGEB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Seijo-PardoABBJ19,
author = {Borja Seijo{-}Pardo and
Amparo Alonso{-}Betanzos and
Kristin P. Bennett and
Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Julie Josse and
Mehreen Saeed and
Isabelle Guyon},
title = {Biases in feature selection with missing data},
journal = {Neurocomputing},
volume = {342},
pages = {97--112},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2018.10.085},
doi = {10.1016/J.NEUCOM.2018.10.085},
timestamp = {Thu, 19 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/Seijo-PardoABBJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aidr/NewCQREMB19,
author = {Alexander New and
Shruthi Chari and
Miao Qi and
Sabbir M. Rashid and
John S. Erickson and
Deborah L. McGuinness and
Kristin P. Bennett},
editor = {Huajin Wang and
Keith Webster},
title = {Semantically-targeted analytics for reproducible scientific discovery},
booktitle = {Proceedings of the Conference on Artificial Intelligence for Data
Discovery and Reuse, {AIDR} 2019, Pittsburgh, PA, USA, May 13-15,
2019},
pages = {2:1--2:4},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3359115.3359118},
doi = {10.1145/3359115.3359118},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aidr/NewCQREMB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aidr/YaleDDGPB19,
author = {Andrew Yale and
Saloni Dash and
Ritik Dutta and
Isabelle Guyon and
Adrien Pavao and
Kristin P. Bennett},
editor = {Huajin Wang and
Keith Webster},
title = {Assessing privacy and quality of synthetic health data},
booktitle = {Proceedings of the Conference on Artificial Intelligence for Data
Discovery and Reuse, {AIDR} 2019, Pittsburgh, PA, USA, May 13-15,
2019},
pages = {8:1--8:4},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3359115.3359124},
doi = {10.1145/3359115.3359124},
timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aidr/YaleDDGPB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/SantosBH19,
author = {Hannah De Los Santos and
Kristin P. Bennett and
Jennifer M. Hurley},
editor = {Xinghua Mindy Shi and
Michael Buck and
Jian Ma and
Pierangelo Veltri},
title = {{ENCORE:} {A} Visualization Tool for Insight into Circadian Omics},
booktitle = {Proceedings of the 10th {ACM} International Conference on Bioinformatics,
Computational Biology and Health Informatics, {BCB} 2019, Niagara
Falls, NY, USA, September 7-10, 2019},
pages = {5--14},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3307339.3342137},
doi = {10.1145/3307339.3342137},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bcb/SantosBH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/Bennett19,
author = {Kristin P. Bennett},
editor = {Illhoi Yoo and
Jinbo Bi and
Xiaohua Hu},
title = {Artificial Intelligence for Public Health},
booktitle = {2019 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2019, San Diego, CA, USA, November 18-21, 2019},
pages = {1--2},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BIBM47256.2019.8983112},
doi = {10.1109/BIBM47256.2019.8983112},
timestamp = {Fri, 09 Apr 2021 17:11:15 +0200},
biburl = {https://dblp.org/rec/conf/bibm/Bennett19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/ShouMNAKMB19,
author = {Xiao Shou and
Georgios Mavroudeas and
Alexander New and
Kofi Arhin and
Jason Nicholas Kuruzovich and
Malik Magdon{-}Ismail and
Kristin P. Bennett},
editor = {Illhoi Yoo and
Jinbo Bi and
Xiaohua Hu},
title = {Supervised Mixture Models for Population Health},
booktitle = {2019 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2019, San Diego, CA, USA, November 18-21, 2019},
pages = {1057--1064},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BIBM47256.2019.8983339},
doi = {10.1109/BIBM47256.2019.8983339},
timestamp = {Thu, 15 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bibm/ShouMNAKMB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/YaleDDGPB19,
author = {Andrew Yale and
Saloni Dash and
Ritik Dutta and
Isabelle Guyon and
Adrien Pavao and
Kristin P. Bennett},
title = {Privacy Preserving Synthetic Health Data},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-29.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/YaleDDGPB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semweb/ChariQASMBDM19a,
author = {Shruthi Chari and
Miao Qi and
Nkechinyere N. Agu and
Oshani Seneviratne and
Jamie P. McCusker and
Kristin P. Bennett and
Amar K. Das and
Deborah L. McGuinness},
editor = {Chiara Ghidini and
Olaf Hartig and
Maria Maleshkova and
Vojtech Sv{\'{a}}tek and
Isabel F. Cruz and
Aidan Hogan and
Jie Song and
Maxime Lefran{\c{c}}ois and
Fabien Gandon},
title = {Making Study Populations Visible Through Knowledge Graphs},
booktitle = {The Semantic Web - {ISWC} 2019 - 18th International Semantic Web Conference,
Auckland, New Zealand, October 26-30, 2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11779},
pages = {53--68},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30796-7\_4},
doi = {10.1007/978-3-030-30796-7\_4},
timestamp = {Wed, 16 Mar 2022 23:55:49 +0100},
biburl = {https://dblp.org/rec/conf/semweb/ChariQASMBDM19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semweb/ChariQASMBDM19,
author = {Shruthi Chari and
Miao Qi and
Nkechinyere N. Agu and
Oshani Seneviratne and
Jamie P. McCusker and
Kristin P. Bennett and
Amar K. Das and
Deborah L. McGuinness},
editor = {Mari Carmen Su{\'{a}}rez{-}Figueroa and
Gong Cheng and
Anna Lisa Gentile and
Christophe Gu{\'{e}}ret and
C. Maria Keet and
Abraham Bernstein},
title = {Ontology-enabled Analysis of Study Populations},
booktitle = {Proceedings of the {ISWC} 2019 Satellite Tracks (Posters {\&}
Demonstrations, Industry, and Outrageous Ideas) co-located with 18th
International Semantic Web Conference {(ISWC} 2019), Auckland, New
Zealand, October 26-30, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2456},
pages = {117--120},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2456/paper30.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:06 +0100},
biburl = {https://dblp.org/rec/conf/semweb/ChariQASMBDM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semweb/NewQCRSMEMB19,
author = {Alexander New and
Miao Qi and
Shruthi Chari and
Sabbir M. Rashid and
Oshani Seneviratne and
Jamie P. McCusker and
John S. Erickson and
Deborah L. McGuinness and
