Publications
See a complete PubMed list of publications by Ryan Urbanowicz, PhD.
Selected Key Publications
- Urbanowicz RJ, Holmes JH, Appleby D, Narasimhan V, Durborow S, Al-Naamani N, Fernando M, Kawut SM. A Semi-Automated Term Harmonization Pipeline Applied to Pulmonary Arterial Hypertension Clinical Trials. Methods Inf Med. 2021 Nov 24.
- Urbanowicz RJ, Olson RS, Schmitt P, Meeker M, Moore JH. Benchmarking relief-based feature selection methods for bioinformatics data mining. J Biomed Inform. 2018 Sep 1;85:168-88.
- Urbanowicz RJ, Meeker M, La Cava W, Olson RS, Moore JH. Relief-based feature selection: Introduction and review. J Biomed Inform. 2018 Sep 1;85:189-203.
- Urbanowicz RJ, Andrew AS, Karagas MR, Moore JH. Role of genetic heterogeneity and epistasis in bladder cancer susceptibility and outcome: a learning classifier system approach. J Am Med Inform Assoc. 2013 Jul 1;20(4):603-12.
- Urbanowicz RJ, Kiralis J, Sinnott-Armstrong NA, Heberling T, Fisher JM, Moore JH. GAMETES: a fast, direct algorithm for generating pure, strict, epistatic models with random architectures. BioData Mining. 2012 Dec;5(1):1-4.
- Urbanowicz RJ, Kiralis J, Fisher JM, Moore JH. Predicting the difficulty of pure, strict, epistatic models: metrics for simulated model selection. BioData Mining. 2012 Dec;5(1):1-3.
- Urbanowicz RJ, Moore JH. ExSTraCS 2.0: description and evaluation of a scalable learning classifier system. Evol Intell. 2015 Sep;8(2):89-116.
- Zhang RF, Urbanowicz RJ. A scikit-learn compatible learning classifier system. Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion. 2020 Jul 8 (p. 816-1823).
- Dasariraju S, Urbanowicz RJ. RARE: evolutionary feature engineering for rare-variant bin discovery. Proceedings of the Genetic and Evolutionary Computation Conference Companion. 2021 Jul 7 (p.1335-1343).
- Holmes JH, Beinlich J, Boland MR, Bowles KH, Chen Y, Cook TS, Demiris G, Draugelis M, Fluharty L, Gabriel PE, Grundmeier R, et al. Why is the electronic health record so challenging for research and clinical care? Methods Inf Med. 2021 May;60(01/02):032-48.
Contact the Urbanowicz Lab
Pacific Design Center
700 N. San Vicente Blvd., Suite G541E
West Hollywood, CA 90069