Jirí Kubalík

65 papers A* 1A 11B 9C 5Misc 1Journal 22Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression. GECCO Jirí Kubalík, Robert Babuska
2025	J	`jnl`	Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression. CoRR Jirí Kubalík, Robert Babuska
2025	J	`jnl`	Towards Resilient and Sustainable Global Industrial Systems: An Evolutionary-Based Approach. CoRR Václav Jirkovský, Jirí Kubalík, Petr Kadera, Arnd Schirrmann, Andreas Mitschke, Andreas Zindel
2024	J	`jnl`	SymFormer: End-to-End Symbolic Regression Using Transformer-Based Architecture. IEEE Access Martin Vastl, Jonas Kulhanek, Jirí Kubalík, Erik Derner, Robert Babuska
2023	J	`jnl`	Neural Networks for Symbolic Regression. CoRR Jirí Kubalík, Erik Derner, Robert Babuska
2023	J	`jnl`	Toward Physically Plausible Data-Driven Models: A Novel Neural Network Approach to Symbolic Regression. IEEE Access Jirí Kubalík, Erik Derner, Robert Babuska
2022	J	`jnl`	SymFormer: End-to-end symbolic regression using transformer-based architecture. CoRR Martin Vastl, Jonas Kulhanek, Jirí Kubalík, Erik Derner, Robert Babuska
2021	A	`conf`	Guiding Robot Model Construction with Prior Features. IROS Erik Derner, Jirí Kubalík, Robert Babuska
2021	J	`jnl`	Multi-objective symbolic regression for physics-aware dynamic modeling. Expert Syst. Appl. Jirí Kubalík, Erik Derner, Robert Babuska
2021	J	`jnl`	Selecting Informative Data Samples for Model Learning Through Symbolic Regression. IEEE Access Erik Derner, Jirí Kubalík, Robert Babuska
2021	J	`jnl`	Symbolic Regression Methods for Reinforcement Learning. IEEE Access Jirí Kubalík, Erik Derner, Jan Zegklitz, Robert Babuska
2020	J	`jnl`	An Integrated Approach to Goal Selection in Mobile Robot Exploration. CoRR Miroslav Kulich, Jirí Kubalík, Libor Preucil
2020	J	`jnl`	Constructing parsimonious analytic models for dynamic systems via symbolic regression. Appl. Soft Comput. Erik Derner, Jirí Kubalík, Nicola Ancona, Robert Babuska
2020	J	`jnl`	Symbolic Regression Driven by Training Data and Prior Knowledge. CoRR Jirí Kubalík, Erik Derner, Robert Babuska
2020	A	`conf`	Symbolic regression driven by training data and prior knowledge. GECCO Jirí Kubalík, Erik Derner, Robert Babuska
2019	J	`jnl`	An Integrated Approach to Goal Selection in Mobile Robot Exploration. Sensors Miroslav Kulich, Jirí Kubalík, Libor Preucil
2019	—	`conf`	Plant Layout Optimization Using Evolutionary Algorithms. HoloMAS Jirí Kubalík, Petr Kadera, Václav Jirkovský, Lukás Kurilla, Simon Prokop
2019	J	`jnl`	Symbolic Regression Methods for Reinforcement Learning. CoRR Jirí Kubalík, Jan Zegklitz, Erik Derner, Robert Babuska
2019	J	`jnl`	Symbolic Regression for Constructing Analytic Models in Reinforcement Learning. CoRR Erik Derner, Jirí Kubalík, Nicola Ancona, Robert Babuska
2018	A*	`conf`	Data-driven Construction of Symbolic Process Models for Reinforcement Learning. ICRA Erik Derner, Jirí Kubalík, Robert Babuska
2018	J	`jnl`	Policy derivation methods for critic-only reinforcement learning in continuous spaces. Eng. Appl. Artif. Intell. Eduard Alibekov, Jirí Kubalík, Robert Babuska
