Jacek Mandziuk

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 108

Top Venues

Publications

Maciej Zelaszczyk, Jacek Mandziuk
Text-to-Image Cross-Modal Generation: A Systematic Review. CoRR (2024)
Mikolaj Malkinski, Jacek Mandziuk
Multi-Label Contrastive Learning for Abstract Visual Reasoning. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Adam Zychowski, Andrew Perrault, Jacek Mandziuk
Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret. AAAI (2024)
Jian Wang, Xiaofeng Xue, Zhixue Sun, Jun Yao, El-Sayed M. El-Alfy, Kai Zhang, Witold Pedrycz, Jacek Mandziuk
Theory guided Lagrange programming neural network for subsurface flow problems. Eng. Appl. Artif. Intell. 134 (2024)
Mikolaj Malkinski, Jacek Mandziuk
A Unified View of Abstract Visual Reasoning Problems. CoRR (2024)
Grzegorz Zakrzewski, Kacper Skonieczka, Mikolaj Malkinski, Jacek Mandziuk
ReModels: Quantile Regression Averaging models. CoRR (2024)
Maciej Zelaszczyk, Jacek Mandziuk
Interpretable Multi-task Learning with Shared Variable Embeddings. CoRR (2024)
Marcin Bialas, Marcin Michal Mironczuk, Jacek Mandziuk
Leveraging spiking neural networks for topic modeling. Neural Networks 178 (2024)
Mikolaj Malkinski, Jacek Mandziuk
Generalization and Knowledge Transfer in Abstract Visual Reasoning Models. CoRR (2024)
Stanislaw Kazmierczak, Rafal Kasztelanic, Ryszard Buczynski, Jacek Mandziuk
Predicting optical parameters of nanostructured optical fibers using machine learning algorithms. Eng. Appl. Artif. Intell. 132 (2024)
Xiaoling Gong, Jian Wang, Qilin Ren, Kai Zhang, El-Sayed M. El-Alfy, Jacek Mandziuk
Embedded feature selection approach based on TSK fuzzy system with sparse rule base for high-dimensional classification problems. Knowl. Based Syst. 295 (2024)
Jacek Czupyt, Mikolaj Malkinski, Jacek Mandziuk
Capitalizing on the Opponent's Uncertainty in Reconnaissance Blind Chess. CEC (2024)
Xuetao Xie, Yi-Fei Pu, Huaqing Zhang, Jacek Mandziuk, El-Sayed M. El-Alfy, Jian Wang
An interpretable neural network for robustly determining the location and number of cluster centers. Int. J. Mach. Learn. Cybern. 15 (4) (2024)
Mikolaj Malkinski, Jacek Mandziuk
One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems. AAAI (2024)
Dominik Lewy, Jacek Mandziuk
An overview of mixing augmentation methods and augmentation strategies. Artif. Intell. Rev. 56 (3) (2023)
Mikolaj Malkinski, Jacek Mandziuk
One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems. CoRR (2023)
Maciej Zelaszczyk, Jacek Mandziuk
Cross-modal text and visual generation: A systematic review. Part 1: Image to text. Inf. Fusion 93 (2023)
Mohammad Sadegh Khorshidi, Danial Yazdani, Jacek Mandziuk, Mohammad Reza Nikoo, Amir H. Gandomi
A Filter-Based Feature Selection and Ranking Approach to Enhance Genetic Programming for High-Dimensional Data Analysis. CEC (2023)
Dominik Lewy, Jacek Mandziuk
AttentionMix: Data augmentation method that relies on BERT attention mechanism. CoRR (2023)
Adam Zychowski, Jacek Mandziuk
Coevolution of players strategies in security games. J. Comput. Sci. 68 (2023)
Maciej Swiechowski, Konrad Godlewski, Bartosz Sawicki, Jacek Mandziuk
Monte Carlo Tree Search: a review of recent modifications and applications. Artif. Intell. Rev. 56 (3) (2023)
Jan Karwowski, Jacek Mandziuk, Adam Zychowski
Sequential Stackelberg Games with bounded rationality. Appl. Soft Comput. 132 (2023)
Dominik Lewy, Jacek Mandziuk
Training CNN Classifiers Solely on Webly Data. J. Artif. Intell. Soft Comput. Res. 13 (1) (2023)
Jacek Mandziuk, Patryk Walczak
Monte Carlo Tree Search with Metaheuristics. ICAISC (2) (2023)
Adam Zychowski, Andrew Perrault, Jacek Mandziuk
Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret. CoRR (2023)
Jeremiasz Wolosiuk, Maciej Swiechowski, Jacek Mandziuk
Don't Predict Counterfactual Values, Predict Expected Values Instead. AAAI (2023)
Jan Mycka, Adam Zychowski, Jacek Mandziuk
Toward human-level tonal and modal melody harmonizations. J. Comput. Sci. 67 (2023)
Mikolaj Malkinski, Jacek Mandziuk
A review of emerging research directions in Abstract Visual Reasoning. Inf. Fusion 91 (2023)
Jacek Mandziuk, Adam Zychowski
Duel-based neuroevolutionary method for Stackelberg Security Games with boundedly rational Attacker. Appl. Soft Comput. 146 (2023)
Xiaofeng Xue, Xiaoling Gong, Jacek Mandziuk, Jun Yao, El-Sayed M. El-Alfy, Jian Wang
Theory-Guided Convolutional Neural Network with an Enhanced Water Flow Optimizer. ICONIP (1) (2023)
Maciej Grzenda, Stanislaw Kazmierczak, Marcin Luckner, Grzegorz Borowik, Jacek Mandziuk
Evaluation of machine learning methods for impostor detection in web applications. Expert Syst. Appl. 231 (2023)
Mateusz Zaborski, Marcin Wozniak, Jacek Mandziuk
Multidimensional Red Fox meta-heuristic for complex optimization. Appl. Soft Comput. 131 (2022)
Mateusz Zaborski, Jacek Mandziuk
LQ-R-SHADE: R-SHADE with Quadratic Surrogate Model. ICAISC (1) (2022)
Mateusz Zaborski, Jacek Mandziuk
Improving LSHADE by means of a pre-screening mechanism. CoRR (2022)
Marcin Bialas, Jacek Mandziuk
Spike-Timing-Dependent Plasticity With Activation-Dependent Scaling for Receptive Fields Development. IEEE Trans. Neural Networks Learn. Syst. 33 (10) (2022)
Mikolaj Malkinski, Jacek Mandziuk
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices. CoRR (2022)
Adam Zychowski, Jacek Mandziuk
Coevolutionary Approach to Sequential Stackelberg Security Games. ICCS (1) (2022)
Mateusz Zaborski, Jacek Mandziuk
Improving LSHADE by means of a pre-screening mechanism. GECCO (2022)
Mikolaj Malkinski, Jacek Mandziuk
A Review of Emerging Research Directions in Abstract Visual Reasoning. CoRR (2022)
Dominik Lewy, Jacek Mandziuk, Maria Ganzha, Marcin Paprzycki
StatMix: Data Augmentation Method that Relies on Image Statistics in Federated Learning. ICONIP (4) (2022)
Paulina Tomaszewska, Adam Zychowski, Jacek Mandziuk
Duel-based Deep Learning system for solving IQ tests. AISTATS (2022)
Maciej Zelaszczyk, Jacek Mandziuk
Audio-to-Image Cross-Modal Generation. IJCNN (2022)
Dominik Lewy, Jacek Mandziuk, Maria Ganzha, Marcin Paprzycki
StatMix: Data augmentation method that relies on image statistics in federated learning. CoRR (2022)
Anastasiya Danilenka, Maria Ganzha, Marcin Paprzycki, Jacek Mandziuk
Using adversarial images to improve outcomes of federated learning for non-IID data. CoRR (2022)
Michal Okulewicz, Mateusz Zaborski, Jacek Mandziuk
Self-Adapting Particle Swarm Optimization for continuous black box optimization. Appl. Soft Comput. 131 (2022)
Jan Mycka, Adam Zychowski, Jacek Mandziuk
Evolutionary Approach to Melodic Line Harmonization. ICAISC (1) (2022)
Stanislaw Kazmierczak, Zofia Juszka, Rafal Wojciech Grzeszczuk, Marcin Kurdziel, Vaska Vandevska-Radunovic, Piotr Fudalej, Jacek Mandziuk
Prediction of the Facial Growth Direction: Regression Perspective. ICONIP (7) (2022)
Mateusz Zaborski, Jacek Mandziuk
Surrogate-Assisted LSHADE Algorithm Utilizing Recursive Least Squares Filter. PPSN (1) (2022)
Jan Mycka, Adam Zychowski, Jacek Mandziuk
Human-Level Melodic Line Harmonization. ICCS (1) (2022)
Adam Zychowski, Jacek Mandziuk, Elizabeth Bondi, Aravind Venugopal, Milind Tambe, Balaraman Ravindran
Evolutionary Approach to Security Games with Signaling. IJCAI (2022)