Kristin P. Bennett},
editor = {Sarven Capadisli and
Franck Cotton and
Armin Haller and
Krzysztof Janowicz and
Evangelos Kalampokis and
Maxime Lefran{\c{c}}ois and
Rapha{\"{e}}l Troncy},
title = {Automating Population Health Studies Through Semantics and Statistics},
booktitle = {Joint Proceedings of the International Workshops on Sensors and Actuators
on the Web, and Semantic Statistics co-located with 18th International
Semantic Web Conference {(ISWC} 2019)},
series = {{CEUR} Workshop Proceedings},
volume = {2549},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2549/article-05.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:08 +0100},
biburl = {https://dblp.org/rec/conf/semweb/NewQCRSMEMB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-04358,
author = {Shruthi Chari and
Miao Qi and
Nkechinyere N. Agu and
Oshani Seneviratne and
Jamie P. McCusker and
Kristin P. Bennett and
Amar K. Das and
Deborah L. McGuinness},
title = {Making Study Populations Visible through Knowledge Graphs},
journal = {CoRR},
volume = {abs/1907.04358},
year = {2019},
url = {http://arxiv.org/abs/1907.04358},
eprinttype = {arXiv},
eprint = {1907.04358},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-04358.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-06411,
author = {Saloni Dash and
Ritik Dutta and
Isabelle Guyon and
Adrien Pavao and
Andrew Yale and
Kristin P. Bennett},
title = {Synthetic Event Time Series Health Data Generation},
journal = {CoRR},
volume = {abs/1911.06411},
year = {2019},
url = {http://arxiv.org/abs/1911.06411},
eprinttype = {arXiv},
eprint = {1911.06411},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-06411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Seijo-PardoABBG18,
author = {Borja Seijo{-}Pardo and
Amparo Alonso{-}Betanzos and
Kristin P. Bennett and
Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Isabelle Guyon and
Julie Josse and
Mehreen Saeed},
title = {Analysis of imputation bias for feature selection with missing data},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-58.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Seijo-PardoABBG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/NewBB18,
author = {Alexander New and
Curt M. Breneman and
Kristin P. Bennett},
title = {Cadre Modeling: Simultaneously Discovering Subpopulations and Predictive
Models},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489618},
doi = {10.1109/IJCNN.2018.8489618},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/NewBB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semweb/McCuskerRABM18,
author = {Jamie P. McCusker and
Sabbir M. Rashid and
Nkechinyere Agu and
Kristin P. Bennett and
Deborah L. McGuinness},
editor = {Daniel Garijo and
Natalia Villanueva{-}Rosales and
Tobias Kuhn and
Tomi Kauppinen and
Michel Dumontier},
title = {Developing Scientific Knowledge Graphs Using Whyis},
booktitle = {Proceedings of the Second Workshop on Enabling Open Semantic Science
co-located with 17th International Semantic Web Conference, SemSci@ISWC
2018, Monterey, California, USA, October 8-12th, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2184},
pages = {52--58},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2184/paper-06.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:04 +0100},
biburl = {https://dblp.org/rec/conf/semweb/McCuskerRABM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semweb/McCuskerRABM18a,
author = {Jamie P. McCusker and
Sabbir M. Rashid and
Nkechinyere Agu and
Kristin P. Bennett and
Deborah L. McGuinness},
editor = {Marieke van Erp and
Medha Atre and
Vanessa L{\'{o}}pez and
Kavitha Srinivas and
Carolina Fortuna},
title = {The Whyis Knowledge Graph Framework in Action},
booktitle = {Proceedings of the {ISWC} 2018 Posters {\&} Demonstrations, Industry
and Blue Sky Ideas Tracks co-located with 17th International Semantic
Web Conference {(ISWC} 2018), Monterey, USA, October 8th - to - 12th,
2018},
series = {{CEUR} Workshop Proceedings},
volume = {2180},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2180/paper-40.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:03 +0100},
biburl = {https://dblp.org/rec/conf/semweb/McCuskerRABM18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semweb/SeneviratneRCMB18,
author = {Oshani Seneviratne and
Sabbir M. Rashid and
Shruthi Chari and
Jamie P. McCusker and
Kristin P. Bennett and
James A. Hendler and
Deborah L. McGuinness},
editor = {Denny Vrandecic and
Kalina Bontcheva and
Mari Carmen Su{\'{a}}rez{-}Figueroa and
Valentina Presutti and
Irene Celino and
Marta Sabou and
Lucie{-}Aim{\'{e}}e Kaffee and
Elena Simperl},
title = {Knowledge Integration for Disease Characterization: {A} Breast Cancer
Example},
booktitle = {The Semantic Web - {ISWC} 2018 - 17th International Semantic Web Conference,
Monterey, CA, USA, October 8-12, 2018, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11137},
pages = {223--238},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00668-6\_14},
doi = {10.1007/978-3-030-00668-6\_14},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/semweb/SeneviratneRCMB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semweb/SeneviratneRCMB18a,
author = {Oshani Seneviratne and
Sabbir M. Rashid and
Shruthi Chari and
Jamie P. McCusker and
Kristin P. Bennett and
Jim Hendler and
Deborah L. McGuinness},
editor = {Marieke van Erp and
Medha Atre and
Vanessa L{\'{o}}pez and
Kavitha Srinivas and
Carolina Fortuna},
title = {Ontology-enabled Breast Cancer Characterization},
booktitle = {Proceedings of the {ISWC} 2018 Posters {\&} Demonstrations, Industry
and Blue Sky Ideas Tracks co-located with 17th International Semantic
Web Conference {(ISWC} 2018), Monterey, USA, October 8th - to - 12th,
2018},
series = {{CEUR} Workshop Proceedings},
volume = {2180},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2180/paper-59.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/semweb/SeneviratneRCMB18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-02500,
author = {Alexander New and
Curt M. Breneman and
Kristin P. Bennett},
title = {Cadre Modeling: Simultaneously Discovering Subpopulations and Predictive
Models},
journal = {CoRR},
volume = {abs/1802.02500},
year = {2018},
url = {http://arxiv.org/abs/1802.02500},
eprinttype = {arXiv},