2018	A	`conf`	Reinforcement Learning with Symbolic Input-Output Models. IROS Erik Derner, Jirí Kubalík, Robert Babuska
2017	C	`conf`	Enhanced Symbolic Regression Through Local Variable Transformations. IJCCI Jirí Kubalík, Erik Derner, Robert Babuska
2016	J	`jnl`	Hybrid Single Node Genetic Programming for Symbolic Regression. Trans. Comput. Collect. Intell. Jirí Kubalík, Eduard Alibekov, Jan Zegklitz, Robert Babuska
2016	—	`conf`	Symbolic method for deriving policy in reinforcement learning. CDC Eduard Alibekov, Jirí Kubalík, Robert Babuska
2015	—	`conf`	An Improved Single Node Genetic Programming for Symbolic Regression. IJCCI (ECTA) Jirí Kubalík, Robert Babuska
2015	—	`conf`	Selection Hyper-Heuristic Using a Portfolio of Derivative Heuristics. GECCO (Companion) Frantisek Hruska, Jirí Kubalík
2014	C	`conf`	A novel evolutionary algorithm with indirect representation and extended nearest neighbor constructive procedure for solving routing problems. ISDA Jirí Kubalík, Michal Snizek
2014	—	`conf`	Generic Private Social Network for Knowledge Management. WISE Workshops Jirí Kubalík, Jaroslav Pokorný, Martin Víta, Peter Vojtás
2013	C	`conf`	Analysis of Co-evolutionary Approach for Robotic Gait Generation. IJCCI Ján Cerný, Jirí Kubalík
2013	B	`conf`	Co-evolutionary Approach to Design of Robotic Gait. EvoApplications Ján Cerný, Jirí Kubalík
2013	—	`conf`	Evolutionary hyperheuristic for capacitated vehicle routing problem. GECCO (Companion) Jaromír Mlejnek, Jirí Kubalík
2012	J	`jnl`	Experimental Comparison of Six Population-Based Algorithms for Continuous Black Box Optimization. Evol. Comput. Petr Posík, Jirí Kubalík
2012	—	`conf`	Exploiting Potential of the Professional Social Network Portal "SitIT". ADBIS Workshops Kamil Matousek, Jirí Kubalík, Martin Necaský, Peter Vojtás
2012	B	`conf`	Hyper-Heuristic Based on Iterated Local Search Driven by Evolutionary Algorithm. EvoCOP Jirí Kubalík
2012	C	`conf`	Testing and Evaluating Software in a Social Network Creating Baseline Knowledge. EJC Michal Kopecky, Jaroslav Pokorný, Peter Vojtás, Jirí Kubalík, Kamil Matousek, Milos Maryska, Ota Novotný, Ladislav Peska
2011	J	`jnl`	Context-sensitive refinements for stochastic optimisation algorithms in inductive logic programming. Artif. Intell. Rev. Petr Buryan, Jirí Kubalík
2011	A	`conf`	Evolutionary-based iterative local search algorithm for the shortest common supersequence problem. GECCO Jirí Kubalík
2011	—	`conf`	SoSIReČR - IT professional social network. CASoN Peter Vojtás, Jaroslav Pokorný, Martin Necaský, Tomás Skopal, Kamil Matousek, Jirí Kubalík, Ota Novotný, Milos Maryska
2011	J	`jnl`	Software project portfolio optimization with advanced multiobjective evolutionary algorithms. Appl. Soft Comput. Thomas Kremmel, Jirí Kubalík, Stefan Biffl
2010	—	`conf`	Black-box optimization benchmarking of two variants of the POEMS algorithm on the noiseless testbed. GECCO (Companion) Jirí Kubalík
2010	J	`jnl`	Clustering Methods for Agent Distribution Optimization. IEEE Trans. Syst. Man Cybern. Part C Jirí Kubalík, Pavel Tichý, Radek Sindelár, Raymond J. Staron
