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ORCIDBibTeX records: Ryan J. Urbanowicz
@inproceedings{DBLP:conf/evoapps/BandheySKU24,
author = {Harsh Bandhey and
Sphia Sadek and
Malek Kamoun and
Ryan J. Urbanowicz},
editor = {Stephen L. Smith and
Jo{\~{a}}o Correia and
Christian Cintrano},
title = {Evolutionary Feature-Binning with Adaptive Burden Thresholding for
Biomedical Risk Stratification},
booktitle = {Applications of Evolutionary Computation - 27th European Conference,
EvoApplications 2024, Held as Part of EvoStar 2024, Aberystwyth, UK,
April 3-5, 2024, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14635},
pages = {225--239},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-56855-8\_14},
doi = {10.1007/978-3-031-56855-8\_14},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/evoapps/BandheySKU24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-10515,
author = {Moshe Sipper and
Jason H. Moore and
Ryan J. Urbanowicz},
title = {New Pathways in Coevolutionary Computation},
journal = {CoRR},
volume = {abs/2401.10515},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.10515},
doi = {10.48550/ARXIV.2401.10515},
eprinttype = {arXiv},
eprint = {2401.10515},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-10515.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-11167,
author = {Moshe Sipper and
Jason H. Moore and
Ryan J. Urbanowicz},
title = {Coevolving Artistic Images Using {OMNIREP}},
journal = {CoRR},
volume = {abs/2401.11167},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.11167},
doi = {10.48550/ARXIV.2401.11167},
eprinttype = {arXiv},
eprint = {2401.11167},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-11167.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/MeyerUMOLPBTWGM23,
author = {Jesse G. Meyer and
Ryan J. Urbanowicz and
Patrick C. N. Martin and
Karen O'Connor and
Ruowang Li and
Pei{-}Chen Peng and
Tiffani J. Bright and
Nicholas P. Tatonetti and
Kyoung{-}Jae Won and
Graciela Gonzalez{-}Hernandez and
Jason H. Moore},
title = {ChatGPT and large language models in academia: opportunities and challenges},
journal = {BioData Min.},
volume = {16},
number = {1},
year = {2023},
url = {https://doi.org/10.1186/s13040-023-00339-9},
doi = {10.1186/S13040-023-00339-9},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/MeyerUMOLPBTWGM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/DasarirajuGWMBKU23,
author = {Satvik Dasariraju and
Loren Gragert and
Grace L. Wager and
Keith McCullough and
Nicholas K. Brown and
Malek Kamoun and
Ryan J. Urbanowicz},
title = {{HLA} amino acid Mismatch-Based risk stratification of kidney allograft
failure using a novel Machine learning algorithm},
journal = {J. Biomed. Informatics},
volume = {142},
pages = {104374},
year = {2023},
url = {https://doi.org/10.1016/j.jbi.2023.104374},
doi = {10.1016/J.JBI.2023.104374},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/DasarirajuGWMBKU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jms/KohnHWUWASBGHK23,
author = {Rachel Kohn and
Michael O. Harhay and
Gary E. Weissman and
Ryan J. Urbanowicz and
Wei Wang and
George L. Anesi and
Stefania Scott and
Brian Bayes and
S. Ryan Greysen and
Scott D. Halpern and
Meeta Prasad Kerlin},
title = {A Data-Driven Analysis of Ward Capacity Strain Metrics That Predict
Clinical Outcomes Among Survivors of Acute Respiratory Failure},
journal = {J. Medical Syst.},
volume = {47},
number = {1},
pages = {83},
year = {2023},
url = {https://doi.org/10.1007/s10916-023-01978-5},
doi = {10.1007/S10916-023-01978-5},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jms/KohnHWUWASBGHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/SiddiqueBU23,
author = {Abubakar Siddique and
Will N. Browne and
Ryan J. Urbanowicz},
editor = {Sara Silva and
Lu{\'{\i}}s Paquete},
title = {Modern Applications of Evolutionary Rule-based Machine Learning},
booktitle = {Companion Proceedings of the Conference on Genetic and Evolutionary
Computation, {GECCO} 2023, Companion Volume, Lisbon, Portugal, July
15-19, 2023},
pages = {1301--1330},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583133.3595047},
doi = {10.1145/3583133.3595047},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/SiddiqueBU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/UrbanowiczBKFH23,
author = {Ryan J. Urbanowicz and
Harsh Bandhey and
Malek Kamoun and
Nolan Fogarty and
Yi{-}An Hsieh},
editor = {Sara Silva and
Lu{\'{\i}}s Paquete},
title = {Scikit-FIBERS: An 'OR'-Rule Discovery Evolutionary Algorithm for Risk
Stratification in Right-Censored Survival Analyses},
booktitle = {Companion Proceedings of the Conference on Genetic and Evolutionary
Computation, {GECCO} 2023, Companion Volume, Lisbon, Portugal, July
15-19, 2023},
pages = {1846--1854},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583133.3596393},
doi = {10.1145/3583133.3596393},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/UrbanowiczBKFH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/YangKDHGUM23,
author = {Audrey Yang and
Sam Kamien and
Anahita Davoudi and
Sy Hwang and
Meet Gandhi and
Ryan J. Urbanowicz and
Danielle L. Mowery},
editor = {Jen Bichel{-}Findlay and
Paula Otero and
Philip Scott and
Elaine Huesing},
title = {Relation Detection to Identify Stroke Assertions from Clinical Notes
Using Natural Language Processing},
booktitle = {{MEDINFO} 2023 - The Future Is Accessible - Proceedings of the 19th
World Congress on Medical and Health Informatics, Sydney, NSW, Australia,
8-12 July 2023},
series = {Studies in Health Technology and Informatics},
volume = {310},
