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2010 – 2019
- 2017
[j1]Tomás Kren, Martin Pilát
, Roman Neruda:
Automatic Creation of Machine Learning Workflows with Strongly Typed Genetic Programming. Int. J. Artif. Intell. Tools 26(5): 1760020:1-1760020:24 (2017)- [c8]Josef Moudrík, Tomás Kren, Roman Neruda:
Algorithm Discovery with Monte-Carlo Search: Controlling the Size. ICTAI 2017: 390-395 - [c7]Tomás Kren, Josef Moudrík, Roman Neruda:
Combining top-down and bottom-up approaches for automated discovery of typed programs. SSCI 2017: 1-8 - [c6]Tomás Kren, Martin Pilát, Roman Neruda:
Multi-objective evolution of machine learning workflows. SSCI 2017: 1-8 - 2016
- [c5]Martin Pilát, Tomás Kren, Roman Neruda:
Asynchronous Evolution of Data Mining Workflow Schemes by Strongly Typed Genetic Programming. ICTAI 2016: 577-584 - 2015
- [c4]Tomás Kren, Martin Pilát, Klára Pesková, Roman Neruda:
Generating Workflow Graphs Using Typed Genetic Programming. MetaSel@PKDD/ECML 2015: 108-109 - [c3]Tomás Kren, Roman Neruda:
A Dynamic Programming Approach to Individual Initialization in Genetic Programming. SMC 2015: 1752-1757 - 2014
- [c2]Tomás Kren, Roman Neruda:
Generating lambda term individuals in typed genetic programming using forgetful A∗. IEEE Congress on Evolutionary Computation 2014: 1847-1854 - [c1]Tomás Kren, Roman Neruda:
Utilization of reductions and abstraction elimination in typed genetic programming. GECCO 2014: 943-950
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