Jacek Mandziuk

211 papers A* 10A 11B 19C 3Misc 7Journal 103Unranked 53

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Automatic Design of Optimization Test Problems with Large Language Models. CoRR Wojciech Achtelik, Hubert Guzowski, Maciej Smolka, Jacek Mandziuk
2026	J	`jnl`	Classification of piano performers with deep learning models. J. Comput. Sci. Jan Mycka, Jacek Mandziuk
2026	J	`jnl`	Constrained Hybrid Metaheuristic: A Universal Framework for Continuous Optimisation. CoRR Piotr A. Kowalski, Szymon Kucharczyk, Jacek Mandziuk
2026	J	`jnl`	MoBLS: A broad learning system with multi-objective optimization. Appl. Soft Comput. Xuetao Xie, Jian Wang, Jiamin Li, Bin Yuan, Witold Pedrycz, Jacek Mandziuk
2026	J	`jnl`	Reasoning Capabilities of Large Language Models. Lessons Learned from General Game Playing. CoRR Maciej Swiechowski, Adam Zychowski, Jacek Mandziuk
2026	J	`jnl`	Training chord recognition models on artificially generated audio. Neural Comput. Appl. Martyna Majchrzak, Jacek Mandziuk
2025	—	`conf`	A Unified View of Abstract Visual Reasoning Problems. ECML/PKDD (8) Mikolaj Malkinski, Jacek Mandziuk
2025	A*	`conf`	A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning. IJCAI Mikolaj Malkinski, Jacek Mandziuk
2025	B	`conf`	Accelerating Parallel Algorithm Portfolio Construction. KES Grzegorz Zakrzewski, Xin Yao, Jacek Mandziuk
2025	B	`conf`	Adaptive Metaheuristic Selection in Island-Based Optimization. KES Adam Zychowski, Xin Yao, Jacek Mandziuk
2025	A*	`conf`	Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks. IJCAI Mikolaj Malkinski, Jacek Mandziuk
2025	J	`jnl`	Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks. CoRR Mikolaj Malkinski, Jacek Mandziuk
2025	J	`jnl`	Artificial intelligence in music: recent trends and challenges. Neural Comput. Appl. Jan Mycka, Jacek Mandziuk
2025	A	`conf`	Augmented Decision Spaces for Stackelberg Security Games: Sparse evolution begets scalability. GECCO Adam Zychowski, Abhishek Gupta, Yew Soon Ong, Jacek Mandziuk
2025	J	`jnl`	AutoGT: Automatic Generation of Game Trees for Algorithm Benchmarking. IEEE Trans. Games Jan Karwowski, Maciej Swiechowski, Jacek Mandziuk
2025	J	`jnl`	Bongard-RWR+: Real-World Representations of Fine-Grained Concepts in Bongard Problems. CoRR Szymon Pawlonka, Mikolaj Malkinski, Jacek Mandziuk
2025	J	`jnl`	Constrained Hybrid Metaheuristic Algorithm for Probabilistic Neural Networks Learning. CoRR Piotr A. Kowalski, Szymon Kucharczyk, Jacek Mandziuk
2025	J	`jnl`	Constrained Hybrid Metaheuristic Algorithm for Probabilistic Neural Networks learning. Inf. Sci. Piotr A. Kowalski, Szymon Kucharczyk, Jacek Mandziuk
2025	A*	`conf`	Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution. AAAI Adam Zychowski, Andrew Perrault, Jacek Mandziuk
2025	J	`jnl`	Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices. ACM Comput. Surv. Mikolaj Malkinski, Jacek Mandziuk
2025	A	`conf`	Diversity-driven Cooperating Portfolio of Metaheuristic Algorithms. GECCO Adam Zychowski, Xin Yao, Jacek Mandziuk
2025	J	`jnl`	Interpretable inverse iteration mean shift networks for clustering tasks. Neural Networks Bingjie Zhang, Zihan Yu, Jian Wang, Maciej Zelaszczyk, Yaqian Zhang, Jacek Mandziuk, Chao Zhang, Witold Pedrycz
2025	—	`conf`	Migration Timing in Hybrid Island-Based Metaheuristic Algorithms. ICAISC (1) Adam Zychowski, Xin Yao, Jacek Mandziuk