pages = {619--623},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/SHTI231039},
doi = {10.3233/SHTI231039},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/YangKDHGUM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-05461,
author = {Ryan J. Urbanowicz and
Harsh Bandhey and
Brendan T. Keenan and
Greg Maislin and
Sy Hwang and
Danielle L. Mowery and
Shannon M. Lynch and
Diego R. Mazzotti and
Fang Han and
Qing Yun Li and
Thomas Penzel and
Sergio Tufik and
Lia Bittencourt and
Thorarinn Gislason and
Philip de Chazal and
Bhajan Singh and
Nigel McArdle and
Ning{-}Hung Chen and
Allan Pack and
Richard J. Schwab and
Peter A. Cistulli and
Ulysses J. Magalang},
title = {{STREAMLINE:} An Automated Machine Learning Pipeline for Biomedicine
Applied to Examine the Utility of Photography-Based Phenotypes for
{OSA} Prediction Across International Sleep Centers},
journal = {CoRR},
volume = {abs/2312.05461},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.05461},
doi = {10.48550/ARXIV.2312.05461},
eprinttype = {arXiv},
eprint = {2312.05461},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-05461.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/WoodwardTGMAMU22,
author = {Alexa A. Woodward and
Deanne M. Taylor and
Elizabeth Goldmuntz and
Laura E. Mitchell and
A. J. Agopian and
Jason H. Moore and
Ryan J. Urbanowicz},
title = {Gene-Interaction-Sensitive enrichment analysis in congenital heart
disease},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00287-w},
doi = {10.1186/S13040-022-00287-W},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/WoodwardTGMAMU22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/KennedyDHUFBM22,
author = {Erin E. Kennedy and
Anahita Davoudi and
Sy Hwang and
Ryan J. Urbanowicz and
Philip Freda and
Kathy Bowles and
Danielle L. Mowery},
title = {Identifying Barriers to Post-Acute Care Referral and Characterizing
Negative Patient Preferences Among Hospitalized Older Adults Using
Natural Language Processing},
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/f006-1.4642154/f006-1.4642155/868-1.4642363/612-1.4642360},
timestamp = {Wed, 08 Feb 2023 15:42:21 +0100},
biburl = {https://dblp.org/rec/conf/amia/KennedyDHUFBM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-12002,
author = {Ryan J. Urbanowicz and
Robert Zhang and
Yuhan Cui and
Pranshu Suri},
title = {{STREAMLINE:} {A} Simple, Transparent, End-To-End Automated Machine
Learning Pipeline Facilitating Data Analysis and Algorithm Comparison},
journal = {CoRR},
volume = {abs/2206.12002},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.12002},
doi = {10.48550/ARXIV.2206.12002},
eprinttype = {arXiv},
eprint = {2206.12002},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-12002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-12707,
author = {Moshe Sipper and
Jason H. Moore and
Ryan J. Urbanowicz},
title = {Solution and Fitness Evolution {(SAFE):} Coevolving Solutions and
Their Objective Functions},
journal = {CoRR},
volume = {abs/2206.12707},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.12707},
doi = {10.48550/ARXIV.2206.12707},
eprinttype = {arXiv},
eprint = {2206.12707},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-12707.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13509,
author = {Moshe Sipper and
Jason H. Moore and
Ryan J. Urbanowicz},
title = {Solution and Fitness Evolution {(SAFE):} {A} Study of Multiobjective
Problems},
journal = {CoRR},
volume = {abs/2206.13509},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.13509},
doi = {10.48550/ARXIV.2206.13509},
eprinttype = {arXiv},
eprint = {2206.13509},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-13509.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-15409,
author = {Moshe Sipper and
Jason H. Moore and
Ryan J. Urbanowicz},
title = {Automatically Balancing Model Accuracy and Complexity using Solution
and Fitness Evolution {(SAFE)}},
journal = {CoRR},
volume = {abs/2206.15409},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.15409},
doi = {10.48550/ARXIV.2206.15409},
eprinttype = {arXiv},
eprint = {2206.15409},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-15409.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/DasarirajuU21,
author = {Satvik Dasariraju and
Ryan J. Urbanowicz},
editor = {Krzysztof Krawiec},
title = {{RARE:} evolutionary feature engineering for rare-variant bin discovery},
booktitle = {{GECCO} '21: Genetic and Evolutionary Computation Conference, Companion
Volume, Lille, France, July 10-14, 2021},
pages = {1335--1343},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3449726.3463174},
doi = {10.1145/3449726.3463174},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/DasarirajuU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-12844,
author = {Robert Zhang and
Rachael Stolzenberg{-}Solomon and
Shannon M. Lynch and
Ryan J. Urbanowicz},
title = {{LCS-DIVE:} An Automated Rule-based Machine Learning Visualization
Pipeline for Characterizing Complex Associations in Classification},
journal = {CoRR},
volume = {abs/2104.12844},
year = {2021},
url = {https://arxiv.org/abs/2104.12844},
eprinttype = {arXiv},
eprint = {2104.12844},
timestamp = {Mon, 03 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-12844.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/MooreBBCDGHHHKM20,
author = {Jason H. Moore and
Ian Barnett and
Mary Regina Boland and
Yong Chen and
George Demiris and
Graciela Gonzalez{-}Hernandez and
Daniel S. Herman and
Blanca E. Himes and
Rebecca A. Hubbard and
Dokyoon Kim and
Jeffrey S. Morris and
Danielle L. Mowery and
Marylyn D. Ritchie and
Li Shen and
Ryan J. Urbanowicz and
John H. Holmes},
