Randal S. Olson
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Relief-based feature selection: Introduction and review
RJ Urbanowicz, M Meeker, W La Cava, RS Olson, JH Moore
Journal of Biomedical Informatics 85, 189-203, 2018
TPOT: A Tree-Based Pipeline Optimization Tool for Automating Machine Learning
RS Olson, JH Moore
Automated Machine Learning: Methods, Systems, Challenges, 151, 2019
Evaluation of a tree-based pipeline optimization tool for automating data science
RS Olson, N Bartley, RJ Urbanowicz, JH Moore
Proceedings of the genetic and evolutionary computation conference 2016, 485-492, 2016
Automating biomedical data science through tree-based pipeline optimization
RS Olson, RJ Urbanowicz, PC Andrews, NA Lavender, LC Kidd, ...
Proceedings of the 18th European Conference on the Applications of …, 2016
PMLB: a large benchmark suite for machine learning evaluation and comparison
RS Olson, W La Cava, P Orzechowski, RJ Urbanowicz, JH Moore
BioData mining 10, 1-13, 2017
Data-driven advice for applying machine learning to bioinformatics problems
RS Olson, W La Cava, Z Mustahsan, A Varik, JH Moore
Pacific Symposium on Biocomputing, 192-203, 2018
Benchmarking relief-based feature selection methods for bioinformatics data mining
RJ Urbanowicz, RS Olson, P Schmitt, M Meeker, JH Moore
Journal of Biomedical Informatics 85, 168-188, 2018
Predator confusion is sufficient to evolve swarming behaviour
RS Olson, A Hintze, FC Dyer, DB Knoester, C Adami
Journal of the Royal Society Interface 10 (85), 20130305, 2013
Risk sensitivity as an evolutionary adaptation
A Hintze, RS Olson, C Adami, R Hertwig
Scientific Reports 5, 2015
A pilot characterization of the human chronobiome
C Skarke, NF Lahens, SD Rhoades, A Campbell, K Bittinger, A Bailey, ...
Scientific reports 7 (1), 17141, 2017
Exploring the evolution of a trade-off between vigilance and foraging in group-living organisms
RS Olson, PB Haley, FC Dyer, C Adami
Journal of the Royal Society Open Science 2 (9), 2015
Navigating the massive world of reddit: Using backbone networks to map user interests in social media
RS Olson, ZP Neal
PeerJ Computer Science 1, e4, 2015
Markov brains: A technical introduction
A Hintze, JA Edlund, RS Olson, DB Knoester, J Schossau, L Albantakis, ...
arXiv preprint arXiv:1709.05601, 2017
Evolution of swarming behavior is shaped by how predators attack
RS Olson, DB Knoester, C Adami
Artificial Life 22 (3), 299-318, 2016
Layered TPOT: Speeding up tree-based pipeline optimization
P Gijsbers, J Vanschoren, RS Olson
arXiv preprint arXiv:1801.06007, 2018
Considerations for automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure
A Orlenko, JH Moore, P Orzechowski, RS Olson, J Cairns, PJ Caraballo, ...
Pacific Symposium on Biocomputing, 460-471, 2018
Antibody optimization enabled by artificial intelligence predictions of binding affinity and naturalness
S Bachas, G Rakocevic, D Spencer, AV Sastry, R Haile, JM Sutton, ...
bioRxiv, 2022.08.16.504181, 2022
Toward the automated analysis of complex diseases in genome-wide association studies using genetic programming
A Sohn, RS Olson, JH Moore
Proceedings of the genetic and evolutionary computation conference, 489-496, 2017
A System for Accessible Artificial Intelligence
RS Olson, M Sipper, W La Cava, S Tartarone, S Vitale, W Fu, ...
Genetic Programming Theory and Practice XV, 121-134, 2017
Critical Interplay Between Density-dependent Predation and Evolution of the Selfish Herd
RS Olson, DB Knoester, C Adami
Proceedings of the 15th International Conference on Genetic and Evolutionary …, 2013
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