eprint = {1802.02500},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-02500.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-07991,
author = {Oshani Seneviratne and
Sabbir M. Rashid and
Shruthi Chari and
Jamie P. McCusker and
Kristin P. Bennett and
James A. Hendler and
Deborah L. McGuinness},
title = {Knowledge Integration for Disease Characterization: {A} Breast Cancer
Example},
journal = {CoRR},
volume = {abs/1807.07991},
year = {2018},
url = {http://arxiv.org/abs/1807.07991},
eprinttype = {arXiv},
eprint = {1807.07991},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-07991.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-03709,
author = {Andr{\'{e}}s Vargas and
Md. Ridwan Al Iqbal and
John S. Erickson and
Kristin P. Bennett},
title = {Grey-box Process Control Mining for Anomaly Monitoring and Deconstruction},
journal = {CoRR},
volume = {abs/1808.03709},
year = {2018},
url = {http://arxiv.org/abs/1808.03709},
eprinttype = {arXiv},
eprint = {1808.03709},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-03709.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-04880,
author = {Alexander New and
Kristin P. Bennett},
title = {A Precision Environment-Wide Association Study of Hypertension via
Supervised Cadre Models},
journal = {CoRR},
volume = {abs/1808.04880},
year = {2018},
url = {http://arxiv.org/abs/1808.04880},
eprinttype = {arXiv},
eprint = {1808.04880},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-04880.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-11190,
author = {Alexander New and
Sabbir M. Rashid and
John S. Erickson and
Deborah L. McGuinness and
Kristin P. Bennett},
title = {Semantically-aware population health risk analyses},
journal = {CoRR},
volume = {abs/1811.11190},
year = {2018},
url = {http://arxiv.org/abs/1811.11190},
eprinttype = {arXiv},
eprint = {1811.11190},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-11190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/SantosCHB17,
author = {Hannah De Los Santos and
Emily J. Collins and
Jennifer M. Hurley and
Kristin P. Bennett},
editor = {Nurit Haspel and
Lenore J. Cowen and
Amarda Shehu and
Tamer Kahveci and
Giuseppe Pozzi},
title = {Circadian Rhythms in \emph{Neurospora} Exhibit Biologically Relevant
Driven and Damped Harmonic Oscillations},
booktitle = {Proceedings of the 8th {ACM} International Conference on Bioinformatics,
Computational Biology, and Health Informatics, {BCB} 2017, Boston,
MA, USA, August 20-23, 2017},
pages = {455--463},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3107411.3107420},
doi = {10.1145/3107411.3107420},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bcb/SantosCHB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/ThiemeB16,
author = {Nick Thieme and
Kristin P. Bennett},
title = {Time to Reactivation of Latent Tuberculosis Infection Varies by Lineage},
booktitle = {Proceedings of the 7th {ACM} International Conference on Bioinformatics,
Computational Biology, and Health Informatics, {BCB} 2016, Seattle,
WA, USA, October 2-5, 2016},
pages = {493--494},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2975167.2985649},
doi = {10.1145/2975167.2985649},
timestamp = {Tue, 06 Nov 2018 16:59:10 +0100},
biburl = {https://dblp.org/rec/conf/bcb/ThiemeB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/ZhaoIBJ16,
author = {Rui Zhao and
Md. Ridwan Al Iqbal and
Kristin P. Bennett and
Qiang Ji},
title = {Wind turbine fault prediction using soft label {SVM}},
booktitle = {23rd International Conference on Pattern Recognition, {ICPR} 2016,
Canc{\'{u}}n, Mexico, December 4-8, 2016},
pages = {3192--3197},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICPR.2016.7900126},
doi = {10.1109/ICPR.2016.7900126},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/ZhaoIBJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipaw/EricksonSBM16,
author = {John S. Erickson and
John Sheehan and
Kristin P. Bennett and
Deborah L. McGuinness},
editor = {Marta Mattoso and
Boris Glavic},
title = {Addressing Scientific Rigor in Data Analytics Using Semantic Workflows},
booktitle = {Provenance and Annotation of Data and Processes - 6th International
Provenance and Annotation Workshop, {IPAW} 2016, McLean, VA, USA,
June 7-8, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9672},
pages = {187--190},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-40593-3\_18},
doi = {10.1007/978-3-319-40593-3\_18},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipaw/EricksonSBM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/RyanHB15,
author = {James Ryan and
James A. Hendler and
Kristin P. Bennett},
title = {Understanding Emergency Department 72-Hour Revisits Among Medicaid
Patients Using Electronic Healthcare Records},
journal = {Big Data},
volume = {3},
number = {4},
pages = {238--248},
year = {2015},
url = {https://doi.org/10.1089/big.2015.0038},
doi = {10.1089/BIG.2015.0038},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bigdata/RyanHB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GuyonBCEEHMRSSV15,
author = {Isabelle Guyon and
Kristin P. Bennett and
Gavin C. Cawley and
Hugo Jair Escalante and
Sergio Escalera and
Tin Kam Ho and
N{\'{u}}ria Maci{\`{a}} and
Bisakha Ray and
Mehreen Saeed and
Alexander R. Statnikov and
Evelyne Viegas},
title = {Design of the 2015 ChaLearn AutoML challenge},
booktitle = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015,
Killarney, Ireland, July 12-17, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IJCNN.2015.7280767},
doi = {10.1109/IJCNN.2015.7280767},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/GuyonBCEEHMRSSV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semweb/PattonBPSFBM15,
author = {Evan W. Patton and
Elisabeth Brown and
Matthew Poegel and
Hannah De Los Santos and
Chris Fasano and
Kristin P. Bennett and
Deborah L. McGuinness},
editor = {Sarven Capadisli and
Franck Cotton and
Armin Haller and
Evangelos Kalampokis and
Monica Scannapieco and
Rapha{\"{e}}l Troncy},
title = {SemNExT: {A} Framework for Semantically Integrating and Exploring
Numeric Analyses},
booktitle = {Proceedings of the 3rd International Workshop on Semantic Statistics
co-located with 14th International Semantic Web Conference, SemStats@ISWC