title = {Ideas for how informaticians can get involved with {COVID-19} research},
journal = {BioData Min.},
volume = {13},
number = {1},
pages = {3},
year = {2020},
url = {https://doi.org/10.1186/s13040-020-00213-y},
doi = {10.1186/S13040-020-00213-Y},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/MooreBBCDGHHHKM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/SipperMU20,
author = {Moshe Sipper and
Jason H. Moore and
Ryan J. Urbanowicz},
editor = {Juan Romero and
Anik{\'{o}} Ek{\'{a}}rt and
Tiago Martins and
Jo{\~{a}}o Correia},
title = {Coevolving Artistic Images Using {OMNIREP}},
booktitle = {Artificial Intelligence in Music, Sound, Art and Design - 9th International
Conference, EvoMUSART 2020, Held as Part of EvoStar 2020, Seville,
Spain, April 15-17, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12103},
pages = {165--178},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-43859-3\_12},
doi = {10.1007/978-3-030-43859-3\_12},
timestamp = {Tue, 29 Aug 2023 15:18:02 +0200},
biburl = {https://dblp.org/rec/conf/evoW/SipperMU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/VermaBU20,
author = {Siddharth Verma and
Piyush Borole and
Ryan J. Urbanowicz},
editor = {Carlos Artemio Coello Coello},
title = {Evolving genetic programming trees in a rule-based learning framework},
booktitle = {{GECCO} '20: Genetic and Evolutionary Computation Conference, Companion
Volume, Canc{\'{u}}n, Mexico, July 8-12, 2020},
pages = {233--234},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377929.3390071},
doi = {10.1145/3377929.3390071},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/VermaBU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/UrbanowiczS20,
author = {Ryan J. Urbanowicz and
Moshe Sipper},
editor = {Carlos Artemio Coello Coello},
title = {Evolutionary algorithms in biomedical data mining: challenges, solutions,
and frontiers},
booktitle = {{GECCO} '20: Genetic and Evolutionary Computation Conference, Companion
Volume, Canc{\'{u}}n, Mexico, July 8-12, 2020},
pages = {1224--1253},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377929.3389862},
doi = {10.1145/3377929.3389862},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/UrbanowiczS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ZhangU20,
author = {Robert F. Zhang and
Ryan J. Urbanowicz},
editor = {Carlos Artemio Coello Coello},
title = {A scikit-learn compatible learning classifier system},
booktitle = {{GECCO} '20: Genetic and Evolutionary Computation Conference, Companion
Volume, Canc{\'{u}}n, Mexico, July 8-12, 2020},
pages = {1816--1823},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377929.3398097},
doi = {10.1145/3377929.3398097},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/ZhangU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icls/MatukYPABBCHCCD20,
author = {Camillia Matuk and
Susan A. Yoon and
Joseph L. Polman and
Anna Amato and
Jacob Barton and
Nicole Bulalacao and
Francesco Cafaro and
Lina Chopra Haldar and
Amanda M. Cottone and
Krista Cortes and
Kayla DesPortes and
Tim Erickson and
William Finzer and
Katie Headrick Taylor and
Beth Herbel{-}Eisenmann and
Cynthia Graville and
Kris D. Guti{\'{e}}rrez and
Traci Higgins and
Blanca E. Himes and
Kathryn A. Lanouette and
Hollylynne Lee and
Vivian Lim and
M. Lisette Lopez and
Leilah Lyons and
Dan Milz and
Maria C. Olivares and
Elizabeth Osche and
Tapan S. Parikh and
Thomas Philip and
Laurie Rubel and
Joey Shelley and
Edward Rivero and
Jessica Roberts and
Collette Roberto and
Tony Petrosino and
Andee Rubin and
Jooeun Shim and
Megan Silander and
Stephen Sommer and
David Stokes and
Marian Tes and
Milka Trajkova and
Ryan J. Urbanowicz and
Ralph Vacca and
Sarah Van Wart and
Veena Vasudevan and
Michelle Hoda Wilkerson and
Peter J. Woods},
title = {Data Literacy for Social Justice},
booktitle = {Interdisciplinarity in the Learning Sciences: Proceedings of the 14th
International Conference of the Learning Sciences, {ICLS} 2020, [Nashville,
Tennessee, USA], Online Conference, June 19-23, 2020},
publisher = {International Society of the Learning Sciences},
year = {2020},
url = {https://repository.isls.org/handle/1/6656},
timestamp = {Fri, 10 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icls/MatukYPABBCHCCD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-12829,
author = {Ryan J. Urbanowicz and
Pranshu Suri and
Yuhan Cui and
Jason H. Moore and
Karen Ruth and
Rachael Stolzenberg{-}Solomon and
Shannon M. Lynch},
title = {A Rigorous Machine Learning Analysis Pipeline for Biomedical Binary
Classification: Application in Pancreatic Cancer Nested Case-control
Studies with Implications for Bias Assessments},
journal = {CoRR},
volume = {abs/2008.12829},
year = {2020},
url = {https://arxiv.org/abs/2008.12829},
eprinttype = {arXiv},
eprint = {2008.12829},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-12829.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/LeUMM19,
author = {Trang T. Le and
Ryan J. Urbanowicz and
Jason H. Moore and
Brett A. McKinney},
title = {STatistical Inference Relief {(STIR)} feature selection},
journal = {Bioinform.},
volume = {35},
number = {8},
pages = {1358--1365},
year = {2019},
url = {https://doi.org/10.1093/bioinformatics/bty788},
doi = {10.1093/BIOINFORMATICS/BTY788},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/LeUMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/SipperMU19,
author = {Moshe Sipper and
Jason H. Moore and
Ryan J. Urbanowicz},
title = {Solution and Fitness Evolution {(SAFE):} {A} Study of Multiobjective
Problems},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2019, Wellington,
