Get started
Author

Randal S. Olson

Observed names: Al S. Olson, Olson Randal S., Olson, Randal S., Randal Olson
ORCID: 0000-0002-5756-9033
Observed ORCID: 0000-0002-5756-9033
OpenAlex ID: A5028297977
Relief-based feature selection: Introduction and review
2018 · Ryan J. Urbanowicz, Melissa Meeker, et al. · Journal of Biomedical Informatics · 1,310
PDF
Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science
2016 · Randal S. Olson, Nathan Bartley, et al. · Genetic and Evolutionary Computation Conference (GECCO) · 628
PDF
TPOT: A Tree-Based Pipeline Optimization Tool for Automating Machine Learning
2019 · Randal S. Olson, Jason H. Moore · ˜The œSpringer series on challenges in machine learning · 605
PDF
PMLB: a large benchmark suite for machine learning evaluation and comparison
2017 · Randal S. Olson, William La Cava, et al. · BioData Mining · 371
Automating Biomedical Data Science Through Tree-Based Pipeline Optimization
2016 · Randal S. Olson, Ryan J. Urbanowicz, et al. · Lecture notes in computer science · 340
PDF
Data-driven advice for applying machine learning to bioinformatics problems
2017 · Randal S. Olson, William La Cava, et al. · Pacific Symposium on Biocomputing (PSB) · 287
Benchmarking relief-based feature selection methods for bioinformatics data mining
2018 · Ryan J. Urbanowicz, Randal S. Olson, et al. · Journal of Biomedical Informatics · 255
PDF
Nine Loci for Ocular Axial Length Identified through Genome-wide Association Studies, Including Shared Loci with Refractive Error
2013 · Ching-Yu Cheng, Maria Schache, et al. · The American Journal of Human Genetics · 160
PDF
Predator confusion is sufficient to evolve swarming behaviour
2016 · Al S. Olson, Arend Hintze, et al. · 149
A Pilot Characterization of the Human Chronobiome
2017 · Carsten Skarke, Nicholas F. Lahens, et al. · Scientific Reports · 110
PDF
Exploring the evolution of a trade-off between vigilance and foraging in group-living organisms
2015 · Randal S. Olson, Patrick B. Haley, et al. · Royal Society Open Science · 72
Risk sensitivity as an evolutionary adaptation
2015 · Arend Hintze, Randal S. Olson, et al. · Scientific Reports · 72
PDF
Navigating the massive world of reddit: using backbone networks to map user interests in social media
2015 · Randal S. Olson, Zachary P. Neal · PeerJ Computer Science · 68
Antibody optimization enabled by artificial intelligence predictions of binding affinity and naturalness
2022 · Sharrol Bachas, Goran Rakocevic, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 62
PDF
Evolution of Swarming Behavior Is Shaped by How Predators Attack
2016 · Randal S. Olson, David B. Knoester, et al. · Artificial Life · 38
Considerations for automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure
2017 · Alena Orlenko, Jason H. Moore, et al. · Pacific Symposium on Biocomputing (PSB) · 35
Layered TPOT: Speeding up Tree-based Pipeline Optimization
2018 · Gijsbers, Pieter, Vanschoren, Joaquin, et al. · TU/e Research Portal · 28
Markov Brains: A Technical Introduction
2017 · Hintze, Arend, Edlund, Jeffrey A., et al. · arXiv (Cornell University) · 27
PDF
Toward the automated analysis of complex diseases in genome-wide association studies using genetic programming
2017 · Andrew Sohn, Randal S. Olson, et al. · Genetic and Evolutionary Computation Conference (GECCO) · 27
PDF
Using Machine Learning on Home Health Care Assessments to Predict Fall Risk
2019 · Lo Yancy, Lynch Selah F., et al. · Studies in health technology and informatics · 25
Evolutionary computation: the next major transition of artificial intelligence?
2017 · Moshe Sipper, Randal S. Olson, et al. · BioData Mining · 24
PDF
Critical interplay between density-dependent predation and evolution of the selfish herd
2013 · Randal S. Olson, David B. Knoester, et al. · Genetic and Evolutionary Computation Conference (GECCO) · 24
A System for Accessible Artificial Intelligence
2018 · Randal S. Olson, Moshe Sipper, et al. · Genetic and evolutionary computation · 23
PDF
Grid-based stochastic search for hierarchical gene-gene interactions in population-based genetic studies of common human diseases
2017 · Jason H. Moore, Peter C. Andrews, et al. · BioData Mining · 17
Benchmarking Relief-Based Feature Selection Methods.
2017 · Ryan J. Urbanowicz, Randal S. Olson, et al. · 12
Works count: 52
Citation count: 4,889
H-index: 23
I10-index: 30
Year
Topic
Type