Randal S. Olson

According to our database1, Randal S. Olson authored at least 35 papers between 2012 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2019
Automated discovery of test statistics using genetic programming.
Genetic Programming and Evolvable Machines, 2019

Using Machine Learning on Home Health Care Assessments to Predict Fall Risk.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Discovering test statistics using genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

TPOT: A Tree-Based Pipeline Optimization Tool for Automating Machine Learning.
Proceedings of the Automated Machine Learning - Methods, Systems, Challenges, 2019

2018
Benchmarking relief-based feature selection methods for bioinformatics data mining.
Journal of Biomedical Informatics, 2018

Relief-based feature selection: Introduction and review.
Journal of Biomedical Informatics, 2018

Considerations for automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure.
Proceedings of the Biocomputing 2018: Proceedings of the Pacific Symposium, 2018

Data-driven advice for applying machine learning to bioinformatics problems.
Proceedings of the Biocomputing 2018: Proceedings of the Pacific Symposium, 2018

A heuristic method for simulating open-data of arbitrary complexity that can be used to compare and evaluate machine learning methods.
Proceedings of the Biocomputing 2018: Proceedings of the Pacific Symposium, 2018

2017
Benchmarking Relief-Based Feature Selection Methods.
CoRR, 2017

Markov Brains: A Technical Introduction.
CoRR, 2017

A System for Accessible Artificial Intelligence.
CoRR, 2017

Evolutionary computation: the next major transition of artificial intelligence?
BioData Mining, 2017

PMLB: a large benchmark suite for machine learning evaluation and comparison.
BioData Mining, 2017

Grid-based stochastic search for hierarchical gene-gene interactions in population-based genetic studies of common human diseases.
BioData Mining, 2017

Layered TPOT: Speeding up Tree-based Pipeline Optimization.
Proceedings of the International Workshop on Automatic Selection, 2017

A System for Accessible Artificial Intelligence.
Proceedings of the Genetic Programming Theory and Practice XV, 2017

Toward the automated analysis of complex diseases in genome-wide association studies using genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016
Exploring the coevolution of predator and prey morphology and behavior.
CoRR, 2016

Evolution of Swarming Behavior Is Shaped by How Predators Attack.
Artificial Life, 2016

Pareto Inspired Multi-objective Rule Fitness for Noise-Adaptive Rule-Based Machine Learning.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Evolution of Active Categorical Image Classification via Saccadic Eye Movement.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

TPOT: A Tree-based Pipeline Optimization Tool for Automating Machine Learning.
Proceedings of the 2016 Workshop on Automatic Machine Learning, 2016

Identifying and Harnessing the Building Blocks of Machine Learning Pipelines for Sensible Initialization of a Data Science Automation Tool.
Proceedings of the Genetic Programming Theory and Practice XIV, 2016

Pareto Inspired Multi-objective Rule Fitness for Adaptive Rule-based Machine Learning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Automating Biomedical Data Science Through Tree-Based Pipeline Optimization.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

Orthogonally Evolved AI to Improve Difficulty Adjustment in Video Games.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

2015
Navigating the massive world of reddit: using backbone networks to map user interests in social media.
PeerJ Computer Science, 2015

Evolving an optimal group size in groups of prey under predation.
Proceedings of the Thirteenth European Conference Artificial Life, 2015

2014
Exploring the evolution of a trade-off between vigilance and foraging in group-living organisms.
CoRR, 2014

2013
Risk aversion as an evolutionary adaptation.
CoRR, 2013

Critical interplay between density-dependent predation and evolution of the selfish herd.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Evolved digital ecosystems: Dynamic steady state, not optimal fixed point.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

2012
Predator confusion is sufficient to evolve swarming behavior.
CoRR, 2012


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