New Zealand, June 10-13, 2019},
pages = {1868--1874},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CEC.2019.8790274},
doi = {10.1109/CEC.2019.8790274},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/SipperMU19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurogp/SipperMU19,
author = {Moshe Sipper and
Jason H. Moore and
Ryan J. Urbanowicz},
editor = {Luk{\'{a}}s Sekanina and
Ting Hu and
Nuno Louren{\c{c}}o and
Hendrik Richter and
Pablo Garc{\'{\i}}a{-}S{\'{a}}nchez},
title = {Solution and Fitness Evolution {(SAFE):} Coevolving Solutions and
Their Objective Functions},
booktitle = {Genetic Programming - 22nd European Conference, EuroGP 2019, Held
as Part of EvoStar 2019, Leipzig, Germany, April 24-26, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11451},
pages = {146--161},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16670-0\_10},
doi = {10.1007/978-3-030-16670-0\_10},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eurogp/SipperMU19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gptp/SipperMU19,
author = {Moshe Sipper and
Jason H. Moore and
Ryan J. Urbanowicz},
editor = {Wolfgang Banzhaf and
Erik D. Goodman and
Leigh Sheneman and
Leonardo Trujillo and
Bill Worzel},
title = {New Pathways in Coevolutionary Computation},
booktitle = {Genetic Programming Theory and Practice {XVII} {[GPTP} 2019, Michigan
State University, East Lansing, Michigan, USA, May 16-19, 2019]},
pages = {295--305},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-39958-0\_15},
doi = {10.1007/978-3-030-39958-0\_15},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gptp/SipperMU19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/LoLUORWOKMMB19,
author = {Yancy Lo and
Selah F. Lynch and
Ryan J. Urbanowicz and
Randal S. Olson and
Ashley Z. Ritter and
Christina R. Whitehouse and
Melissa O'Connor and
Susan K. Keim and
Margaret V. McDonald and
Jason H. Moore and
Kathryn H. Bowles},
editor = {Lucila Ohno{-}Machado and
Brigitte S{\'{e}}roussi},
title = {Using Machine Learning on Home Health Care Assessments to Predict
Fall Risk},
booktitle = {{MEDINFO} 2019: Health and Wellbeing e-Networks for All - Proceedings
of the 17th World Congress on Medical and Health Informatics, Lyon,
France, 25-30 August 2019},
series = {Studies in Health Technology and Informatics},
volume = {264},
pages = {684--688},
publisher = {{IOS} Press},
year = {2019},
url = {https://doi.org/10.3233/SHTI190310},
doi = {10.3233/SHTI190310},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/medinfo/LoLUORWOKMMB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/VermaLZVDLLUMKR18,
author = {Shefali S. Verma and
Anastasia Lucas and
Xinyuan Zhang and
Yogasudha Veturi and
Scott M. Dudek and
Binglan Li and
Ruowang Li and
Ryan J. Urbanowicz and
Jason H. Moore and
Dokyoon Kim and
Marylyn D. Ritchie},
title = {Collective feature selection to identify crucial epistatic variants},
journal = {BioData Min.},
volume = {11},
number = {1},
pages = {5:1--5:22},
year = {2018},
url = {https://doi.org/10.1186/s13040-018-0168-6},
doi = {10.1186/S13040-018-0168-6},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/VermaLZVDLLUMKR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/SipperUM18,
author = {Moshe Sipper and
Ryan J. Urbanowicz and
Jason H. Moore},
title = {To know the objective is not (necessarily) to know the objective function},
journal = {BioData Min.},
volume = {11},
number = {1},
pages = {21:1--21:3},
year = {2018},
url = {https://doi.org/10.1186/s13040-018-0182-8},
doi = {10.1186/S13040-018-0182-8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/SipperUM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/UrbanowiczOSMM18,
author = {Ryan J. Urbanowicz and
Randal S. Olson and
Peter Schmitt and
Melissa Meeker and
Jason H. Moore},
title = {Benchmarking relief-based feature selection methods for bioinformatics
data mining},
journal = {J. Biomed. Informatics},
volume = {85},
pages = {168--188},
year = {2018},
url = {https://doi.org/10.1016/j.jbi.2018.07.015},
doi = {10.1016/J.JBI.2018.07.015},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/UrbanowiczOSMM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/UrbanowiczMCOM18,
author = {Ryan J. Urbanowicz and
Melissa Meeker and
William G. La Cava and
Randal S. Olson and
Jason H. Moore},
title = {Relief-based feature selection: Introduction and review},
journal = {J. Biomed. Informatics},
volume = {85},
pages = {189--203},
year = {2018},
url = {https://doi.org/10.1016/j.jbi.2018.07.014},
doi = {10.1016/J.JBI.2018.07.014},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/UrbanowiczMCOM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/UrbanowiczLHM18,
author = {Ryan J. Urbanowicz and
Christopher Lo and
John H. Holmes and
Jason H. Moore},
editor = {Hern{\'{a}}n E. Aguirre and
Keiki Takadama},
title = {Attribute tracking: strategies towards improved detection and characterization
of complex associations},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2018, Kyoto, Japan, July 15-19, 2018},
pages = {553--560},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3205455.3205618},
doi = {10.1145/3205455.3205618},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/UrbanowiczLHM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/UrbanowiczV18,
author = {Ryan J. Urbanowicz and
Danilo Vasconcellos Vargas},
editor = {Hern{\'{a}}n E. Aguirre and
Keiki Takadama},
title = {Introducing learning classifier systems: rules that capture complexity},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2018, Kyoto, Japan, July 15-19, 2018},