2015, Bethlehem, Pennsylvania, USA, October 11th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1551},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1551/article-04.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:07 +0100},
biburl = {https://dblp.org/rec/conf/semweb/PattonBPSFBM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/HuangZBBB13,
author = {Tao{-}wei Huang and
Jed Zaretzki and
Charles Bergeron and
Kristin P. Bennett and
Curt M. Breneman},
title = {DR-Predictor: Incorporating Flexible Docking with Specialized Electronic
Reactivity and Machine Learning Techniques to Predict CYP-Mediated
Sites of Metabolism},
journal = {J. Chem. Inf. Model.},
volume = {53},
number = {12},
pages = {3352--3366},
year = {2013},
url = {https://doi.org/10.1021/ci4004688},
doi = {10.1021/CI4004688},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/HuangZBBB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/ZaretzkiRBBOB12,
author = {Jed Zaretzki and
Patrik Rydberg and
Charles Bergeron and
Kristin P. Bennett and
Lars Olsen and
Curt M. Breneman},
title = {RS-Predictor Models Augmented with SMARTCyp Reactivities: Robust Metabolic
Regioselectivity Predictions for Nine {CYP} Isozymes},
journal = {J. Chem. Inf. Model.},
volume = {52},
number = {6},
pages = {1637--1659},
year = {2012},
url = {https://doi.org/10.1021/ci300009z},
doi = {10.1021/CI300009Z},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/ZaretzkiRBBOB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/BergeronMZBB12,
author = {Charles Bergeron and
Gregory M. Moore and
Jed Zaretzki and
Curt M. Breneman and
Kristin P. Bennett},
title = {Fast Bundle Algorithm for Multiple-Instance Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {34},
number = {6},
pages = {1068--1079},
year = {2012},
url = {https://doi.org/10.1109/TPAMI.2011.194},
doi = {10.1109/TPAMI.2011.194},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/BergeronMZBB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/HaoBBJS12,
author = {Peng Hao and
Xuegang Ban and
Kristin P. Bennett and
Qiang Ji and
Zhanbo Sun},
title = {Signal Timing Estimation Using Sample Intersection Travel Times},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {13},
number = {2},
pages = {792--804},
year = {2012},
url = {https://doi.org/10.1109/TITS.2012.2187895},
doi = {10.1109/TITS.2012.2187895},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/HaoBBJS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/ZaretzkiBRHBB11,
author = {Jed Zaretzki and
Charles Bergeron and
Patrik Rydberg and
Tao{-}wei Huang and
Kristin P. Bennett and
Curt M. Breneman},
title = {RS-Predictor: {A} New Tool for Predicting Sites of Cytochrome P450-Mediated
Metabolism Applied to {CYP} 3A4},
journal = {J. Chem. Inf. Model.},
volume = {51},
number = {7},
pages = {1667--1689},
year = {2011},
url = {https://doi.org/10.1021/ci2000488},
doi = {10.1021/CI2000488},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/ZaretzkiBRHBB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/BergeronMKBB11,
author = {Charles Bergeron and
Gregory M. Moore and
Michael P. Krein and
Curt M. Breneman and
Kristin P. Bennett},
title = {Exploiting Domain Knowledge for Improved Quantitative High-Throughput
Screening Curve Fitting},
journal = {J. Chem. Inf. Model.},
volume = {51},
number = {11},
pages = {2808--2820},
year = {2011},
url = {https://doi.org/10.1021/ci200210d},
doi = {10.1021/CI200210D},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/BergeronMKBB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MooreBB11,
author = {Gregory M. Moore and
Charles Bergeron and
Kristin P. Bennett},
title = {Model selection for primal {SVM}},
journal = {Mach. Learn.},
volume = {85},
number = {1-2},
pages = {175--208},
year = {2011},
url = {https://doi.org/10.1007/s10994-011-5246-7},
doi = {10.1007/S10994-011-5246-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MooreBB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/AminianSHOVB11,
author = {Minoo Aminian and
Amina Shabbeer and
Kane Hadley and
Cagri Ozcaglar and
Scott L. Vandenberg and
Kristin P. Bennett},
editor = {Robert Grossman and
Andrey Rzhetsky and
Sun Kim and
Wei Wang},
title = {Knowledge-based Bayesian network for the classification of \emph{Mycobacterium
tuberculosis} complex sublineages},
booktitle = {{ACM} International Conference on Bioinformatics, Computational Biology
and Biomedicine, BCB' 11, Chicago, IL, {USA} - July 31 - August 03,
2011},
pages = {201--208},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2147805.2147827},
doi = {10.1145/2147805.2147827},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bcb/AminianSHOVB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/OzcaglarSKYB11,
author = {Cagri Ozcaglar and
Amina Shabbeer and
Natalia Kurepina and
B{\"{u}}lent Yener and
Kristin P. Bennett},
editor = {Fang{-}Xiang Wu and
Mohammed Javeed Zaki and
Shinichi Morishita and
Yi Pan and
Stephen Wong and
Anastasia Christianson and
Xiaohua Hu},
title = {Data-Driven Insights into Deletions of Mycobacterium tuberculosis
Complex Chromosomal {DR} Region Using Spoligoforests},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2011, Atlanta, GA, USA, November 12-15, , 2011},
pages = {75--82},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/BIBM.2011.64},
doi = {10.1109/BIBM.2011.64},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/OzcaglarSKYB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/BennettORRKCYS11,
author = {Kristin P. Bennett and
Cagri Ozcaglar and
Janani Ranganathan and
Srivatsan Raghavan and
Jacob Katz and
Dan Croft and
B{\"{u}}lent Yener and
Amina Shabbeer},
title = {Visualization of tuberculosis patient and Mycobacterium tuberculosis
complex genotype data via host-pathogen maps},
booktitle = {2011 {IEEE} International Conference on Bioinformatics and Biomedicine
Workshops, {BIBMW} 2011, Atlanta, GA, USA, November 12-15, 2011},
pages = {124--129},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/BIBMW.2011.6112364},
doi = {10.1109/BIBMW.2011.6112364},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/BennettORRKCYS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ldav/ShabbeerOYB11,
author = {Amina Shabbeer and
Cagri Ozcaglar and
B{\"{u}}lent Yener and
Kristin P. Bennett},
editor = {David H. Rogers and
Cl{\'{a}}udio T. Silva},
title = {Preserving proximity relations and minimizing edge-crossings in high