2025	J	`jnl`	Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization. CoRR Szymon Sieradzki, Jacek Mandziuk
2025	A*	`conf`	Reasoning Limitations of Multimodal Large Language Models. A case study of Bongard Problems. ICML Mikolaj Malkinski, Szymon Pawlonka, Jacek Mandziuk
2025	J	`jnl`	The Impact of Bootstrap Sampling Rate on Random Forest Performance in Regression Tasks. CoRR Michal Iwaniuk, Mateusz Jarosz, Bartlomiej Borycki, Bartosz Jezierski, Jan Cwalina, Stanislaw Kazmierczak, Jacek Mandziuk
2025	—	`conf`	The Role of Text and Vision Modalities in Solving Bongard Problems with VLMs. ICAISC (2) Mikolaj Malkinski, Szymon Pawlonka, Jacek Mandziuk
2025	J	`jnl`	Training chord recognition models on artificially generated audio. CoRR Martyna Majchrzak, Jacek Mandziuk
2025	J	`jnl`	Unsupervised Feature Selection for High-Order Embedding Learning and Sparse Learning. IEEE Trans. Cybern. Zebiao Hu, Jian Wang, Jacek Mandziuk, Zhongxin Ren, Nikhil R. Pal
2024	J	`jnl`	A Unified View of Abstract Visual Reasoning Problems. CoRR Mikolaj Malkinski, Jacek Mandziuk
2024	J	`jnl`	An interpretable neural network for robustly determining the location and number of cluster centers. Int. J. Mach. Learn. Cybern. Xuetao Xie, Yi-Fei Pu, Huaqing Zhang, Jacek Mandziuk, El-Sayed M. El-Alfy, Jian Wang
2024	—	`conf`	AttentionMix: A Guided Text Data Augmentation Method Relying on Attention. ICONIP (9) Dominik Lewy, Jacek Mandziuk
2024	J	`jnl`	Bootstrap Sampling Rate Greater than 1.0 May Improve Random Forest Performance. CoRR Stanislaw Kazmierczak, Jacek Mandziuk
2024	B	`conf`	Capitalizing on the Opponent's Uncertainty in Reconnaissance Blind Chess. CEC Jacek Czupyt, Mikolaj Malkinski, Jacek Mandziuk
2024	A*	`conf`	Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret. AAAI Adam Zychowski, Andrew Perrault, Jacek Mandziuk
2024	J	`jnl`	Cultivating Archipelago of Forests: Evolving Robust Decision Trees through Island Coevolution. CoRR Adam Zychowski, Andrew Perrault, Jacek Mandziuk
2024	J	`jnl`	Embedded feature selection approach based on TSK fuzzy system with sparse rule base for high-dimensional classification problems. Knowl. Based Syst. Xiaoling Gong, Jian Wang, Qilin Ren, Kai Zhang, El-Sayed M. El-Alfy, Jacek Mandziuk
2024	—	`conf`	Explainable Recognition System for Computer-Modified Face Photos. ICAISC (2) Adrian Kaminski, Karol Degórski, Stanislaw Kazmierczak, Jacek Mandziuk
2024	J	`jnl`	Generalization and Knowledge Transfer in Abstract Visual Reasoning Models. CoRR Mikolaj Malkinski, Jacek Mandziuk
2024	—	`conf`	Identification of Mislabelled Images with Data Augmentation. ICAISC (2) Jakub Koziel, Patryk Tomaszewski, Stanislaw Kazmierczak, Jacek Mandziuk
2024	J	`jnl`	Interpretable Multi-task Learning with Shared Variable Embeddings. CoRR Maciej Zelaszczyk, Jacek Mandziuk
2024	J	`jnl`	Leveraging spiking neural networks for topic modeling. Neural Networks Marcin Bialas, Marcin Michal Mironczuk, Jacek Mandziuk
2024	J	`jnl`	Multi-Label Contrastive Learning for Abstract Visual Reasoning. IEEE Trans. Neural Networks Learn. Syst. Mikolaj Malkinski, Jacek Mandziuk
2024	A*	`conf`	One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems. AAAI Mikolaj Malkinski, Jacek Mandziuk