pages = {619--648},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3205651.3207869},
doi = {10.1145/3205651.3207869},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/UrbanowiczV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sbis/UrbanowiczB17,
author = {Ryan J. Urbanowicz and
Will N. Browne},
title = {Introduction to Learning Classifier Systems},
series = {Springer Briefs in Intelligent Systems},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-662-55007-6},
doi = {10.1007/978-3-662-55007-6},
isbn = {978-3-662-55006-9},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sbis/UrbanowiczB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/OlsonCOUM17,
author = {Randal S. Olson and
William G. La Cava and
Patryk Orzechowski and
Ryan J. Urbanowicz and
Jason H. Moore},
title = {{PMLB:} a large benchmark suite for machine learning evaluation and
comparison},
journal = {BioData Min.},
volume = {10},
number = {1},
pages = {36:1--36:13},
year = {2017},
url = {https://doi.org/10.1186/s13040-017-0154-4},
doi = {10.1186/S13040-017-0154-4},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/OlsonCOUM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Urbanowicz17,
author = {Ryan J. Urbanowicz},
editor = {Peter A. N. Bosman},
title = {Introducing rule-based machine learning: capturing complexity},
booktitle = {Genetic and Evolutionary Computation Conference, Berlin, Germany,
July 15-19, 2017, Companion Material Proceedings},
pages = {576--604},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3067695.3067719},
doi = {10.1145/3067695.3067719},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/Urbanowicz17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gptp/UrbanowiczYM17,
author = {Ryan J. Urbanowicz and
Ben Yang and
Jason H. Moore},
editor = {Wolfgang Banzhaf and
Randal S. Olson and
William A. Tozier and
Rick L. Riolo},
title = {Problem Driven Machine Learning by Co-evolving Genetic Programming
Trees and Rules in a Learning Classifier System},
booktitle = {Genetic Programming Theory and Practice XV, {[GPTP} 2017, University
of Michigan, Ann Arbor, USA, May 18-20, 2017]},
series = {Genetic and Evolutionary Computation},
pages = {55--71},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-90512-9\_4},
doi = {10.1007/978-3-319-90512-9\_4},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gptp/UrbanowiczYM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gptp/OlsonSCTVFOUHM17,
author = {Randal S. Olson and
Moshe Sipper and
William G. La Cava and
Sharon Tartarone and
Steven Vitale and
Weixuan Fu and
Patryk Orzechowski and
Ryan J. Urbanowicz and
John H. Holmes and
Jason H. Moore},
editor = {Wolfgang Banzhaf and
Randal S. Olson and
William A. Tozier and
Rick L. Riolo},
title = {A System for Accessible Artificial Intelligence},
booktitle = {Genetic Programming Theory and Practice XV, {[GPTP} 2017, University
of Michigan, Ann Arbor, USA, May 18-20, 2017]},
series = {Genetic and Evolutionary Computation},
pages = {121--134},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-90512-9\_8},
doi = {10.1007/978-3-319-90512-9\_8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gptp/OlsonSCTVFOUHM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OlsonCOUM17,
author = {Randal S. Olson and
William G. La Cava and
Patryk Orzechowski and
Ryan J. Urbanowicz and
Jason H. Moore},
title = {{PMLB:} {A} Large Benchmark Suite for Machine Learning Evaluation
and Comparison},
journal = {CoRR},
volume = {abs/1703.00512},
year = {2017},
url = {http://arxiv.org/abs/1703.00512},
eprinttype = {arXiv},
eprint = {1703.00512},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OlsonCOUM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-08421,
author = {Ryan J. Urbanowicz and
Melissa Meeker and
William G. La Cava and
Randal S. Olson and
Jason H. Moore},
title = {Relief-Based Feature Selection: Introduction and Review},
journal = {CoRR},
volume = {abs/1711.08421},
year = {2017},
url = {http://arxiv.org/abs/1711.08421},
eprinttype = {arXiv},
eprint = {1711.08421},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-08421.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-08477,
author = {Ryan J. Urbanowicz and
Randal S. Olson and
Peter Schmitt and
Melissa Meeker and
Jason H. Moore},
title = {Benchmarking Relief-Based Feature Selection Methods},
journal = {CoRR},
volume = {abs/1711.08477},
year = {2017},
url = {http://arxiv.org/abs/1711.08477},
eprinttype = {arXiv},
eprint = {1711.08477},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-08477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/OlsonUALKM16,
author = {Randal S. Olson and
Ryan J. Urbanowicz and
Peter C. Andrews and
Nicole A. Lavender and
La Creis Kidd and
Jason H. Moore},
editor = {Giovanni Squillero and
Paolo Burelli},
title = {Automating Biomedical Data Science Through Tree-Based Pipeline Optimization},
booktitle = {Applications of Evolutionary Computation - 19th European Conference,
EvoApplications 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9597},
pages = {123--137},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-31204-0\_9},
doi = {10.1007/978-3-319-31204-0\_9},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/evoW/OlsonUALKM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Urbanowicz16,
author = {Ryan J. Urbanowicz},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Introducing Rule-Based Machine Learning: Capturing Complexity},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2016, Denver,
CO, USA, July 20-24, 2016, Companion Material Proceedings},
pages = {305--332},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908961.2926979},
