| Relief-based feature selection: Introduction and review RJ Urbanowicz, M Meeker, W La Cava, RS Olson, JH Moore Journal of biomedical informatics 85, 189-203, 2018 | 1590 | 2018 |
| Evaluation of a tree-based pipeline optimization tool for automating data science RS Olson, N Bartley, RJ Urbanowicz, JH Moore Proceedings of the genetic and evolutionary computation conference 2016, 485-492, 2016 | 886 | 2016 |
| ChatGPT and large language models in academia: opportunities and challenges JG Meyer, RJ Urbanowicz, PCN Martin, K O’Connor, R Li, PC Peng, ... BioData mining 16 (1), 20, 2023 | 782 | 2023 |
| PMLB: a large benchmark suite for machine learning evaluation and comparison RS Olson, W La Cava, P Orzechowski, RJ Urbanowicz, JH Moore BioData mining 10 (1), 36, 2017 | 543 | 2017 |
| Learning classifier systems: a complete introduction, review, and roadmap RJ Urbanowicz, JH Moore Journal of Artificial Evolution and Applications 2009 (1), 736398, 2009 | 444 | 2009 |
| Automating biomedical data science through tree-based pipeline optimization RS Olson, RJ Urbanowicz, PC Andrews, NA Lavender, LC Kidd, ... European conference on the applications of evolutionary computation, 123-137, 2016 | 434 | 2016 |
| Benchmarking relief-based feature selection methods for bioinformatics data mining RJ Urbanowicz, RS Olson, P Schmitt, M Meeker, JH Moore Journal of biomedical informatics 85, 168-188, 2018 | 340 | 2018 |
| GAMETES: a fast, direct algorithm for generating pure, strict, epistatic models with random architectures RJ Urbanowicz, J Kiralis, NA Sinnott-Armstrong, T Heberling, JM Fisher, ... BioData mining 5 (1), 16, 2012 | 260 | 2012 |
| Exstracs 2.0: description and evaluation of a scalable learning classifier system RJ Urbanowicz, JH Moore Evolutionary intelligence 8 (2), 89-116, 2015 | 159 | 2015 |
| Introduction to learning classifier systems RJ Urbanowicz, WN Browne Springer, 2017 | 143 | 2017 |
| Why is the electronic health record so challenging for research and clinical care? JH Holmes, J Beinlich, MR Boland, KH Bowles, Y Chen, TS Cook, ... Methods of information in medicine 60 (01/02), 032-048, 2021 | 136 | 2021 |
| Analysis of gene‐gene interactions D Gilbert‐Diamond, JH Moore Current protocols in human genetics 70 (1), 1.14. 1-1.14. 12, 2011 | 115 | 2011 |
| Role of genetic heterogeneity and epistasis in bladder cancer susceptibility and outcome: a learning classifier system approach RJ Urbanowicz, AS Andrew, MR Karagas, JH Moore Journal of the American Medical Informatics Association 20 (4), 603-612, 2013 | 80 | 2013 |
| An analysis pipeline with statistical and visualization-guided knowledge discovery for michigan-style learning classifier systems RJ Urbanowicz, A Granizo-Mackenzie, JH Moore IEEE computational intelligence magazine 7 (4), 35-45, 2012 | 76 | 2012 |
| Statistical inference relief (STIR) feature selection TT Le, RJ Urbanowicz, JH Moore, BA McKinney Bioinformatics 35 (8), 1358-1365, 2019 | 72 | 2019 |
| Genetic heterogeneity: Challenges, impacts, and methods through an associative lens AA Woodward, RJ Urbanowicz, AC Naj, JH Moore Genetic Epidemiology 46 (8), 555-571, 2022 | 61 | 2022 |
| Preparing next-generation scientists for biomedical big data: artificial intelligence approaches JH Moore, MR Boland, PG Camara, H Chervitz, G Gonzalez, BE Himes, ... Personalized medicine 16 (3), 247-257, 2019 | 48 | 2019 |
| Instance-linked attribute tracking and feedback for michigan-style supervised learning classifier systems R Urbanowicz, A Granizo-Mackenzie, J Moore Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012 | 48 | 2012 |
| STREAMLINE: a simple, transparent, end-to-end automated machine learning pipeline facilitating data analysis and algorithm comparison R Urbanowicz, R Zhang, Y Cui, P Suri Genetic Programming Theory and Practice XIX, 201-231, 2023 | 46 | 2023 |
| The application of michigan-style learning classifiersystems to address genetic heterogeneity and epistasisin association studies RJ Urbanowicz, JH Moore Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010 | 44 | 2010 |
Jason H. MooreChair, Department of Computational Biomedicine, Cedars-Sinai Medical Center, Los Angeles, CAVerified email at csmc.edu
