Adam Żychowski

Most-cited papers

A memetic approach to vehicle routing problem with dynamic requests
J. Mańdziuk, Adam Żychowski
2016Applied Soft Computing64 citations Open access
Semantic Scholar
DeepIQ: A Human-Inspired AI System for Solving IQ Test Problems
J. Mańdziuk, Adam Żychowski
2019IEEE International Joint Conference on Neural Network34 citations
Semantic Scholar
A Memetic Approach for Sequential Security Games on a Plane with Moving Targets
Jan Karwowski, J. Mańdziuk, Adam Żychowski, Filip Grajek +1 more
2019AAAI Conference on Artificial Intelligence18 citations Open access
Semantic Scholar
Addressing Expensive Multi-objective Games with Postponed Preference Articulation via Memetic Co-evolution
Adam Żychowski, Abhishek Gupta, J. Mańdziuk, Y. Ong
2017Knowledge-Based Systems18 citations Open access
Semantic Scholar
Sequential Stackelberg Games with bounded rationality
Jan Karwowski, J. Mańdziuk, Adam Żychowski
2022Applied Soft Computing17 citations
Semantic Scholar
Travel Time Prediction for Trams in Warsaw
Adam Żychowski, K. Junosza-Szaniawski, A. Kosicki
2017International Conference on Computer Recognition Systems13 citations
Semantic Scholar
Evolution of Strategies in Sequential Security Games
Adam Żychowski, J. Mańdziuk
2021Adaptive Agents and Multi-Agent Systems10 citations
Semantic Scholar
Duo-LDL method for Label Distribution Learning based on pairwise class dependencies
Adam Żychowski, J. Mańdziuk
2021Applied Soft Computing10 citations Open access
Semantic Scholar
Learning Attacker's Bounded Rationality Model in Security Games
Adam Żychowski, Jacek Ma'ndziuk
2021International Conference on Neural Information Processing9 citations Open access
Semantic Scholar
Toward human-level tonal and modal melody harmonizations
J. Mycka, Adam Żychowski, J. Mańdziuk
2023Journal of Computer Science8 citations Open access
Semantic Scholar
Duel-based Deep Learning system for solving IQ tests
P. Tomaszewska, Adam Żychowski, J. Mańdziuk
2022International Conference on Artificial Intelligence and Statistics8 citations
Semantic Scholar
Evolutionary Approach to Security Games with Signaling
Adam Żychowski, Jacek Ma'ndziuk, Elizabeth Bondi-Kelly, Aravind Venugopal +2 more
2022International Joint Conference on Artificial Intelligence7 citations Open access
Semantic Scholar
Generalized Self-adapting Particle Swarm Optimization Algorithm
M. Ulinski, Adam Żychowski, M. Okulewicz, Mateusz Zaborski +1 more
2018Parallel Problem Solving from Nature7 citations
Semantic Scholar
Coevolution of players strategies in security games
Adam Żychowski, J. Mańdziuk
2023Journal of Computer Science5 citations Open access
Semantic Scholar
Human-Level Melodic Line Harmonization
J. Mycka, Adam Żychowski, J. Mańdziuk
2022International Conference on Conceptual Structures5 citations
Semantic Scholar
A Generic Metaheuristic Approach to Sequential Security Games
Adam Żychowski, Jacek Ma'ndziuk
2019Adaptive Agents and Multi-Agent Systems5 citations Open access
Semantic Scholar
Dimensionality Reduction in Multilabel Classification with Neural Networks
J. Mańdziuk, Adam Żychowski
2019IEEE International Joint Conference on Neural Network5 citations
Semantic Scholar
Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret
Adam Żychowski, Andrew Perrault, Jacek Mandziuk
2023AAAI Conference on Artificial Intelligence4 citations
Semantic Scholar
Coevolutionary Approach to Sequential Stackelberg Security Games
Adam Żychowski, J. Mańdziuk
2022International Conference on Conceptual Structures4 citations
Semantic Scholar
Migration Timing in Hybrid Island-Based Metaheuristic Algorithms
Adam Żychowski, Xin Yao, Jacek Mańdziuk
2025International Conference on Artificial Intelligence and Soft Computing3 citations
Semantic Scholar
Duel-based neuroevolutionary method for Stackelberg Security Games with boundedly rational Attacker
J. Mańdziuk, Adam Żychowski
2023Applied Soft Computing3 citations Open access
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Evolutionary Approach to Melodic Line Harmonization
J. Mycka, Adam Żychowski, J. Mańdziuk
2022International Conference on Artificial Intelligence and Soft Computing3 citations
Semantic Scholar
Adaptive Metaheuristic Selection in Island-Based Optimization
Adam Żychowski, Xin Yao, Jacek Mańdziuk
2025International Conference on Knowledge-Based Intelligent Information & Engineering Systems2 citations Open access
Semantic Scholar
Diversity-driven Cooperating Portfolio of Metaheuristic Algorithms
Adam Żychowski, Xin Yao, Jacek Mańdziuk
2025Annual Conference on Genetic and Evolutionary Computation2 citations Open access
Semantic Scholar
Anchoring Theory in Sequential Stackelberg Games
Jan Karwowski, Jacek Ma'ndziuk, Adam Żychowski
2019Adaptive Agents and Multi-Agent Systems2 citations Open access
Semantic Scholar
A TCART-M — Tuned CARTesian-based error function for multilabel classification with the MLP
J. Mańdziuk, Adam Żychowski, Lipo Wang
2017IEEE International Joint Conference on Neural Network2 citations
Semantic Scholar
Augmented Decision Spaces for Stackelberg Security Games: Sparse evolution begets scalability
Adam Żychowski, Abhishek Gupta, Y. Ong, Jacek Mańdziuk
2025Annual Conference on Genetic and Evolutionary Computation1 citations Open access
Semantic Scholar
Cultivating Archipelago of Forests: Evolving Robust Decision Trees through Island Coevolution
Adam Żychowski, Andrew Perrault, Jacek Mandziuk
2024AAAI Conference on Artificial Intelligence1 citations
Semantic Scholar
Reasoning Capabilities of Large Language Models. Lessons Learned from General Game Playing
Maciej Świechowski, Adam Żychowski, Jacek Mańdziuk
2026arXiv.org0 citations
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