Ryan J. Urbanowicz - Concepedia

Author

Ryan J. Urbanowicz

Also Known As

R. Urbanowicz, R.J. Urbanowicz, Ryan J Urbanowicz, Ryan J. Urbanowicz, Ryan John Urbanowicz, Ryan Urbanowicz, Urbanowicz Ryan J., Urbanowicz, Ryan, Urbanowicz, Ryan J.

152

Publications

Citations

H-Index

Concepts

All Affiliations

University of Pennsylvania Dartmouth College Ursinus College University of Chicago University of Washington

About

Ryan J. Urbanowicz is an author at University of Pennsylvania specializing in data mining, machine learning, and knowledge discovery.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	11	12	1.5K
2	Management	8	8	1K
3	Public Health	4	4	177
4	Medicine	3	3	364
5	Health Sciences	1	1	24

Ryan J. Urbanowicz

Publications

2.5K

Citations

H-Index

Page 1

	Year	Citations
Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science Randal S. Olson, Nathan Bartley, Ryan J. Urbanowicz, Artificial IntelligenceEngineeringMachine LearningComplex PipelinesMachine Learning Tool	2016	552
PMLB: a large benchmark suite for machine learning evaluation and comparison Randal S. Olson, William La Cava, Patryk Orzechowski, BioData Mining	2017	341
Learning Classifier Systems: A Complete Introduction, Review, and Roadmap Ryan J. Urbanowicz, Jason H. Moore Journal of Artificial Evolution and Applications Artificial IntelligenceLcs ConceptEngineeringMachine LearningMachine Learning Tool	2009	301
Benchmarking relief-based feature selection methods for bioinformatics data mining Ryan J. Urbanowicz, Randal S. Olson, Peter Schmitt, Journal of Biomedical Informatics Functional GenomicsBioinformatics Data MiningData ScienceData MiningEngineering	2018	249
GAMETES: a fast, direct algorithm for generating pure, strict, epistatic models with random architectures Ryan J. Urbanowicz, Jeff Kiralis, Nicholas A. Sinnott‐Armstrong, BioData Mining	2012	224
ExSTraCS 2.0: description and evaluation of a scalable learning classifier system Ryan J. Urbanowicz, Jason H. Moore Evolutionary Intelligence Artificial IntelligenceData ClassificationClassification MethodMachine VisionMachine Learning	2015	126
Why Is the Electronic Health Record So Challenging for Research and Clinical Care? John H. Holmes, James Beinlich, Mary Regina Boland, Methods of Information in Medicine	2021	97
Role of genetic heterogeneity and epistasis in bladder cancer susceptibility and outcome: a learning classifier system approach Ryan J. Urbanowicz, Angeline S. Andrew, Margaret R. Karagas, Journal of the American Medical Informatics Association Genetic EpidemiologyDisease MappingPathologyGenome-wide Association StudiesGenome-wide Association Study	2013	70
STatistical Inference Relief (STIR) feature selection Trang T. Le, Ryan J. Urbanowicz, Jason H. Moore, Bioinformatics	2018	67
Relief-based feature selection: Introduction and review Ryan J. Urbanowicz, Melissa Meeker, William La Cava, Journal of Biomedical Informatics	2018	66

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