2024	J	`jnl`	Predicting optical parameters of nanostructured optical fibers using machine learning algorithms. Eng. Appl. Artif. Intell. Stanislaw Kazmierczak, Rafal Kasztelanic, Ryszard Buczynski, Jacek Mandziuk
2024	J	`jnl`	ReModels: Quantile Regression Averaging models. CoRR Grzegorz Zakrzewski, Kacper Skonieczka, Mikolaj Malkinski, Jacek Mandziuk
2024	J	`jnl`	ReModels: Quantile Regression Averaging models. SoftwareX Grzegorz Zakrzewski, Kacper Skonieczka, Mikolaj Malkinski, Jacek Mandziuk
2024	J	`jnl`	Reasoning Limitations of Multimodal Large Language Models. A case study of Bongard Problems. CoRR Mikolaj Malkinski, Szymon Pawlonka, Jacek Mandziuk
2024	J	`jnl`	Text-to-Image Cross-Modal Generation: A Systematic Review. CoRR Maciej Zelaszczyk, Jacek Mandziuk
2024	J	`jnl`	Theory guided Lagrange programming neural network for subsurface flow problems. Eng. Appl. Artif. Intell. Jian Wang, Xiaofeng Xue, Zhixue Sun, Jun Yao, El-Sayed M. El-Alfy, Kai Zhang, Witold Pedrycz, Jacek Mandziuk
2023	B	`conf`	A Filter-Based Feature Selection and Ranking Approach to Enhance Genetic Programming for High-Dimensional Data Analysis. CEC Mohammad Sadegh Khorshidi, Danial Yazdani, Jacek Mandziuk, Mohammad Reza Nikoo, Amir H. Gandomi
2023	J	`jnl`	A review of emerging research directions in Abstract Visual Reasoning. Inf. Fusion Mikolaj Malkinski, Jacek Mandziuk
2023	J	`jnl`	An overview of mixing augmentation methods and augmentation strategies. Artif. Intell. Rev. Dominik Lewy, Jacek Mandziuk
2023	J	`jnl`	AttentionMix: Data augmentation method that relies on BERT attention mechanism. CoRR Dominik Lewy, Jacek Mandziuk
2023	J	`jnl`	Coevolution of players strategies in security games. J. Comput. Sci. Adam Zychowski, Jacek Mandziuk
2023	J	`jnl`	Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret. CoRR Adam Zychowski, Andrew Perrault, Jacek Mandziuk
2023	J	`jnl`	Cross-modal text and visual generation: A systematic review. Part 1: Image to text. Inf. Fusion Maciej Zelaszczyk, Jacek Mandziuk
2023	A*	`conf`	Don't Predict Counterfactual Values, Predict Expected Values Instead. AAAI Jeremiasz Wolosiuk, Maciej Swiechowski, Jacek Mandziuk
2023	J	`jnl`	Duel-based neuroevolutionary method for Stackelberg Security Games with boundedly rational Attacker. Appl. Soft Comput. Jacek Mandziuk, Adam Zychowski
2023	J	`jnl`	Evaluation of machine learning methods for impostor detection in web applications. Expert Syst. Appl. Maciej Grzenda, Stanislaw Kazmierczak, Marcin Luckner, Grzegorz Borowik, Jacek Mandziuk
2023	—	`conf`	Monte Carlo Tree Search with Metaheuristics. ICAISC (2) Jacek Mandziuk, Patryk Walczak
2023	J	`jnl`	Monte Carlo Tree Search: a review of recent modifications and applications. Artif. Intell. Rev. Maciej Swiechowski, Konrad Godlewski, Bartosz Sawicki, Jacek Mandziuk
2023	J	`jnl`	One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems. CoRR Mikolaj Malkinski, Jacek Mandziuk
2023	J	`jnl`	Sequential Stackelberg Games with bounded rationality. Appl. Soft Comput. Jan Karwowski, Jacek Mandziuk, Adam Zychowski
2023	—	`conf`	Theory-Guided Convolutional Neural Network with an Enhanced Water Flow Optimizer. ICONIP (1) Xiaofeng Xue, Xiaoling Gong, Jacek Mandziuk, Jun Yao, El-Sayed M. El-Alfy, Jian Wang
2023	J	`jnl`	Toward human-level tonal and modal melody harmonizations. J. Comput. Sci. Jan Mycka, Adam Zychowski, Jacek Mandziuk
