Jacek Mandziuk
Orcid: 0000-0003-0947-028X
According to our database1,
Jacek Mandziuk
authored at least 157 papers
between 1992 and 2024.
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Bibliography
2024
An interpretable neural network for robustly determining the location and number of cluster centers.
Int. J. Mach. Learn. Cybern., April, 2024
IEEE Trans. Neural Networks Learn. Syst., February, 2024
Embedded feature selection approach based on TSK fuzzy system with sparse rule base for high-dimensional classification problems.
Knowl. Based Syst., 2024
Eng. Appl. Artif. Intell., 2024
Predicting optical parameters of nanostructured optical fibers using machine learning algorithms.
Eng. Appl. Artif. Intell., 2024
Reasoning Limitations of Multimodal Large Language Models. A case study of Bongard Problems.
CoRR, 2024
CoRR, 2024
CoRR, 2024
Proceedings of the IEEE Congress on Evolutionary Computation, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Expert Syst. Appl., November, 2023
Duel-based neuroevolutionary method for Stackelberg Security Games with boundedly rational Attacker.
Appl. Soft Comput., October, 2023
Inf. Fusion, May, 2023
J. Comput. Sci., March, 2023
Artif. Intell. Rev., March, 2023
Artif. Intell. Rev., March, 2023
J. Artif. Intell. Soft Comput. Res., 2023
Inf. Fusion, 2023
CoRR, 2023
Proceedings of the Neural Information Processing - 30th International Conference, 2023
Proceedings of the Artificial Intelligence and Soft Computing, 2023
A Filter-Based Feature Selection and Ranking Approach to Enhance Genetic Programming for High-Dimensional Data Analysis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Spike-Timing-Dependent Plasticity With Activation-Dependent Scaling for Receptive Fields Development.
IEEE Trans. Neural Networks Learn. Syst., 2022
CoRR, 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices.
CoRR, 2022
Appl. Soft Comput., 2022
Appl. Soft Comput., 2022
Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
StatMix: Data Augmentation Method that Relies on Image Statistics in Federated Learning.
Proceedings of the Neural Information Processing - 29th International Conference, 2022
Proceedings of the Neural Information Processing - 29th International Conference, 2022
Proceedings of the Computational Science - ICCS 2022, 2022
Proceedings of the Computational Science - ICCS 2022, 2022
Proceedings of the Artificial Intelligence and Soft Computing, 2022
Proceedings of the Artificial Intelligence and Soft Computing, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
Conference Report on 2021 IEEE Congress on Evolutionary Computation (IEEE CEC 2021) [Conference Reports].
IEEE Comput. Intell. Mag., 2021
Appl. Soft Comput., 2021
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021
2020
A Particle Swarm Optimization hyper-heuristic for the Dynamic Vehicle Routing Problem.
CoRR, 2020
A Committee of Convolutional Neural Networks for Image Classication in the Concurrent Presence of Feature and Label Noise.
CoRR, 2020
Generalized Self-Adapting Particle Swarm Optimization algorithm with archive of samples.
CoRR, 2020
A Committee of Convolutional Neural Networks for Image Classification in the Concurrent Presence of Feature and Label Noise.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020
Double-Oracle Sampling Method for Stackelberg Equilibrium Approximation in General-Sum Extensive-Form Games.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
New Shades of the Vehicle Routing Problem: Emerging Problem Formulations and Computational Intelligence Solution Methods.
IEEE Trans. Emerg. Top. Comput. Intell., 2019
A metaheuristic approach to solve Dynamic Vehicle Routing Problem in continuous search space.
Swarm Evol. Comput., 2019
A Monte Carlo Tree Search approach to finding efficient patrolling schemes on graphs.
Eur. J. Oper. Res., 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Stackelberg Equilibrium Approximation in General-Sum Extensive-Form Games with Double-Oracle Sampling Method.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Addressing expensive multi-objective games with postponed preference articulation via memetic co-evolution.
Knowl. Based Syst., 2018
Applying hybrid Monte Carlo Tree Search methods to Risk-Aware Project Scheduling Problem.
Inf. Sci., 2018
Proceedings of the Neural Information Processing - 25th International Conference, 2018
Proceedings of the Advances in Data Analysis with Computational Intelligence Methods, 2018
2017
IEEE Trans. Neural Networks Learn. Syst., 2017
IEEE Syst. J., 2017
The impact of particular components of the PSO-based algorithm solving the Dynamic Vehicle Routing Problem.
Appl. Soft Comput., 2017
A TCART-M - Tuned CARTesian-based error function for multilabel classification with the MLP.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the Artificial Intelligence and Soft Computing, 2017
The Impact of the Number of Averaged Attacker's Strategies on the Results Quality in Mixed-UCT.