Adam Zychowski, Jacek Mandziuk, Elizabeth Bondi, Aravind Venugopal, Milind Tambe, Balaraman Ravindran
Evolutionary Approach to Security Games with Signaling. CoRR (2022)
Stanislaw Kazmierczak, Zofia Juszka, Piotr Fudalej, Jacek Mandziuk
Prediction of the facial growth direction with Machine Learning methods. CoRR (2021)
Adam Zychowski, Jacek Mandziuk
Duo-LDL method for Label Distribution Learning based on pairwise class dependencies. Appl. Soft Comput. 110 (2021)
Adam Zychowski, Jacek Mandziuk
Learning Attacker's Bounded Rationality Model in Security Games. CoRR (2021)
Stanislaw Kazmierczak, Zofia Juszka, Vaska Vandevska-Radunovic, Thomas J. J. Maal, Piotr Fudalej, Jacek Mandziuk
Prediction of the Facial Growth Direction is Challenging. ICONIP (6) (2021)
Dawid Polap, Marcin Wozniak, Jacek Mandziuk
Meta-heuristic Algorithm As Feature Selector For Convolutional Neural Networks. CEC (2021)
Maciej Zelaszczyk, Jacek Mandziuk
Audio-to-Image Cross-Modal Generation. CoRR (2021)
Mariusz Pleszczynski, Adam Zielonka, Dawid Polap, Marcin Wozniak, Jacek Mandziuk
Polar Bear Optimization For Industrial Computed Tomography With Incomplete Data. CEC (2021)
Jacek Mandziuk, Hussein A. Abbass
Conference Report on 2021 IEEE Congress on Evolutionary Computation (IEEE CEC 2021) [Conference Reports]. IEEE Comput. Intell. Mag. 16 (4) (2021)
Szymon Kowalik, Jacek Mandziuk
Towards Human-Level Performance in Solving Double Dummy Bridge Problem. ICONIP (4) (2021)
Dominik Lewy, Jacek Mandziuk
An overview of mixing augmentation methods and augmentation strategies. CoRR (2021)
Maciej Zelaszczyk, Jacek Mandziuk
Adversarial Defenses via a Mixture of Generators. ICONIP (5) (2021)
Adam Zychowski, Jacek Mandziuk
Learning Attacker's Bounded Rationality Model in Security Games. ICONIP (5) (2021)
Stanislaw Kazmierczak, Zofia Juszka, Vaska Vandevska-Radunovic, Thomas J. J. Maal, Piotr Fudalej, Jacek Mandziuk
Prediction of the Facial Growth Direction is Challenging. CoRR (2021)
Maciej Swiechowski, Konrad Godlewski, Bartosz Sawicki, Jacek Mandziuk
Monte Carlo Tree Search: A Review of Recent Modifications and Applications. CoRR (2021)
Maciej Zelaszczyk, Jacek Mandziuk
Adversarial defenses via a mixture of generators. CoRR (2021)
Adam Zychowski, Jacek Mandziuk
Evolution of Strategies in Sequential Security Games. AAMAS (2021)
Adam Zychowski, Jacek Mandziuk
A Generic Metaheuristic Approach to Sequential Security Games. AAMAS (2020)
Jan Karwowski, Jacek Mandziuk, Adam Zychowski
Anchoring Theory in Sequential Stackelberg Games. AAMAS (2020)
Michal Okulewicz, Mateusz Zaborski, Jacek Mandziuk
Generalized Self-Adapting Particle Swarm Optimization algorithm with archive of samples. CoRR (2020)
Michal Okulewicz, Jacek Mandziuk
Dynamic Vehicle Routing Problem: A Monte Carlo approach. CoRR (2020)
Jan Karwowski, Jacek Mandziuk
Double-Oracle Sampling Method for Stackelberg Equilibrium Approximation in General-Sum Extensive-Form Games. AAAI (2020)
Stanislaw Kazmierczak, Jacek Mandziuk
A Committee of Convolutional Neural Networks for Image Classication in the Concurrent Presence of Feature and Label Noise. CoRR (2020)
Stanislaw Kazmierczak, Jacek Mandziuk
A Committee of Convolutional Neural Networks for Image Classification in the Concurrent Presence of Feature and Label Noise. PPSN (1) (2020)
Marcin Bialas, Marcin Michal Mironczuk, Jacek Mandziuk
Biologically Plausible Learning of Text Representation with Spiking Neural Networks. CoRR (2020)
Marcin Bialas, Marcin Michal Mironczuk, Jacek Mandziuk
Biologically Plausible Learning of Text Representation with Spiking Neural Networks. PPSN (1) (2020)
Michal Okulewicz, Jacek Mandziuk
