Randal S. Olson
Randal S. Olson
Chief Data Scientist, Life Epigenetics
Verified email at randalolson.com - Homepage
Title
Cited by
Cited by
Year
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
1572016
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
144*2016
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
1342018
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
1232013
TPOT: A tree-based pipeline optimization tool for automating machine learning
RS Olson, JH Moore
Automated Machine Learning, 151-160, 2019
1032019
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), 36, 2017
892017
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, 2017
872017
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
412015
Risk sensitivity as an evolutionary adaptation
A Hintze, RS Olson, C Adami, R Hertwig
Scientific Reports 5, 2015
402015
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
382015
Evolution of swarming behavior is shaped by how predators attack
RS Olson, DB Knoester, C Adami
Artificial Life 22 (3), 299-318, 2016
352016
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
342018
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
272013
A pilot characterization of the human chronobiome
C Skarke, NF Lahens, SD Rhoades, A Campbell, K Bittinger, A Bailey, ...
Scientific reports 7 (1), 1-12, 2017
232017
Markov brains: A technical introduction
A Hintze, JA Edlund, RS Olson, DB Knoester, J Schossau, L Albantakis, ...
arXiv preprint arXiv:1709.05601, 2017
212017
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, ...
PSB, 460-471, 2018
142018
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
132017
Exploring conditions that select for the evolution of cooperative group foraging
PB Haley, RS Olson, FC Dyer, C Adami
Proceedings of the Fourteenth International Conference on the Synthesis and …, 2014
112014
Evolutionary computation: the next major transition of artificial intelligence?
M Sipper, RS Olson, JH Moore
BioData mining 10 (1), 26, 2017
102017
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
102017
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