dimensional graph visualizations},
booktitle = {{IEEE} Symposium on Large Data Analysis and Visualization, {LDAV}
2011, Providence, Rhode Island, USA, 23-24 October, 2011},
pages = {131--132},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/LDAV.2011.6092334},
doi = {10.1109/LDAV.2011.6092334},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ldav/ShabbeerOYB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1108-5397,
author = {Charles Bergeron and
Theresa Hepburn and
C. Matthew Sundling and
Michael P. Krein and
William P. Katt and
Nagamani Sukumar and
Curt M. Breneman and
Kristin P. Bennett},
title = {Prediction of peptide bonding affinity: kernel methods for nonlinear
modeling},
journal = {CoRR},
volume = {abs/1108.5397},
year = {2011},
url = {http://arxiv.org/abs/1108.5397},
eprinttype = {arXiv},
eprint = {1108.5397},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1108-5397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/AminianSB10,
author = {Minoo Aminian and
Amina Shabbeer and
Kristin P. Bennett},
title = {A conformal Bayesian network for classification of \emph{Mycobacterium
tuberculosis} complex lineages},
journal = {{BMC} Bioinform.},
volume = {11},
number = {{S-3}},
pages = {4},
year = {2010},
url = {https://doi.org/10.1186/1471-2105-11-S3-S4},
doi = {10.1186/1471-2105-11-S3-S4},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/AminianSB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/OzcaglarSVYB10,
author = {Cagri Ozcaglar and
Amina Shabbeer and
Scott L. Vandenberg and
B{\"{u}}lent Yener and
Kristin P. Bennett},
editor = {Taesung Park and
Stephen Kwok{-}Wing Tsui and
Luonan Chen and
Michael K. Ng and
Limsoon Wong and
Xiaohua Hu},
title = {Examining the sublineage structure of Mycobacterium tuberculosis complex
strains with multiple-biomarker tensors},
booktitle = {2010 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2010, Hong Kong, China, December 18-21, 2010, Proceedings},
pages = {543--548},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/BIBM.2010.5706625},
doi = {10.1109/BIBM.2010.5706625},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/OzcaglarSVYB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KunapuliBSMS10,
author = {Gautam Kunapuli and
Kristin P. Bennett and
Amina Shabbeer and
Richard Maclin and
Jude W. Shavlik},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Online Knowledge-Based Support Vector Machines},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6322},
pages = {145--161},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15883-4\_10},
doi = {10.1007/978-3-642-15883-4\_10},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KunapuliBSMS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/AminianSB09,
author = {Minoo Aminian and
Amina Shabbeer and
Kristin P. Bennett},
title = {Determination of Major Lineages of Mycobacterium tuberculosis Complex
Using Mycobacterial Interspersed Repetitive Units},
booktitle = {2009 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2009, Washington, DC, USA, November 1-4, 2009, Proceedings},
pages = {338--343},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/BIBM.2009.86},
doi = {10.1109/BIBM.2009.86},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/AminianSB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MooreBB09,
author = {Gregory M. Moore and
Charles Bergeron and
Kristin P. Bennett},
editor = {Y{\"{u}}cel Saygin and
Jeffrey Xu Yu and
Hillol Kargupta and
Wei Wang and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Nonsmooth Bilevel Programming for Hyperparameter Selection},
booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
pages = {374--381},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDMW.2009.74},
doi = {10.1109/ICDMW.2009.74},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MooreBB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcsb/YenerAABVP08,
author = {B{\"{u}}lent Yener and
Evrim Acar and
Phaedra Agius and
Kristin P. Bennett and
Scott L. Vandenberg and
George E. Plopper},
title = {Multiway modeling and analysis in stem cell systems biology},
journal = {{BMC} Syst. Biol.},
volume = {2},
pages = {63},
year = {2008},
url = {https://doi.org/10.1186/1752-0509-2-63},
doi = {10.1186/1752-0509-2-63},
timestamp = {Tue, 05 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcsb/YenerAABVP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SilverB08,
author = {Daniel L. Silver and
Kristin P. Bennett},
title = {Guest editor's introduction: special issue on inductive transfer learning},
journal = {Mach. Learn.},
volume = {73},
number = {3},
pages = {215--220},
year = {2008},
url = {https://doi.org/10.1007/s10994-008-5087-1},
doi = {10.1007/S10994-008-5087-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SilverB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/KunapuliBHP08,
author = {Gautam Kunapuli and
Kristin P. Bennett and
Jing Hu and
Jong{-}Shi Pang},
title = {Classification model selection via bilevel programming},
journal = {Optim. Methods Softw.},
volume = {23},
number = {4},
pages = {475--489},
year = {2008},
url = {https://doi.org/10.1080/10556780802102586},
doi = {10.1080/10556780802102586},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/oms/KunapuliBHP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/HuMPBK08,
author = {Jing Hu and
John E. Mitchell and
Jong{-}Shi Pang and
Kristin P. Bennett and
Gautam Kunapuli},
title = {On the Global Solution of Linear Programs with Linear Complementarity
Constraints},
journal = {{SIAM} J. Optim.},
volume = {19},
number = {1},
pages = {445--471},
year = {2008},
url = {https://doi.org/10.1137/07068463x},
doi = {10.1137/07068463X},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/HuMPBK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BergeronZBB08,
author = {Charles Bergeron and
Jed Zaretzki and
Curt M. Breneman and
Kristin P. Bennett},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Multiple instance ranking},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {48--55},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390163},
doi = {10.1145/1390156.1390163},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BergeronZBB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcci/BennettKHP08,
author = {Kristin P. Bennett and