2023	J	`jnl`	Training CNN Classifiers Solely on Webly Data. J. Artif. Intell. Soft Comput. Res. Dominik Lewy, Jacek Mandziuk
2022	J	`jnl`	A Review of Emerging Research Directions in Abstract Visual Reasoning. CoRR Mikolaj Malkinski, Jacek Mandziuk
2022	B	`conf`	Audio-to-Image Cross-Modal Generation. IJCNN Maciej Zelaszczyk, Jacek Mandziuk
2022	—	`conf`	Coevolutionary Approach to Sequential Stackelberg Security Games. ICCS (1) Adam Zychowski, Jacek Mandziuk
2022	J	`jnl`	Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices. CoRR Mikolaj Malkinski, Jacek Mandziuk
2022	A	`conf`	Duel-based Deep Learning system for solving IQ tests. AISTATS Paulina Tomaszewska, Adam Zychowski, Jacek Mandziuk
2022	—	`conf`	Evolutionary Approach to Melodic Line Harmonization. ICAISC (1) Jan Mycka, Adam Zychowski, Jacek Mandziuk
2022	A*	`conf`	Evolutionary Approach to Security Games with Signaling. IJCAI Adam Zychowski, Jacek Mandziuk, Elizabeth Bondi, Aravind Venugopal, Milind Tambe, Balaraman Ravindran
2022	J	`jnl`	Evolutionary Approach to Security Games with Signaling. CoRR Adam Zychowski, Jacek Mandziuk, Elizabeth Bondi, Aravind Venugopal, Milind Tambe, Balaraman Ravindran
2022	—	`conf`	Human-Level Melodic Line Harmonization. ICCS (1) Jan Mycka, Adam Zychowski, Jacek Mandziuk
2022	A	`conf`	Improving LSHADE by means of a pre-screening mechanism. GECCO Mateusz Zaborski, Jacek Mandziuk
2022	J	`jnl`	Improving LSHADE by means of a pre-screening mechanism. CoRR Mateusz Zaborski, Jacek Mandziuk
2022	—	`conf`	LQ-R-SHADE: R-SHADE with Quadratic Surrogate Model. ICAISC (1) Mateusz Zaborski, Jacek Mandziuk
2022	J	`jnl`	Multidimensional Red Fox meta-heuristic for complex optimization. Appl. Soft Comput. Mateusz Zaborski, Marcin Wozniak, Jacek Mandziuk
2022	—	`conf`	Prediction of the Facial Growth Direction: Regression Perspective. ICONIP (7) Stanislaw Kazmierczak, Zofia Juszka, Rafal Wojciech Grzeszczuk, Marcin Kurdziel, Vaska Vandevska-Radunovic, Piotr Fudalej, Jacek Mandziuk
2022	J	`jnl`	Self-Adapting Particle Swarm Optimization for continuous black box optimization. Appl. Soft Comput. Michal Okulewicz, Mateusz Zaborski, Jacek Mandziuk
2022	J	`jnl`	Spike-Timing-Dependent Plasticity With Activation-Dependent Scaling for Receptive Fields Development. IEEE Trans. Neural Networks Learn. Syst. Marcin Bialas, Jacek Mandziuk
2022	—	`conf`	StatMix: Data Augmentation Method that Relies on Image Statistics in Federated Learning. ICONIP (4) Dominik Lewy, Jacek Mandziuk, Maria Ganzha, Marcin Paprzycki
2022	J	`jnl`	StatMix: Data augmentation method that relies on image statistics in federated learning. CoRR Dominik Lewy, Jacek Mandziuk, Maria Ganzha, Marcin Paprzycki
2022	—	`conf`	Surrogate-Assisted LSHADE Algorithm Utilizing Recursive Least Squares Filter. PPSN (1) Mateusz Zaborski, Jacek Mandziuk
2022	J	`jnl`	Using adversarial images to improve outcomes of federated learning for non-IID data. CoRR Anastasiya Danilenka, Maria Ganzha, Marcin Paprzycki, Jacek Mandziuk
2021	—	`conf`	Adversarial Defenses via a Mixture of Generators. ICONIP (5) Maciej Zelaszczyk, Jacek Mandziuk
2021	J	`jnl`	Adversarial defenses via a mixture of generators. CoRR Maciej Zelaszczyk, Jacek Mandziuk
2021	J	`jnl`	An overview of mixing augmentation methods and augmentation strategies. CoRR Dominik Lewy, Jacek Mandziuk
