Randal S. Olson

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	Toate	Din 2020
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Jason H. MooreChair, Department of Computational Biomedicine, Cedars-Sinai Medical Center, Los Angeles, CAAdresă de e-mail confirmată pe csmc.edu
Ryan J UrbanowiczCedars Sinai Medical CenterAdresă de e-mail confirmată pe cshs.org
Christoph AdamiProfessor of Microbiology, Genetics & Immunology, Physics & Astronomy, Michigan State UniversityAdresă de e-mail confirmată pe msu.edu
William G. La CavaHarvard, Boston Children's HospitalAdresă de e-mail confirmată pe childrens.harvard.edu
Arend HintzeDalarna UniversityAdresă de e-mail confirmată pe du.se
Melissa A MeekerMassachusetts General Hospital, Department of Emergency MedicineAdresă de e-mail confirmată pe mgh.harvard.edu
Fred C DyerProfessor of Integrative BiologyAdresă de e-mail confirmată pe msu.edu
David B. KnoesterAmazon.comAdresă de e-mail confirmată pe amazon.com
Patryk OrzechowskiUniversity of Pennsylvania | AGH USTAdresă de e-mail confirmată pe upenn.edu
Moshe SipperBen-Gurion UniversityAdresă de e-mail confirmată pe bgu.ac.il
Ralph HertwigMax Planck Institute for Human DevelopmentAdresă de e-mail confirmată pe mpib-berlin.mpg.de
Joaquin VanschorenEindhoven University of TechnologyAdresă de e-mail confirmată pe tue.nl
Yong ChenProfessor of Biostatistics, The University of PennsylvaniaAdresă de e-mail confirmată pe upenn.edu
Zachary P. NealProfessor, Michigan State UniversityAdresă de e-mail confirmată pe msu.edu
Leigh Sheneman, Ph.D.Adresă de e-mail confirmată pe proquest.com
Jory Schossau, Ph.D.Michigan State UniversityAdresă de e-mail confirmată pe msu.edu
Clifford BohmGrad Student, Michigan State UniversityAdresă de e-mail confirmată pe msu.edu
Pieter GijsbersEindhoven University of TechnologyAdresă de e-mail confirmată pe tue.nl
Alena OrlenkoDepartment of Computational Biomedicine, Cedars-Sinai Medical CenterAdresă de e-mail confirmată pe cshs.org
Matthew K. Breitenstein, Ph.D., M.S.Adresă de e-mail confirmată pe pm.me

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Randal S. Olson

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Artificial Intelligence Evolutionary Computation Machine Learning Neuroevolution Artificial Life


Titlu Sortați după descrierea bibliografică Sortați după an Sortați după titlu	Citat de Citat de	Anul
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	1344	2018
TPOT: A Tree-Based Pipeline Optimization Tool for Automating Machine Learning RS Olson, JH Moore Automated Machine Learning: Methods, Systems, Challenges, 151, 2019	889	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	770	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	472*	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	458	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	346	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	287	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	221	2013
Risk sensitivity as an evolutionary adaptation A Hintze, RS Olson, C Adami, R Hertwig Scientific Reports 5, 2015	102	2015
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	92	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	91	2017
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	83	2015
Markov brains: A technical introduction A Hintze, JA Edlund, RS Olson, DB Knoester, J Schossau, L Albantakis, ... arXiv preprint arXiv:1709.05601, 2017	58	2017
Evolution of swarming behavior is shaped by how predators attack RS Olson, DB Knoester, C Adami Artificial Life 22 (3), 299-318, 2016	57	2016
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	53	2022
Layered TPOT: Speeding up tree-based pipeline optimization P Gijsbers, J Vanschoren, RS Olson arXiv preprint arXiv:1801.06007, 2018	45	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	43	2018
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	36	2017
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	35	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	32	2013

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