Jirí Kubalík

Orcid: 0000-0002-6965-6142

According to our database1, Jirí Kubalík authored at least 58 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
SymFormer: End-to-End Symbolic Regression Using Transformer-Based Architecture.
IEEE Access, 2024

2023
Neural Networks for Symbolic Regression.
CoRR, 2023

Toward Physically Plausible Data-Driven Models: A Novel Neural Network Approach to Symbolic Regression.
IEEE Access, 2023

2021
Multi-objective symbolic regression for physics-aware dynamic modeling.
Expert Syst. Appl., 2021

Symbolic Regression Methods for Reinforcement Learning.
IEEE Access, 2021

Selecting Informative Data Samples for Model Learning Through Symbolic Regression.
IEEE Access, 2021

Guiding Robot Model Construction with Prior Features.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

2020
Constructing parsimonious analytic models for dynamic systems via symbolic regression.
Appl. Soft Comput., 2020

Symbolic regression driven by training data and prior knowledge.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019
An Integrated Approach to Goal Selection in Mobile Robot Exploration.
Sensors, 2019

Symbolic Regression for Constructing Analytic Models in Reinforcement Learning.
CoRR, 2019

Plant Layout Optimization Using Evolutionary Algorithms.
Proceedings of the Industrial Applications of Holonic and Multi-Agent Systems, 2019

2018
Policy derivation methods for critic-only reinforcement learning in continuous spaces.
Eng. Appl. Artif. Intell., 2018

Reinforcement Learning with Symbolic Input-Output Models.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Data-driven Construction of Symbolic Process Models for Reinforcement Learning.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

2017
Enhanced Symbolic Regression Through Local Variable Transformations.
Proceedings of the 9th International Joint Conference on Computational Intelligence, 2017

2016
Hybrid Single Node Genetic Programming for Symbolic Regression.
Trans. Comput. Collect. Intell., 2016

Symbolic method for deriving policy in reinforcement learning.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015
An Improved Single Node Genetic Programming for Symbolic Regression.
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015

Selection Hyper-Heuristic Using a Portfolio of Derivative Heuristics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014
Generic Private Social Network for Knowledge Management.
Proceedings of the Web Information Systems Engineering - WISE 2014 Workshops, 2014

A novel evolutionary algorithm with indirect representation and extended nearest neighbor constructive procedure for solving routing problems.
Proceedings of the 14th International Conference on Intelligent Systems Design and Applications, 2014

2013
Analysis of Co-evolutionary Approach for Robotic Gait Generation.
Proceedings of the IJCCI 2013, 2013

Evolutionary hyperheuristic for capacitated vehicle routing problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Co-evolutionary Approach to Design of Robotic Gait.
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

2012
Experimental Comparison of Six Population-Based Algorithms for Continuous Black Box Optimization.
Evol. Comput., 2012

Hyper-Heuristic Based on Iterated Local Search Driven by Evolutionary Algorithm.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2012

Testing and Evaluating Software in a Social Network Creating Baseline Knowledge.
Proceedings of the Information Modelling and Knowledge Bases XXIV, 2012

Exploiting Potential of the Professional Social Network Portal "SitIT".
Proceedings of the New Trends in Databases and Information Systems, 2012

2011
Software project portfolio optimization with advanced multiobjective evolutionary algorithms.
Appl. Soft Comput., 2011

Context-sensitive refinements for stochastic optimisation algorithms in inductive logic programming.
Artif. Intell. Rev., 2011

Evolutionary-based iterative local search algorithm for the shortest common supersequence problem.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

SoSIReČR - IT professional social network.
Proceedings of the International Conference on Computational Aspects of Social Networks, 2011

2010
Clustering Methods for Agent Distribution Optimization.
IEEE Trans. Syst. Man Cybern. Part C, 2010

Comparison of cauchy EDA and pPOEMS algorithms on the BBOB noiseless testbed.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Solving the DNA fragment assembly problem efficiently using iterative optimization with evolved hypermutations.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Black-box optimization benchmarking of two variants of the POEMS algorithm on the noiseless testbed.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Efficient stochastic local search algorithm for solving the shortest common supersequence problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Multiobjective evolutionary algorithm for software project portfolio optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Context-sensitive refinements for stochasticoptimization algorithms in inductive logic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

2009
Grammatical Concept Representation for Randomised Optimisation Algorithms in Relational Learning.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Solving the Multiple Sequence Alignment Problem Using Prototype Optimization with Evolved Improvement Steps.
Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

Black-box optimization benchmarking of prototype optimization with evolved improvement steps for noiseless function testbed.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Solving the sorting network problem using iterative optimization with evolved hypermutations.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

2008
Multiobjective Prototype Optimization with Evolved Improvement Steps.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2008

2007
Optimizing Events Traffic in Event-based Systems by means of Evolutionary Algorithms.
Proceedings of the The Second International Conference on Availability, 2007

2006
A Selecto-recombinative Genetic Algorithm with Continuous Chromosome Reconfiguration.
Proceedings of the Parallel Problem Solving from Nature, 2006

Iterative Prototype Optimisation with Evolved Improvement Steps.
Proceedings of the Genetic Programming, 9th European Conference, 2006

Real-Parameter Optimization by Iterative Prototype Optimization with Evolved Improvement Steps.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Optimized model tuning in medical systems.
Comput. Methods Programs Biomed., 2005

Inducing Diverse Decision Forests with Genetic Programing.
Proceedings of the Genetic Programming, 8th European Conference, 2005

2004
Alarm Root Cause Detection System.
Proceedings of the Emerging Solutions for Future Manufacturing Systems, 2004

Application of Soft Computing Techniques to Classification of Licensed Subjects.
Proceedings of the Emerging Solutions for Future Manufacturing Systems, 2004

Application of Soft Computing Techniques to Rescue Operation Planning.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

2003
Grammatical Evolution with Bidirectional Representation.
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

2002
Genetic Algorithm with Limited Convergence.
Proceedings of the 6th Joint Conference on Information Science, 2002

Layout Problem Optimization Using Genetic Algorithms.
Proceedings of the Knowledge and Technology Integration in Production and Services: Balancing Knowledge in Product and Service Life Cycle, 2002

Optimized Model Tuning in Medical Systems.
Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 2002


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