2010	—	`conf`	Comparison of cauchy EDA and pPOEMS algorithms on the BBOB noiseless testbed. GECCO (Companion) Petr Posík, Jirí Kubalík
2010	A	`conf`	Context-sensitive refinements for stochasticoptimization algorithms in inductive logic programming. GECCO Petr Buryan, Jirí Kubalík
2010	A	`conf`	Efficient stochastic local search algorithm for solving the shortest common supersequence problem. GECCO Jirí Kubalík
2010	A	`conf`	Multiobjective evolutionary algorithm for software project portfolio optimization. GECCO Thomas Kremmel, Jirí Kubalík, Stefan Biffl
2010	A	`conf`	Solving the DNA fragment assembly problem efficiently using iterative optimization with evolved hypermutations. GECCO Jirí Kubalík, Petr Buryan, Libor Wagner
2009	—	`conf`	Black-box optimization benchmarking of prototype optimization with evolved improvement steps for noiseless function testbed. GECCO (Companion) Jirí Kubalík
2009	C	`conf`	Grammatical Concept Representation for Randomised Optimisation Algorithms in Relational Learning. ISDA Petr Buryan, Jirí Kubalík, Katsumi Inoue
2009	—	`conf`	Solving the Multiple Sequence Alignment Problem Using Prototype Optimization with Evolved Improvement Steps. ICANNGA Jirí Kubalík
2009	A	`conf`	Solving the sorting network problem using iterative optimization with evolved hypermutations. GECCO Jirí Kubalík
2008	B	`conf`	Multiobjective Prototype Optimization with Evolved Improvement Steps. EvoCOP Jirí Kubalík, Richard Mordinyi, Stefan Biffl
2007	B	`conf`	Optimizing Events Traffic in Event-based Systems by means of Evolutionary Algorithms. ARES Jirí Kubalík, Richard Mordinyi
2006	A	`conf`	A Selecto-recombinative Genetic Algorithm with Continuous Chromosome Reconfiguration. PPSN Jirí Kubalík, Petr Posík, Jan Herold
2006	B	`conf`	Iterative Prototype Optimisation with Evolved Improvement Steps. EuroGP Jirí Kubalík, Jan Faigl
2006	B	`conf`	Real-Parameter Optimization by Iterative Prototype Optimization with Evolved Improvement Steps. IEEE Congress on Evolutionary Computation Jirí Kubalík
2005	B	`conf`	Inducing Diverse Decision Forests with Genetic Programing. EuroGP Jan Suchý, Jirí Kubalík
2005	J	`jnl`	Optimized model tuning in medical systems. Comput. Methods Programs Biomed. Jirí Kléma, Jirí Kubalík, Lenka Lhotská
2004	—	`conf`	Alarm Root Cause Detection System. BASYS Milan Rollo, Petr Novák, Jirí Kubalík, Michal Pechoucek
2004	—	`conf`	Application of Soft Computing Techniques to Classification of Licensed Subjects. BASYS Jirí Kubalík, Marcel Jirina, Oldrich Starý, Lenka Lhotská, Jan Suchý
2004	Misc	`conf`	Application of Soft Computing Techniques to Rescue Operation Planning. ICAISC Jirí Kubalík, Jirí Kléma, Miroslav Kulich
2003	B	`conf`	Grammatical Evolution with Bidirectional Representation. EuroGP Jirí Kubalík, Jan Koutník, Léon J. M. Rothkrantz
2002	—	`conf`	Genetic Algorithm with Limited Convergence. JCIS Jirí Kubalík, Léon J. M. Rothkrantz, Jirí Lazanský
2002	—	`conf`	Layout Problem Optimization Using Genetic Algorithms. BASYS Jirí Kubalík, Jirí Lazanský, Petr Zikl
2002	B	`conf`	Optimized Model Tuning in Medical Systems. CBMS Jirí Kléma, Jirí Kubalík, Jiri Palous