A Particle Swarm Optimization hyper-heuristic for the Dynamic Vehicle Routing Problem. CoRR (2020)
Mikolaj Malkinski, Jacek Mandziuk
Multi-Label Contrastive Learning for Abstract Visual Reasoning. CoRR (2020)
Jacek Mandziuk, Adam Zychowski
DeepIQ: A Human-Inspired AI System for Solving IQ Test Problems. IJCNN (2019)
Jacek Mandziuk, Adam Zychowski
Dimensionality Reduction in Multilabel Classification with Neural Networks. IJCNN (2019)
Michal Okulewicz, Jacek Mandziuk
A metaheuristic approach to solve Dynamic Vehicle Routing Problem in continuous search space. Swarm Evol. Comput. 48 (2019)
Jan Karwowski, Jacek Mandziuk
Stackelberg Equilibrium Approximation in General-Sum Extensive-Form Games with Double-Oracle Sampling Method. AAMAS (2019)
Jan Karwowski, Jacek Mandziuk, Adam Zychowski
Anchoring Theory in Sequential Stackelberg Games. CoRR (2019)
Adam Zychowski, Jacek Mandziuk
A Generic Metaheuristic Approach to Sequential Security Games. CoRR (2019)
Jan Karwowski, Jacek Mandziuk, Adam Zychowski, Filip Grajek, Bo An
A Memetic Approach for Sequential Security Games on a Plane with Moving Targets. AAAI (2019)
Jan Karwowski, Jacek Mandziuk
A Monte Carlo Tree Search approach to finding efficient patrolling schemes on graphs. Eur. J. Oper. Res. 277 (1) (2019)
Jan Karwowski, Jacek Mandziuk
Double-oracle sampling method for Stackelberg Equilibrium approximation in general-sum extensive-form games. CoRR (2019)
Jacek Mandziuk
New Shades of the Vehicle Routing Problem: Emerging Problem Formulations and Computational Intelligence Solution Methods. IEEE Trans. Emerg. Top. Comput. Intell. 3 (3) (2019)
Jacek Mandziuk, Jakub Suchan
Who should bid higher, NS or WE, in a given Bridge dealƒ. IJCNN (2019)
Karol Waledzik, Jacek Mandziuk
Applying hybrid Monte Carlo Tree Search methods to Risk-Aware Project Scheduling Problem. Inf. Sci. (2018)
Adam Zychowski, Abhishek Gupta, Jacek Mandziuk, Yew-Soon Ong
Addressing expensive multi-objective games with postponed preference articulation via memetic co-evolution. Knowl. Based Syst. 154 (2018)
Jacek Mandziuk
MCTS/UCT in Solving Real-Life Problems. Advances in Data Analysis with Computational Intelligence Methods (2018)
Jacek Mandziuk, Jakub Suchan
Solving the Double Dummy Bridge Problem with Shallow Autoencoders. ICONIP (4) (2018)
Jacek Mandziuk, Maciej Swiechowski
Swarm Intelligence in Solving Stochastic Capacitated Vehicle Routing Problem. ICAISC (2) (2017)
Jan Karwowski, Jacek Mandziuk
The Impact of the Number of Averaged Attacker's Strategies on the Results Quality in Mixed-UCT. ICAISC (2) (2017)
Min Jiang, Jacek Mandziuk, Ben Goertzel, Naoyuki Kubota
Guest Editorial Special Issue on Human-Like Intelligence and Robotics. IEEE Syst. J. 11 (3) (2017)
Haibo He, Robert Haas, Jun Fu, Barbara Hammer, Daniel W. C. Ho, Fakhri Karray, Dhireesha Kudithipudi, José Antonio Lozano, Teresa Bernarda Ludermir, Jacek Mandziuk, Stefano Melacci, Antonio Paiva, Hong Qiao, Alain Rakotomamonjy, Shiliang Sun, Johan A. K. Suykens, Meng Wang
Editorial: A Successful Year and Looking Forward to 2017 and Beyond. IEEE Trans. Neural Networks Learn. Syst. 28 (1) (2017)
Adam Zychowski, Abhishek Gupta, Jacek Mandziuk, Yew-Soon Ong
Addressing Expensive Multi-objective Games with Postponed Preference Articulation via Memetic Co-evolution. CoRR (2017)
Jacek Mandziuk, Maciej Swiechowski
UCT in Capacitated Vehicle Routing Problem with traffic jams. Inf. Sci. 406 (2017)
Michal Okulewicz, Jacek Mandziuk
The impact of particular components of the PSO-based algorithm solving the Dynamic Vehicle Routing Problem. Appl. Soft Comput. 58 (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jacek Mandziuk