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BibTeX 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, 17 Apr 2024 11:46:45 +0200}, 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 M. 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 = {Thu, 18 Apr 2024 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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