Proceedings of the Artificial Intelligence and Soft Computing, 2017
2016
A Hybrid Approach to Parallelization of Monte Carlo Tree Search in General Game Playing.
Proceedings of the Challenging Problems and Solutions in Intelligent Systems, 2016
IEEE Trans. Comput. Intell. AI Games, 2016
J. Log. Comput., 2016
Appl. Soft Comput., 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Proceedings of the Artificial Intelligence and Soft Computing, 2015
Proceedings of the Artificial Intelligence and Soft Computing, 2015
2014
IEEE Trans. Comput. Intell. AI Games, 2014
IEEE Trans. Comput. Intell. AI Games, 2014
Proceedings of the Intelligent Systems'2014, 2014
Proceedings of the Artificial Intelligence Applications and Innovations, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Human-like Intelligence, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Human-like Intelligence, 2014
Proceedings of the 2014 IEEE Conference on Computational Intelligence and Games, 2014
2013
Application of Particle Swarm Optimization Algorithm to Dynamic Vehicle Routing Problem.
Proceedings of the Artificial Intelligence and Soft Computing, 2013
Proceedings of the 2013 IEEE Symposium on Computational Intelligence for Human-like Intelligence, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Proceedings of the SOFSEM 2012: Theory and Practice of Computer Science, 2012
Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Bandwidth Selection in Kernel Density Estimators for Multiple-Resolution Classification.
Proceedings of the Artificial Intelligence and Soft Computing, 2012
Proceedings of the Artificial Intelligence and Soft Computing, 2012
2011
Connect. Sci., 2011
Multigame Playing by Means of UCT Enhanced with Automatically Generated Evaluation Functions.
Proceedings of the Artificial General Intelligence - 4th International Conference, 2011
2010
Studies in Computational Intelligence 276, Springer, ISBN: 978-3-642-11677-3, 2010
The <i>Layered Learning</i> Method and Its Application to Generation of Evaluation Functions for the Game of Checkers.
Proceedings of the Parallel Problem Solving from Nature, 2010
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010
Proceedings of the Artifical Intelligence and Soft Computing, 2010
2009
IEEE Trans. Neural Networks, 2009
"Dead" Chromosomes and Their Elimination in the Neuro-Genetic Stock Index Prediction System.
Proceedings of the Neural Information Processing, 16th International Conference, 2009
Proceedings of the Artificial Neural Networks, 2009
Proceedings of the Artificial Neural Networks, 2009
Neural networks compete with expert human players in solving the Double Dummy Bridge Problem.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence and Games, 2009
2008
Feature Selection Based on the Rough Set Theory and Expectation-Maximization Clustering Algorithm.
Proceedings of the Rough Sets and Current Trends in Computing, 2008
Proceedings of the Parallel Problem Solving from Nature, 2008
Some thoughts on using Computational Intelligence methods in classical mind board games.
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the Artificial Neural Networks, 2008
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008
2007
Proceedings of the Challenges for Computational Intelligence, 2007
Expert Syst. J. Knowl. Eng., 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007
Example-based Estimation of Hand's Strength in the Game of Bridge with or without Using Explicit Human Knowledge.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2007
2006
Proceedings of the Artificial Neural Networks, 2006
Proceedings of the Artificial Intelligence and Soft Computing, 2006
2005
Neural and Fuzzy Neural Networks in Prediction of Natural Gas Consumption.
Neural Parallel Sci. Comput., 2005
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005
2004
Alpha-Beta Search Enhancements with a Real-Value Game-State Evaluation Function.
J. Int. Comput. Games Assoc., 2004
Proceedings of the Neural Information Processing, 11th International Conference, 2004
Proceedings of the Artificial Intelligence and Soft Computing, 2004
Proceedings of the Artificial Intelligence and Soft Computing, 2004
Proceedings of the Artificial Intelligence and Soft Computing, 2004
2003
Proceedings of the NNSP 2003, 2003
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 2003
2002
Incremental class learning approach and its application to handwritten digit recognition.
Inf. Sci., 2002
Chaotic Time Series Prediction with Neural Networks - Comparison of Several Architectures.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002
2000
Optimization with the Hopfield network based on correlated noises: Experimental approach.
Neurocomputing, 2000
1999
Improvement of Hopfield associative memory by contour enhancement in library patterns.
Neural Parallel Sci. Comput., 1999
Proceedings of the International Joint Conference Neural Networks, 1999
1998
Experimental Study of Perceptron-Type Local Learning Rule for Hopfield Associative Memory.
Inf. Sci., 1998
1997
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
1995
Biol. Cybern., 1995
1992