Urbanowicz, Ryan J.
- Evaluation of a Tree-based Pipeline Optimization Tool for Automating\n Data Science
2016/03/20 by Randal S. Olson, Olson, Randal S., Nathan Bartley +5 · 16 citations
Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE)
- PMLB: A Large Benchmark Suite for Machine Learning Evaluation and Comparison
2017/03/01 by Olson, Randal S., La Cava, William, Orzechowski, Patryk +2 · 14 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Relief-Based Feature Selection: Introduction and Review
2017/11/22 by Urbanowicz, Ryan J., Meeker, Melissa, LaCava, William +2 · 3 citations
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Benchmarking Relief-Based Feature Selection Methods for Bioinformatics\n Data Mining
2017/11/22 by Ryan J. Urbanowicz, Randal S. Olson, Urbanowicz, Ryan J. +8 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Evolutionary Algorithms and Applications #Gene expression and cancer classification #Metaheuristic Optimization Algorithms Research
- Automating biomedical data science through tree-based pipeline\n optimization
2016/01/28 by Randal S. Olson, Ryan J. Urbanowicz, Olson, Randal S. +9 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Multi-Objective Optimization Algorithms #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Bioinformatics #Neural and Evolutionary Computing (cs.NE)