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Randal S. Olson | Researchclopedia

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Randal S. Olson

Washington State University Vancouver

68

Works

3,301

Citations

23

h-index

29

i10-index

Research Topics

Evolutionary Algorithms and Applications Machine Learning and Data Classification Metaheuristic Optimization Algorithms Research

Affiliations

University City Science Center2017–2017

Washington State University Vancouver2022–2022

University of Bristol2013–2013

California University of Pennsylvania2016–2019

Midwest Orthopaedic Research Foundation2019–2019

Top Works

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

Randal S. Olson,Nathan Bartley,et al.

2016555 citations

Evolutionary Game Theory and Cooperation

Evolution and Genetic Dynamics

TPOT: A Tree-Based Pipeline Optimization Tool for Automating Machine Learning

Randal S. Olson,Jason H. Moore

2019546 citations

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

Randal S. Olson,William La Cava,et al.

2017349 citations

Automating Biomedical Data Science Through Tree-Based Pipeline Optimization

Randal S. Olson,Ryan J. Urbanowicz,et al.

2016311 citations

Benchmarking relief-based feature selection methods for bioinformatics data mining

Ryan J. Urbanowicz,Randal S. Olson,et al.

2018252 citations

Nine Loci for Ocular Axial Length Identified through Genome-wide Association Studies, Including Shared Loci with Refractive Error

Ching‐Yu Cheng,Maria Schäche,et al.

2013158 citations

Predator confusion is sufficient to evolve swarming behaviour

Randal S. Olson,Arend Hintze,et al.

2016157 citations

A Pilot Characterization of the Human Chronobiome

Carsten Skarke,Nicholas F. Lahens,et al.

2017109 citations

Data-driven advice for applying machine learning to bioinformatics problems

Randal S. Olson,William La Cava,et al.

201774 citations