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Machine-learning
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Mgr. Martin Pilát Ph.D.
Academic staff at Faculty of Mathematics and Physics
2 classes
56 publications
Class
class
Nature Inspired Algorithms
+1
NAIL115 |
Faculty of Mathematics and Physics
Publications
publication
Erratic server behavior detection using machine learning on streams of monitoring data
2020 |
Faculty of Mathematics and Physics
publication
Detection of Erratic Behavior in Load Balanced Clusters of Servers Using a Machine Learning Based Method
2019 |
Faculty of Mathematics and Physics
publication
Automatic Creation of Machine Learning Workflows with Strongly Typed Genetic Programming
2017 |
Faculty of Mathematics and Physics
publication
Multi-objective evolution of machine learning workflows
2017 |
Faculty of Mathematics and Physics
publication
Asynchronous Evolution of Data Mining Workflow Schemes by Strongly Typed Genetic Programming
2016 |
Faculty of Mathematics and Physics
publication
Generating workflow graphs using typed genetic programming
2015 |
Faculty of Mathematics and Physics
publication
Multi-Objective Genetic Programming for Dataset Similarity Induction
2015 |
Faculty of Mathematics and Physics
publication
Evolving Workflow Graphs Using Typed Genetic Programming
2015 |
Faculty of Mathematics and Physics
publication
Co-evolutionary genetic programming for dataset similarity induction
2015 |
Faculty of Mathematics and Physics
publication
Multiobjectivization for classifier parameter tuning
2013 |
Faculty of Mathematics and Physics
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