Randal S Olson

Randal S Olson

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Randal S Olson

Randal S Olson

Publications by authors named "Randal S Olson"

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16Publications

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How Computational Experiments Can Improve Our Understanding of the Genetic Architecture of Common Human Diseases.

Artif Life 2020 Feb 6:1-15. Epub 2020 Feb 6.

University of Pennsylvania, Institute for Biomedical Informatics, Perelman School of Medicine.

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http://dx.doi.org/10.1162/artl_a_00308DOI Listing
February 2020

Using Machine Learning on Home Health Care Assessments to Predict Fall Risk.

Stud Health Technol Inform 2019 Aug;264:684-688

NewCourtland Center for Transitions and Health, School of Nursing, University of Pennsylvania, Philadelphia, PA, USA.

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http://dx.doi.org/10.3233/SHTI190310DOI Listing
August 2019

Automated discovery of test statistics using genetic programming.

Genet Program Evolvable Mach 2019 Mar 10;20(1):127-137. Epub 2018 Oct 10.

Institute for Biomedical Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia PA 19104, USA.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6519943PMC
March 2019

Evolution of Swarming Behavior Is Shaped by How Predators Attack.

Artif Life 2016 3;22(3):299-318. Epub 2016 May 3.

Michigan State University.

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http://dx.doi.org/10.1162/ARTL_a_00206DOI Listing
October 2018

Benchmarking relief-based feature selection methods for bioinformatics data mining.

J Biomed Inform 2018 09 17;85:168-188. Epub 2018 Jul 17.

Institute for Biomedical Informatics, University of Pennsylvania, Philadelphia, PA 19104, USA. Electronic address:

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http://dx.doi.org/10.1016/j.jbi.2018.07.015DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6299838PMC
September 2018

Relief-based feature selection: Introduction and review.

J Biomed Inform 2018 09 18;85:189-203. Epub 2018 Jul 18.

Institute for Biomedical Informatics, University of Pennsylvania, Philadelphia, PA 19104, USA. Electronic address:

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http://dx.doi.org/10.1016/j.jbi.2018.07.014DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6299836PMC
September 2018

Data-driven advice for applying machine learning to bioinformatics problems.

Pac Symp Biocomput 2018 ;23:192-203

Institute for Biomedical Informatics, University of Pennsylvania Philadelphia, PA 19104, USA,

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5890912PMC
August 2018

A heuristic method for simulating open-data of arbitrary complexity that can be used to compare and evaluate machine learning methods.

Pac Symp Biocomput 2018 ;23:259-267

Institute for Biomedical Informatics, University of Pennsylvania, D202 Richards Building, 3700 Hamilton Walk, Philadelphia, PA 19104, USA,

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5728661PMC
August 2018

A Pilot Characterization of the Human Chronobiome.

Sci Rep 2017 12 7;7(1):17141. Epub 2017 Dec 7.

Department of Systems Pharmacology and Translational Therapeutics, at the University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA.

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http://dx.doi.org/10.1038/s41598-017-17362-6DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5719427PMC
December 2017

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

BioData Min 2017 11;10:36. Epub 2017 Dec 11.

Institute for Biomedical Informatics, University of Pennsylvania, 3700 Hamilton Walk, Philadelphia, 19104 PA USA.

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http://dx.doi.org/10.1186/s13040-017-0154-4DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5725843PMC
December 2017

Evolutionary computation: the next major transition of artificial intelligence?

BioData Min 2017 29;10:26. Epub 2017 Jul 29.

Institute for Biomedical Informatics, University of Pennsylvania, Philadelphia, 19104-6021 PA USA.

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http://dx.doi.org/10.1186/s13040-017-0147-3DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5534026PMC
July 2017

Exploring the evolution of a trade-off between vigilance and foraging in group-living organisms.

R Soc Open Sci 2015 Sep 16;2(9):150135. Epub 2015 Sep 16.

Department of Microbiology and Molecular Genetics , Michigan State University , East Lansing, MI 48824, USA ; BEACON Center for the Study of Evolution in Action , East Lansing, MI 48824, USA.

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http://dx.doi.org/10.1098/rsos.150135DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4593673PMC
September 2015

Risk sensitivity as an evolutionary adaptation.

Sci Rep 2015 Feb 4;5:8242. Epub 2015 Feb 4.

Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany.

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http://dx.doi.org/10.1038/srep08242DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4648446PMC
February 2015

Predator confusion is sufficient to evolve swarming behaviour.

J R Soc Interface 2013 Aug 5;10(85):20130305. Epub 2013 Jun 5.

Department of Computer Science and Engineering, Michigan State University, East Lansing, MI 48824, USA.

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http://dx.doi.org/10.1098/rsif.2013.0305DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4043163PMC
August 2013