Tomás Kren

Publication Activity (10 Years)

Years Active: 2014-2017
Publications (10 Years): 7

Top Topics

Automated Discovery

Genetic Programming

Top Venues

MetaSel@PKDD/ECML

IEEE Congress on Evolutionary Computation

Publications

Josef Moudrík, Tomás Kren, Roman Neruda
Algorithm Discovery with Monte-Carlo Search: Controlling the Size. ICTAI (2017)
Tomás Kren, Josef Moudrík, Roman Neruda
Combining top-down and bottom-up approaches for automated discovery of typed programs. SSCI (2017)
Tomás Kren, Martin Pilát, Roman Neruda
Automatic Creation of Machine Learning Workflows with Strongly Typed Genetic Programming. Int. J. Artif. Intell. Tools 26 (5) (2017)
Tomás Kren, Martin Pilát, Roman Neruda
Multi-objective evolution of machine learning workflows. SSCI (2017)
Martin Pilát, Tomás Kren, Roman Neruda
Asynchronous Evolution of Data Mining Workflow Schemes by Strongly Typed Genetic Programming. ICTAI (2016)
Tomás Kren, Roman Neruda
A Dynamic Programming Approach to Individual Initialization in Genetic Programming. SMC (2015)
Tomás Kren, Martin Pilát, Klára Pesková, Roman Neruda
Generating Workflow Graphs Using Typed Genetic Programming. MetaSel@PKDD/ECML (2015)
Tomás Kren, Roman Neruda
Generating lambda term individuals in typed genetic programming using forgetful A∗. IEEE Congress on Evolutionary Computation (2014)
Tomás Kren, Roman Neruda
Utilization of reductions and abstraction elimination in typed genetic programming. GECCO (2014)