Gautam Kunapuli and
Jing Hu and
Jong{-}Shi Pang},
editor = {Jacek M. Zurada and
Gary G. Yen and
Jun Wang},
title = {Bilevel Optimization and Machine Learning},
booktitle = {Computational Intelligence: Research Frontiers, {IEEE} World Congress
on Computational Intelligence, {WCCI} 2008, Hong Kong, China, June
1-6, 2008, Plenary/Invited Lectures},
series = {Lecture Notes in Computer Science},
volume = {5050},
pages = {25--47},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-68860-0\_2},
doi = {10.1007/978-3-540-68860-0\_2},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/wcci/BennettKHP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/AgiusKNB07,
author = {Phaedra Agius and
Barry Kreiswirth and
Steve Naidich and
Kristin P. Bennett},
title = {Typing Staphylococcus aureus Using the spa Gene and Novel Distance
Measures},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {4},
number = {4},
pages = {693--704},
year = {2007},
url = {https://doi.org/10.1109/tcbb.2007.1053},
doi = {10.1109/TCBB.2007.1053},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/AgiusKNB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BayardoBDGG07,
author = {Roberto J. Bayardo and
Kristin P. Bennett and
Gautam Das and
Dimitrios Gunopulos and
Johannes Gunopulos},
title = {Introduction to special issue {ACM} {SIGKDD} 2006},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {1},
number = {3},
pages = {9},
year = {2007},
url = {https://doi.org/10.1145/1297332.1297333},
doi = {10.1145/1297332.1297333},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/BayardoBDGG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BennettP06,
author = {Kristin P. Bennett and
Emilio Parrado{-}Hern{\'{a}}ndez},
title = {The Interplay of Optimization and Machine Learning Research},
journal = {J. Mach. Learn. Res.},
volume = {7},
pages = {1265--1281},
year = {2006},
url = {http://jmlr.org/papers/v7/MLOPT-intro06a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BennettP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/ZhuJB06,
author = {Zhiwei Zhu and
Qiang Ji and
Kristin P. Bennett},
title = {Nonlinear Eye Gaze Mapping Function Estimation via Support Vector
Regression},
booktitle = {18th International Conference on Pattern Recognition {(ICPR} 2006),
20-24 August 2006, Hong Kong, China},
pages = {1132--1135},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICPR.2006.864},
doi = {10.1109/ICPR.2006.864},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/ZhuJB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BennettHJKP06,
author = {Kristin P. Bennett and
Jing Hu and
Xiaoyun Ji and
Gautam Kunapuli and
Jong{-}Shi Pang},
title = {Model Selection via Bilevel Optimization},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {1922--1929},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.246935},
doi = {10.1109/IJCNN.2006.246935},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/BennettHJKP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/06/MommaB06,
author = {Michinari Momma and
Kristin P. Bennett},
editor = {Isabelle Guyon and
Masoud Nikravesh and
Steve R. Gunn and
Lotfi A. Zadeh},
title = {Constructing Orthogonal Latent Features for Arbitrary Loss},
booktitle = {Feature Extraction - Foundations and Applications},
series = {Studies in Fuzziness and Soft Computing},
volume = {207},
pages = {551--583},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-35488-8\_29},
doi = {10.1007/978-3-540-35488-8\_29},
timestamp = {Fri, 26 Jul 2019 12:50:23 +0200},
biburl = {https://dblp.org/rec/books/sp/06/MommaB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/Bennett05,
author = {Kristin P. Bennett},
title = {Support Vector Machines and Other Kernel Methods},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2005,
Reno, Nevada, USA, May 22-25, 2005},
pages = {2},
publisher = {{IEEE}},
year = {2005},
url = {https://ieeexplore.ieee.org/document/1452356/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/Bennett05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MalipatilHAB05,
author = {Amaresh V. Malipatil and
Yih{-}Fang Huang and
Srinivas Andra and
Kristin P. Bennett},
title = {Kernelized set-membership approach to nonlinear adaptive filtering},
booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
2005},
pages = {149--152},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICASSP.2005.1415967},
doi = {10.1109/ICASSP.2005.1415967},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MalipatilHAB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2005,
editor = {Robert Grossman and
Roberto J. Bayardo and
Kristin P. Bennett},
title = {Proceedings of the Eleventh {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Chicago, Illinois, USA, August
21-24, 2005},
publisher = {{ACM}},
year = {2005},
isbn = {1-59593-135-X},
timestamp = {Mon, 28 Apr 2008 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FukunariBM04,
author = {Miki Fukunari and
Kristin P. Bennett and
Charles J. Malmborg},
editor = {Mehmed M. Kantardzic and
Mariofanna G. Milanova and
Olfa Nasraoui},
title = {Decision-tree learning in dwell point policies in autonomous vehicle
storage and retrieval systems {(AVSRS)}},
booktitle = {Proceedings of the 2004 International Conference on Machine Learning
and Applications - {ICMLA} 2004, 16-18 December 2004, Louisville,
KY, {USA}},
pages = {81--84},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICMLA.2004.1383497},
doi = {10.1109/ICMLA.2004.1383497},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/icmla/FukunariBM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BiZB04,
author = {Jinbo Bi and
Tong Zhang and
Kristin P. Bennett},
editor = {Won Kim and
Ron Kohavi and
Johannes Gehrke and
William DuMouchel},
title = {Column-generation boosting methods for mixture of kernels},
booktitle = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
22-25, 2004},
pages = {521--526},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1014052.1014113},
doi = {10.1145/1014052.1014113},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BiZB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/BiB03,
author = {Jinbo Bi and
Kristin P. Bennett},
title = {A geometric approach to support vector regression},
journal = {Neurocomputing},
volume = {55},
number = {1-2},
