Roman Neruda
Orcid: 0000-0003-2364-5357
According to our database1,
Roman Neruda
authored at least 134 papers
between 1995 and 2024.
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On csauthors.net:
Bibliography
2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
Proceedings of the Fuzzy Information Processing 2023, 2023
2022
Proceedings of the Computational Intelligence Methodologies Applied to Sustainable Development Goals, 2022
An Experimental Study on Fuzzy Markov Chains Under M<sub>n</sub> Generalized Mean Relation.
Proceedings of the Applications of Fuzzy Techniques, 2022
Using a Deep Neural Network in a Relative Risk Model to Estimate Vaccination Protection for COVID-19.
Proceedings of the Engineering Applications of Neural Networks, 2022
2021
Proceedings of the 21st Conference Information Technologies, 2021
Automated Machine Learning Strategies to Damage Identification of Neurofibromatosis Mutations.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021
2020
Neural Networks, 2020
Genens: An AutoML System for Ensemble Optimization Based on Developmental Genetic Programming.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Black-box Evolutionary Search for Adversarial Examples against Deep Image Classifiers in Non-Targeted Attacks.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Proceedings of the Artificial Intelligence and Soft Computing, 2020
On the relationship between the centroid and the footprint of uncertainty of Interval Type-2 fuzzy numbers.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
2019
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2019
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
2018
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Proceedings of the 18th Conference Information Technologies, 2018
Proceedings of the Artificial Intelligence and Soft Computing, 2018
2017
Automatic Creation of Machine Learning Workflows with Strongly Typed Genetic Programming.
Int. J. Artif. Intell. Tools, 2017
Proceedings of the Applied Computer Sciences in Engineering, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Combining top-down and bottom-up approaches for automated discovery of typed programs.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 17th Conference on Information Technologies, 2017
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017
Proceedings of the 13th International Conference on Natural Computation, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017
2016
Proceedings of the Applied Computer Sciences in Engineering, 2016
Proceedings of the Theory and Practice of Natural Computing - 5th International Conference, 2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Evolutionary generation of adversarial examples for deep and shallow machine learning models.
Proceedings of the The 3rd Multidisciplinary International Social Networks Conference on SocialInformatics 2016, 2016
Proceedings of the 16th ITAT Conference Information Technologies, 2016
Asynchronous Evolution of Data Mining Workflow Schemes by Strongly Typed Genetic Programming.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016
2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), 2015
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015
Proceedings of the Artificial Intelligence and Soft Computing, 2015
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Proceedings of the 2015 IEEE Conference on Computational Intelligence and Games, 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2014
Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the International Workshop on Meta-learning and Algorithm Selection co-located with 21st European Conference on Artificial Intelligence, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014
The effect of different local search algorithms on the performance of multi-objective optimizers.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Proceedings of the Agents and Data Mining Interaction - 10th International Workshop, 2014
2013
Aggregate meta-models for evolutionary multiobjective and many-objective optimization.
Neurocomputing, 2013
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
Multi-objectivization and Surrogate Modelling for Neural Network Hyper-parameters Tuning.
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2013
Using Genetic Programming to Estimate Performance of Computational Intelligence Models.
Proceedings of the Adaptive and Natural Computing Algorithms, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the 27th International Conference on Advanced Information Networking and Applications Workshops, 2013
2012
Proceedings of the Software Agents, Agent Systems and Their Applications, 2012
Proceedings of the Foundations of Intelligent Systems - 20th International Symposium, 2012
A Surrogate Based Multiobjective Evolution Strategy with Different Models for Local Search and Pre-selection.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Combining Parameter Space Search and Meta-learning for Data-Dependent Computational Agent Recommendation.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Proceedings of the Intelligent Computing Theories and Applications, 2012
A Novel Meta Learning System and Its Application to Optimization of Computing Agents' Results.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2012
A surrogate multiobjective evolutionary strategy with local search and pre-selection.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Proceedings of the Agents and Data Mining Interaction - 8th International Workshop, 2012
2011
Proceedings of the IEEE International Conference on Systems, 2011
Proceedings of the MEDES '11: International ACM Conference on Management of Emergent Digital EcoSystems, 2011
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011
Implementation of Parameter Space Search for Meta Learning in a Data-Mining Multi-agent System.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011
Proceedings of the Bio-Inspired Computing and Applications, 2011
Proceedings of the Adaptive and Natural Computing Algorithms, 2011
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011
Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
2010
Comparison of behavior-based and planning techniques on the small robot maze exploration problem.
