Concepedia

Ryan J. Urbanowicz

RJ

25

Publications

2.5K

Citations

21

H-Index

2009

Active since

Affiliations

University of Pennsylvania(Current)

Dartmouth College

Ursinus College

University of Chicago

University of Washington

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

Top concepts

Data MiningEngineeringMachine LearningKnowledge DiscoveryData ScienceComputer ScienceArtificial IntelligenceManagementPredictive AnalyticsPattern Recognition

Publications per year

2009–2023

25

Publications

25

Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science

Randal S. Olson, Nathan Bartley, Ryan J. Urbanowicz et al. · 2016 · 552 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +29

PMLB: a large benchmark suite for machine learning evaluation and comparison

Randal S. Olson, William La Cava, Patryk Orzechowski et al. · BioData Mining · 2017 · 341 citations · Full text

Learning Classifier Systems: A Complete Introduction, Review, and Roadmap

Ryan J. Urbanowicz, Jason H. Moore · Journal of Artificial Evolution and Applications · 2009 · 301 citations · Full text

Artificial Intelligence, Lcs Concept, Engineering +20

Benchmarking relief-based feature selection methods for bioinformatics data mining

Ryan J. Urbanowicz, Randal S. Olson, Peter Schmitt et al. · Journal of Biomedical Informatics · 2018 · 249 citations

Functional Genomics, Bioinformatics Data Mining, Data Science +8

GAMETES: a fast, direct algorithm for generating pure, strict, epistatic models with random architectures

Ryan J. Urbanowicz, Jeff Kiralis, Nicholas A. Sinnott‐Armstrong et al. · BioData Mining · 2012 · 224 citations · Full text

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