pages = {79--108},
year = {2003},
url = {https://doi.org/10.1016/S0925-2312(03)00380-1},
doi = {10.1016/S0925-2312(03)00380-1},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/BiB03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BiBEBS03,
author = {Jinbo Bi and
Kristin P. Bennett and
Mark J. Embrechts and
Curt M. Breneman and
Minghu Song},
title = {Dimensionality Reduction via Sparse Support Vector Machines},
journal = {J. Mach. Learn. Res.},
volume = {3},
pages = {1229--1243},
year = {2003},
url = {http://jmlr.org/papers/v3/bi03a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BiBEBS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MommaB03,
author = {Michinari Momma and
Kristin P. Bennett},
editor = {Bernhard Sch{\"{o}}lkopf and
Manfred K. Warmuth},
title = {Sparse Kernel Partial Least Squares Regression},
booktitle = {Computational Learning Theory and Kernel Machines, 16th Annual Conference
on Computational Learning Theory and 7th Kernel Workshop, COLT/Kernel
2003, Washington, DC, USA, August 24-27, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2777},
pages = {216--230},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45167-9\_17},
doi = {10.1007/978-3-540-45167-9\_17},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/MommaB03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BiB03,
author = {Jinbo Bi and
Kristin P. Bennett},
editor = {Tom Fawcett and
Nina Mishra},
title = {Regression Error Characteristic Curves},
booktitle = {Machine Learning, Proceedings of the Twentieth International Conference
{(ICML} 2003), August 21-24, 2003, Washington, DC, {USA}},
pages = {43--50},
publisher = {{AAAI} Press},
year = {2003},
url = {http://www.aaai.org/Library/ICML/2003/icml03-009.php},
timestamp = {Thu, 13 Dec 2012 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BiB03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/SongBBSBCT02,
author = {Minghu Song and
Curt M. Breneman and
Jinbo Bi and
Nagamani Sukumar and
Kristin P. Bennett and
Steven M. Cramer and
Nihal Tugcu},
title = {Prediction of Protein Retention Times in Anion-Exchange Chromatography
Systems Using Support Vector Regression},
journal = {J. Chem. Inf. Comput. Sci.},
volume = {42},
number = {6},
pages = {1347--1357},
year = {2002},
url = {https://doi.org/10.1021/ci025580t},
doi = {10.1021/CI025580T},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/SongBBSBCT02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DemirizBS02,
author = {Ayhan Demiriz and
Kristin P. Bennett and
John Shawe{-}Taylor},
title = {Linear Programming Boosting via Column Generation},
journal = {Mach. Learn.},
volume = {46},
number = {1-3},
pages = {225--254},
year = {2002},
url = {https://doi.org/10.1023/A:1012470815092},
doi = {10.1023/A:1012470815092},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DemirizBS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RatschDB02,
author = {Gunnar R{\"{a}}tsch and
Ayhan Demiriz and
Kristin P. Bennett},
title = {Sparse Regression Ensembles in Infinite and Finite Hypothesis Spaces},
journal = {Mach. Learn.},
volume = {48},
number = {1-3},
pages = {189--218},
year = {2002},
url = {https://doi.org/10.1023/A:1013907905629},
doi = {10.1023/A:1013907905629},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/RatschDB02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BennettME02,
author = {Kristin P. Bennett and
Michinari Momma and
Mark J. Embrechts},
title = {{MARK:} a boosting algorithm for heterogeneous kernel models},
booktitle = {Proceedings of the Eighth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton,
Alberta, Canada},
pages = {24--31},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/775047.775051},
doi = {10.1145/775047.775051},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BennettME02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BennettDM02,
author = {Kristin P. Bennett and
Ayhan Demiriz and
Richard Maclin},
title = {Exploiting unlabeled data in ensemble methods},
booktitle = {Proceedings of the Eighth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton,
Alberta, Canada},
pages = {289--296},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/775047.775090},
doi = {10.1145/775047.775090},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BennettDM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MommaB02,
author = {Michinari Momma and
Kristin P. Bennett},
editor = {Robert L. Grossman and
Jiawei Han and
Vipin Kumar and
Heikki Mannila and
Rajeev Motwani},
title = {A Pattern Search Method for Model Selection of Support Vector Regression},
booktitle = {Proceedings of the Second {SIAM} International Conference on Data
Mining, Arlington, VA, USA, April 11-13, 2002},
pages = {261--274},
publisher = {{SIAM}},
year = {2002},
url = {https://doi.org/10.1137/1.9781611972726.16},
doi = {10.1137/1.9781611972726.16},
timestamp = {Fri, 29 Apr 2022 17:40:49 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MommaB02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BiB01,
author = {Jinbo Bi and
Kristin P. Bennett},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {Duality, Geometry, and Support Vector Regression},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {593--600},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/f6e794a75c5d51de081dbefa224304f9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BiB01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BennettCSW00,
author = {Kristin P. Bennett and
Nello Cristianini and
John Shawe{-}Taylor and
Donghui Wu},
title = {Enlarging the Margins in Perceptron Decision Trees},
journal = {Mach. Learn.},
volume = {41},
number = {3},
pages = {295--313},
year = {2000},
url = {https://doi.org/10.1023/A:1007600130808},
doi = {10.1023/A:1007600130808},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BennettCSW00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/BennettC00,
author = {Kristin P. Bennett and
Colin Campbell},
title = {Support Vector Machines: Hype or Hallelujah?},
journal = {{SIGKDD} Explor.},
volume = {2},
number = {2},
pages = {1--13},
year = {2000},
url = {https://doi.org/10.1145/380995.380999},
doi = {10.1145/380995.380999},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/BennettC00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BennettB00,