Neural Networks, 2010
Proceedings of the MEDES '10: International ACM Conference on Management of Emergent Digital EcoSystems, 2010
Proceedings of the Advances in Neural Networks, 2010
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2010
Proceedings of the Artifical Intelligence and Soft Computing, 2010
Proceedings of the Advances in Information Technology - 4th International Conference, 2010
Combining multiobjective and single-objective genetic algorithms in heterogeneous island model.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Proceedings of the Software Engineering, 2009
Int. J. Agent Oriented Softw. Eng., 2009
Proceedings of the Conference on Theory and Practice of Information Technologies, 2009
Proceedings of the ICTAI 2009, 2009
2008
Proceedings of the Service-Oriented Computing: Agents, 2008
Ontology-based and Evolutionary Search for Computational Agents Schemes.
Proceedings of the Twentieth International Conference on Software Engineering & Knowledge Engineering (SEKE'2008), 2008
Proceedings of the Conference on Theory and Practice of Information Technologies, 2008
Proceedings of the Advances in Neural Networks, 2008
Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008
Rule-Based Analysis of Behaviour Learned by Evolutionary and Reinforcement Algorithms.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008
Proceedings of the 10th International Conference on Control, 2008
Comparison of RBF Network Learning and Reinforcement Learning on the Maze Exploration Problem.
Proceedings of the Artificial Neural Networks, 2008
Proceedings of the Artificial Neural Networks, 2008
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008
Evolutionary Learning and Behavior Analysis of the Autonomous Robot Neuro-Controller.
Proceedings of the 2008 International Conference on Genetic and Evolutionary Methods, 2008
Proceedings of the ECOWS 2008, 2008
2007
Proceedings of the 18th International Workshop on Database and Expert Systems Applications (DEXA 2007), 2007
Hybrid evolutionary algorithm for multilayer perceptron networkswith competitive performance.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2006
Proceedings of the Knowledge Science, 2006
Proceedings of the Computational Intelligence, 2006
Proceedings of the Artificial Neural Networks, 2006
Proceedings of the 2006 International Symposium on Collaborative Technologies and Systems, 2006
Implementing GP on Optimizing both Boolean and Extended Boolean Queries in IR and Fuzzy IR systems with Respect to the Users Profiles.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
Future Gener. Comput. Syst., 2005
Proceedings of the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2005
2004
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004), 2004
Proceedings of the Deterministic and Statistical Methods in Machine Learning, 2004
2003
Building Hybrid Soft Computing Agents.
Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence, 2003
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 2003
2002
Proceedings of the Computational Science - ICCS 2002, 2002
Proceedings of the Computational Science - ICCS 2002, 2002
2001
Agents that Make Hybrid AI Models.
Proceedings of the World Multiconference on Systemics, Cybernetics and Informatics, 2001
Proceedings of the Computational Science - ICCS 2001, 2001
Proceedings of the Computational Science - ICCS 2001, 2001
2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
1999
Utilizing unique parametrization property in approximate genetic learning of feed-forward networks.
Proceedings of the International Joint Conference Neural Networks, 1999
1997
Proceedings of the SOFSEM '97: Theory and Practice of Informatics, 1997
Proceedings of the 9th International Conference on Tools with Artificial Intelligence, 1997
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1997
1995
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 1995