doi = {10.1145/2908961.2926979},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/Urbanowicz16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/OlsonBUM16,
author = {Randal S. Olson and
Nathan Bartley and
Ryan J. Urbanowicz and
Jason H. Moore},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Evaluation of a Tree-based Pipeline Optimization Tool for Automating
Data Science},
booktitle = {Proceedings of the 2016 on Genetic and Evolutionary Computation Conference,
Denver, CO, USA, July 20 - 24, 2016},
pages = {485--492},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908812.2908918},
doi = {10.1145/2908812.2908918},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/OlsonBUM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/UrbanowiczOM16,
author = {Ryan J. Urbanowicz and
Randal S. Olson and
Jason H. Moore},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Pareto Inspired Multi-objective Rule Fitness for Adaptive Rule-based
Machine Learning},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2016, Denver,
CO, USA, July 20-24, 2016, Companion Material Proceedings},
pages = {1403},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908961.2931736},
doi = {10.1145/2908961.2931736},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/UrbanowiczOM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/UrbanowiczBK16,
author = {Ryan J. Urbanowicz and
Will N. Browne and
Karthik Kuber},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Hands-on Workshop on Learning Classifier Systems},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2016, Denver,
CO, USA, July 20-24, 2016, Companion Material Proceedings},
pages = {1407--1408},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908961.2931738},
doi = {10.1145/2908961.2931738},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/UrbanowiczBK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/UrbanowiczOM16,
author = {Ryan J. Urbanowicz and
Randal S. Olson and
Jason H. Moore},
editor = {Julia Handl and
Emma Hart and
Peter R. Lewis and
Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
Gabriela Ochoa and
Ben Paechter},
title = {Pareto Inspired Multi-objective Rule Fitness for Noise-Adaptive Rule-Based
Machine Learning},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XIV} - 14th International
Conference, Edinburgh, UK, September 17-21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9921},
pages = {514--524},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-45823-6\_48},
doi = {10.1007/978-3-319-45823-6\_48},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ppsn/UrbanowiczOM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OlsonUALKM16,
author = {Randal S. Olson and
Ryan J. Urbanowicz and
Peter C. Andrews and
Nicole A. Lavender and
La Creis Kidd and
Jason H. Moore},
title = {Automating biomedical data science through tree-based pipeline optimization},
journal = {CoRR},
volume = {abs/1601.07925},
year = {2016},
url = {http://arxiv.org/abs/1601.07925},
eprinttype = {arXiv},
eprint = {1601.07925},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OlsonUALKM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OlsonBUM16,
author = {Randal S. Olson and
Nathan Bartley and
Ryan J. Urbanowicz and
Jason H. Moore},
title = {Evaluation of a Tree-based Pipeline Optimization Tool for Automating
Data Science},
journal = {CoRR},
volume = {abs/1603.06212},
year = {2016},
url = {http://arxiv.org/abs/1603.06212},
eprinttype = {arXiv},
eprint = {1603.06212},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OlsonBUM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/Kovacs0SU15,
author = {Tim Kovacs and
Muhammad Iqbal and
Kamran Shafi and
Ryan J. Urbanowicz},
title = {Special issue on the 20th anniversary of {XCS}},
journal = {Evol. Intell.},
volume = {8},
number = {2-3},
pages = {51--53},
year = {2015},
url = {https://doi.org/10.1007/s12065-015-0131-0},
doi = {10.1007/S12065-015-0131-0},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/evi/Kovacs0SU15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/UrbanowiczM15,
author = {Ryan J. Urbanowicz and
Jason H. Moore},
title = {ExSTraCS 2.0: description and evaluation of a scalable learning classifier
system},
journal = {Evol. Intell.},
volume = {8},
number = {2-3},
pages = {89--116},
year = {2015},
url = {https://doi.org/10.1007/s12065-015-0128-8},
doi = {10.1007/S12065-015-0128-8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/evi/UrbanowiczM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/UrbanowiczB15,
author = {Ryan J. Urbanowicz and
Will N. Browne},
editor = {Sara Silva and
Anna Isabel Esparcia{-}Alc{\'{a}}zar},
title = {Introducing Rule-based Machine Learning: {A} Practical Guide},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2015, Madrid,
Spain, July 11-15, 2015, Companion Material Proceedings},
pages = {263--292},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2739482.2756590},
doi = {10.1145/2739482.2756590},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/UrbanowiczB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/UrbanowiczM15,
author = {Ryan J. Urbanowicz and
Jason H. Moore},
editor = {Sara Silva and
Anna Isabel Esparcia{-}Alc{\'{a}}zar},
title = {Retooling Fitness for Noisy Problems in a Supervised Michigan-style
Learning Classifier System},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2015, Madrid, Spain, July 11-15, 2015},
pages = {591--598},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2739480.2754756},
doi = {10.1145/2739480.2754756},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/UrbanowiczM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/UrbanowiczRM15,