author = {Kristin P. Bennett and
Erin J. Bredensteiner},
editor = {Pat Langley},
title = {Duality and Geometry in {SVM} Classifiers},
booktitle = {Proceedings of the Seventeenth International Conference on Machine
Learning {(ICML} 2000), Stanford University, Stanford, CA, USA, June
29 - July 2, 2000},
pages = {57--64},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Sun, 21 Feb 2010 20:54:50 +0100},
biburl = {https://dblp.org/rec/conf/icml/BennettB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BennetDS00,
author = {Kristin P. Bennett and
Ayhan Demiriz and
John Shawe{-}Taylor},
editor = {Pat Langley},
title = {A Column Generation Algorithm For Boosting},
booktitle = {Proceedings of the Seventeenth International Conference on Machine
Learning {(ICML} 2000), Stanford University, Stanford, CA, USA, June
29 - July 2, 2000},
pages = {65--72},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Fri, 20 Feb 2004 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BennetDS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CampbellB00,
author = {Colin Campbell and
Kristin P. Bennett},
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {A Linear Programming Approach to Novelty Detection},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
pages = {395--401},
publisher = {{MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/2000/hash/0e087ec55dcbe7b2d7992d6b69b519fb-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CampbellB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/coap/BredensteinerB99,
author = {Erin J. Bredensteiner and
Kristin P. Bennett},
title = {Multicategory Classification by Support Vector Machines},
journal = {Comput. Optim. Appl.},
volume = {12},
number = {1-3},
pages = {53--79},
year = {1999},
url = {https://doi.org/10.1023/A:1008663629662},
doi = {10.1023/A:1008663629662},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/coap/BredensteinerB99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuBCS99,
author = {Donghui Wu and
Kristin P. Bennett and
Nello Cristianini and
John Shawe{-}Taylor},
editor = {Ivan Bratko and
Saso Dzeroski},
title = {Large Margin Trees for Induction and Transduction},
booktitle = {Proceedings of the Sixteenth International Conference on Machine Learning
{(ICML} 1999), Bled, Slovenia, June 27 - 30, 1999},
pages = {474--483},
publisher = {Morgan Kaufmann},
year = {1999},
timestamp = {Tue, 03 Dec 2002 12:31:12 +0100},
biburl = {https://dblp.org/rec/conf/icml/WuBCS99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BennettWA99,
author = {Kristin P. Bennett and
Donghui Wu and
Leonardo Auslender},
title = {On support vector decision trees for database marketing},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {904--909},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.831073},
doi = {10.1109/IJCNN.1999.831073},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/BennettWA99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BennettFG99,
author = {Kristin P. Bennett and
Usama M. Fayyad and
Dan Geiger},
editor = {Usama M. Fayyad and
Surajit Chaudhuri and
David Madigan},
title = {Density-Based Indexing for Approximate Nearest-Neighbor Queries},
booktitle = {Proceedings of the Fifth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 15-18,
1999},
pages = {233--243},
publisher = {{ACM}},
year = {1999},
url = {https://doi.org/10.1145/312129.312236},
doi = {10.1145/312129.312236},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BennettFG99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/BlueB98,
author = {Jennifer A. Blue and
Kristin P. Bennett},
title = {Hybrid extreme point tabu search},
journal = {Eur. J. Oper. Res.},
volume = {106},
number = {2-3},
pages = {676--688},
year = {1998},
url = {https://doi.org/10.1016/S0377-2217(97)00297-X},
doi = {10.1016/S0377-2217(97)00297-X},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/BlueB98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BennettD98,
author = {Kristin P. Bennett and
Ayhan Demiriz},
editor = {Michael J. Kearns and
Sara A. Solla and
David A. Cohn},
title = {Semi-Supervised Support Vector Machines},
booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 5, 1998]},
pages = {368--374},
publisher = {The {MIT} Press},
year = {1998},
url = {http://papers.nips.cc/paper/1582-semi-supervised-support-vector-machines},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BennettD98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informs/BennettB97,
author = {Kristin P. Bennett and
Erin J. Bredensteiner},
title = {A Parametric Optimization Method for Machine Learning},
journal = {{INFORMS} J. Comput.},
volume = {9},
number = {3},
pages = {311--318},
year = {1997},
url = {https://doi.org/10.1287/ijoc.9.3.311},
doi = {10.1287/IJOC.9.3.311},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/informs/BennettB97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/BennettM94,
author = {Kristin P. Bennett and
Olvi L. Mangasarian},
title = {Serial and Parallel Multicategory Discrimination},
journal = {{SIAM} J. Optim.},
volume = {4},
number = {4},
pages = {722--734},
year = {1994},
url = {https://doi.org/10.1137/0804042},
doi = {10.1137/0804042},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/BennettM94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/coap/BennettM93,
author = {Kristin P. Bennett and
O. L. Mangasarian},
title = {Bilinear separation of two sets in\emph{n}-space},
journal = {Comput. Optim. Appl.},
volume = {2},
number = {3},
pages = {207--227},
year = {1993},
url = {https://doi.org/10.1007/BF01299449},
doi = {10.1007/BF01299449},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/coap/BennettM93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icga/BennettFI91,
author = {Kristin P. Bennett and
Michael C. Ferris and
Yannis E. Ioannidis},
editor = {Richard K. Belew and
Lashon B. Booker},
title = {A Genetic Algorithm for Database Query Optimization},
booktitle = {Proceedings of the 4th International Conference on Genetic Algorithms,
San Diego, CA, USA, July 1991},
pages = {400--407},
publisher = {Morgan Kaufmann},
year = {1991},
timestamp = {Wed, 04 Sep 2002 14:34:10 +0200},
biburl = {https://dblp.org/rec/conf/icga/BennettFI91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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