author = {Ryan J. Urbanowicz and
Niranjan Ramanand and
Jason H. Moore},
editor = {Sara Silva and
Anna Isabel Esparcia{-}Alc{\'{a}}zar},
title = {Continuous Endpoint Data Mining with ExSTraCS: {A} Supervised Learning
Classifier System},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2015, Madrid,
Spain, July 11-15, 2015, Companion Material Proceedings},
pages = {1029--1036},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2739482.2768453},
doi = {10.1145/2739482.2768453},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/UrbanowiczRM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/UrbanowiczGKM14,
author = {Ryan J. Urbanowicz and
Ambrose Granizo{-}Mackenzie and
Jeff Kiralis and
Jason H. Moore},
title = {A Classification and Characterization of Two-Locus, Pure, Strict,
Epistatic Models for Simulation and Detection},
journal = {BioData Min.},
volume = {7},
pages = {8},
year = {2014},
url = {https://doi.org/10.1186/1756-0381-7-8},
doi = {10.1186/1756-0381-7-8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/UrbanowiczGKM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/UrbanowiczBM14,
author = {Ryan J. Urbanowicz and
Gediminas Bertasius and
Jason H. Moore},
editor = {Thomas Bartz{-}Beielstein and
J{\"{u}}rgen Branke and
Bogdan Filipic and
Jim Smith},
title = {An Extended Michigan-Style Learning Classifier System for Flexible
Supervised Learning, Classification, and Data Mining},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XIII} - 13th International
Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8672},
pages = {211--221},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10762-2\_21},
doi = {10.1007/978-3-319-10762-2\_21},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ppsn/UrbanowiczBM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/ShafiUI13,
author = {Kamran Shafi and
Ryan J. Urbanowicz and
Muhammad Iqbal},
title = {Special issue on advances in Learning Classifier Systems},
journal = {Evol. Intell.},
volume = {6},
number = {2},
pages = {55--56},
year = {2013},
url = {https://doi.org/10.1007/s12065-013-0097-8},
doi = {10.1007/S12065-013-0097-8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/evi/ShafiUI13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/RuddMU13,
author = {James Rudd and
Jason H. Moore and
Ryan J. Urbanowicz},
title = {A multi-core parallelization strategy for statistical significance
testing in learning classifier systems},
journal = {Evol. Intell.},
volume = {6},
number = {2},
pages = {127--134},
year = {2013},
url = {https://doi.org/10.1007/s12065-013-0092-0},
doi = {10.1007/S12065-013-0092-0},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/evi/RuddMU13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/UrbanowiczAKM13,
author = {Ryan J. Urbanowicz and
Angeline S. Andrew and
Margaret R. Karagas and
Jason H. Moore},
title = {Research and applications: Role of genetic heterogeneity and epistasis
in bladder cancer susceptibility and outcome: a learning classifier
system approach},
journal = {J. Am. Medical Informatics Assoc.},
volume = {20},
number = {4},
pages = {603--612},
year = {2013},
url = {https://doi.org/10.1136/amiajnl-2012-001574},
doi = {10.1136/AMIAJNL-2012-001574},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/UrbanowiczAKM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecal/TanMU13,
author = {Jie Tan and
Jason H. Moore and
Ryan J. Urbanowicz},
editor = {Pietro Li{\`{o}} and
Orazio Miglino and
Giuseppe Nicosia and
Stefano Nolfi and
Mario Pavone},
title = {Rapid Rule Compaction Strategies for Global Knowledge Discovery in
a Supervised Learning Classifier System},
booktitle = {Proceedings of the Twelfth European Conference on the Synthesis and
Simulation of Living Systems: Advances in Artificial Life, {ECAL}
2013, Sicily, Italy, September 2-6, 2013},
pages = {110--117},
publisher = {{MIT} Press},
year = {2013},
url = {https://doi.org/10.7551/978-0-262-31709-2-ch017},
doi = {10.7551/978-0-262-31709-2-CH017},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecal/TanMU13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BrowneU13,
author = {Will N. Browne and
Ryan J. Urbanowicz},
editor = {Christian Blum and
Enrique Alba},
title = {Learning classifier systems: introducing the user-friendly textbook},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
The Netherlands, July 6-10, 2013, Companion Material Proceedings},
pages = {439--468},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2464576.2483909},
doi = {10.1145/2464576.2483909},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/BrowneU13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/RuddMU13,
author = {James Rudd and
Jason H. Moore and
Ryan J. Urbanowicz},
editor = {Christian Blum and
Enrique Alba},
title = {A simple multi-core parallelization strategy for learning classifier
system evaluation},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
The Netherlands, July 6-10, 2013, Companion Material Proceedings},
pages = {1259--1266},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2464576.2482704},
doi = {10.1145/2464576.2482704},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/RuddMU13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/UrbanowiczKFM12,
author = {Ryan J. Urbanowicz and
Jeff Kiralis and
Jonathan M. Fisher and
Jason H. Moore},
title = {Predicting the difficulty of pure, strict, epistatic models: metrics
for simulated model selection},
journal = {BioData Min.},
volume = {5},
pages = {15},
year = {2012},
url = {https://doi.org/10.1186/1756-0381-5-15},
doi = {10.1186/1756-0381-5-15},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/UrbanowiczKFM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/UrbanowiczKSHFM12,
author = {Ryan J. Urbanowicz and
Jeff Kiralis and
Nicholas A. Sinnott{-}Armstrong and
Tamra Heberling and
Jonathan M. Fisher and
Jason H. Moore},
title = {{GAMETES:} a fast, direct algorithm for generating pure, strict, epistatic
models with random architectures},
journal = {BioData Min.},
volume = {5},
pages = {16},
year = {2012},
url = {https://doi.org/10.1186/1756-0381-5-16},
doi = {10.1186/1756-0381-5-16},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/UrbanowiczKSHFM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/UrbanowiczGM12,
author = {Ryan J. Urbanowicz and
Ambrose Granizo{-}Mackenzie and
Jason H. Moore},
title = {An Analysis Pipeline with Statistical and Visualization-Guided Knowledge
Discovery for Michigan-Style Learning Classifier Systems},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {7},
number = {4},
pages = {35--45},
year = {2012},
url = {https://doi.org/10.1109/MCI.2012.2215124},
doi = {10.1109/MCI.2012.2215124},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/UrbanowiczGM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/LoiaconoOU12,
author = {Daniele Loiacono and
Albert Orriols{-}Puig and
Ryan J. Urbanowicz},
title = {Special issue on advances in learning classifier systems},
journal = {Evol. Intell.},
volume = {5},
number = {2},
pages = {57--58},
year = {2012},
url = {https://doi.org/10.1007/s12065-012-0081-8},
doi = {10.1007/S12065-012-0081-8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/evi/LoiaconoOU12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/UrbanowiczGM12,
author = {Ryan J. Urbanowicz and
Ambrose Granizo{-}Mackenzie and
Jason H. Moore},
editor = {Terence Soule and
Jason H. Moore},
title = {Instance-linked attribute tracking and feedback for michigan-style
supervised learning classifier systems},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia,
PA, USA, July 7-11, 2012},
pages = {927--934},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330163.2330291},
doi = {10.1145/2330163.2330291},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/UrbanowiczGM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/UrbanowiczGM12,
author = {Ryan J. Urbanowicz and
Delaney Granizo{-}MacKenzie and
Jason H. Moore},
editor = {Carlos A. Coello Coello and
Vincenzo Cutello and
Kalyanmoy Deb and
Stephanie Forrest and
Giuseppe Nicosia and
Mario Pavone},
title = {Using Expert Knowledge to Guide Covering and Mutation in a Michigan
Style Learning Classifier System to Detect Epistasis and Heterogeneity},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XII} - 12th International
Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {7491},
pages = {266--275},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32937-1\_27},
doi = {10.1007/978-3-642-32937-1\_27},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ppsn/UrbanowiczGM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/UrbanowiczSM11,
author = {Ryan J. Urbanowicz and
Nicholas A. Sinnott{-}Armstrong and
Jason H. Moore},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {Random artificial incorporation of noise in a learning classifier
system environment},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Companion Material Proceedings, Dublin, Ireland, July 12-16,
2011},
pages = {369--374},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001858.2002021},
doi = {10.1145/2001858.2002021},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/UrbanowiczSM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/UrbanowiczM10,
author = {Ryan J. Urbanowicz and
Jason H. Moore},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {The application of michigan-style learning classifiersystems to address
genetic heterogeneity and epistasisin association studies},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010},
pages = {195--202},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830483.1830518},
doi = {10.1145/1830483.1830518},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/UrbanowiczM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/UrbanowiczM10,
author = {Ryan J. Urbanowicz and
Jason H. Moore},
editor = {Robert Schaefer and
Carlos Cotta and
Joanna Kolodziej and
G{\"{u}}nter Rudolph},
title = {The Application of Pittsburgh-Style Learning Classifier Systems to
Address Genetic Heterogeneity and Epistasis in Association Studies},
booktitle = {Parallel Problem Solving from Nature - {PPSN} XI, 11th International
Conference, Krak{\'{o}}w, Poland, September 11-15, 2010, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6238},
pages = {404--413},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15844-5\_41},
doi = {10.1007/978-3-642-15844-5\_41},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ppsn/UrbanowiczM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/UrbanowiczBWM08,
author = {Ryan J. Urbanowicz and
Nate Barney and
Bill C. White and
Jason H. Moore},
editor = {Conor Ryan and
Maarten Keijzer},
title = {Mask functions for the symbolic modeling of epistasis using genetic
programming},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2008, Proceedings,
Atlanta, GA, USA, July 12-16, 2008},
pages = {339--346},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1389095.1389154},
doi = {10.1145/1389095.1389154},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/UrbanowiczBWM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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