2021	J	`jnl`	Audio-to-Image Cross-Modal Generation. CoRR Maciej Zelaszczyk, Jacek Mandziuk
2021	J	`jnl`	Conference Report on 2021 IEEE Congress on Evolutionary Computation (IEEE CEC 2021) [Conference Reports]. IEEE Comput. Intell. Mag. Jacek Mandziuk, Hussein A. Abbass
2021	J	`jnl`	Duo-LDL method for Label Distribution Learning based on pairwise class dependencies. Appl. Soft Comput. Adam Zychowski, Jacek Mandziuk
2021	A	`conf`	Evolution of Strategies in Sequential Security Games. AAMAS Adam Zychowski, Jacek Mandziuk
2021	—	`conf`	Learning Attacker's Bounded Rationality Model in Security Games. ICONIP (5) Adam Zychowski, Jacek Mandziuk
2021	J	`jnl`	Learning Attacker's Bounded Rationality Model in Security Games. CoRR Adam Zychowski, Jacek Mandziuk
2021	B	`conf`	Meta-heuristic Algorithm As Feature Selector For Convolutional Neural Networks. CEC Dawid Polap, Marcin Wozniak, Jacek Mandziuk
2021	J	`jnl`	Monte Carlo Tree Search: A Review of Recent Modifications and Applications. CoRR Maciej Swiechowski, Konrad Godlewski, Bartosz Sawicki, Jacek Mandziuk
2021	B	`conf`	Polar Bear Optimization For Industrial Computed Tomography With Incomplete Data. CEC Mariusz Pleszczynski, Adam Zielonka, Dawid Polap, Marcin Wozniak, Jacek Mandziuk
2021	—	`conf`	Prediction of the Facial Growth Direction is Challenging. ICONIP (6) Stanislaw Kazmierczak, Zofia Juszka, Vaska Vandevska-Radunovic, Thomas J. J. Maal, Piotr Fudalej, Jacek Mandziuk
2021	J	`jnl`	Prediction of the Facial Growth Direction is Challenging. CoRR Stanislaw Kazmierczak, Zofia Juszka, Vaska Vandevska-Radunovic, Thomas J. J. Maal, Piotr Fudalej, Jacek Mandziuk
2021	J	`jnl`	Prediction of the facial growth direction with Machine Learning methods. CoRR Stanislaw Kazmierczak, Zofia Juszka, Piotr Fudalej, Jacek Mandziuk
2021	—	`conf`	Towards Human-Level Performance in Solving Double Dummy Bridge Problem. ICONIP (4) Szymon Kowalik, Jacek Mandziuk
2020	J	`jnl`	A Committee of Convolutional Neural Networks for Image Classication in the Concurrent Presence of Feature and Label Noise. CoRR Stanislaw Kazmierczak, Jacek Mandziuk
2020	—	`conf`	A Committee of Convolutional Neural Networks for Image Classification in the Concurrent Presence of Feature and Label Noise. PPSN (1) Stanislaw Kazmierczak, Jacek Mandziuk
2020	A	`conf`	A Generic Metaheuristic Approach to Sequential Security Games. AAMAS Adam Zychowski, Jacek Mandziuk
2020	J	`jnl`	A Particle Swarm Optimization hyper-heuristic for the Dynamic Vehicle Routing Problem. CoRR Michal Okulewicz, Jacek Mandziuk
2020	A	`conf`	Anchoring Theory in Sequential Stackelberg Games. AAMAS Jan Karwowski, Jacek Mandziuk, Adam Zychowski
2020	—	`conf`	Biologically Plausible Learning of Text Representation with Spiking Neural Networks. PPSN (1) Marcin Bialas, Marcin Michal Mironczuk, Jacek Mandziuk
2020	J	`jnl`	Biologically Plausible Learning of Text Representation with Spiking Neural Networks. CoRR Marcin Bialas, Marcin Michal Mironczuk, Jacek Mandziuk
2020	A*	`conf`	Double-Oracle Sampling Method for Stackelberg Equilibrium Approximation in General-Sum Extensive-Form Games. AAAI Jan Karwowski, Jacek Mandziuk
2020	J	`jnl`	Dynamic Vehicle Routing Problem: A Monte Carlo approach. CoRR Michal Okulewicz, Jacek Mandziuk
2020	J	`jnl`	Generalized Self-Adapting Particle Swarm Optimization algorithm with archive of samples. CoRR Michal Okulewicz, Mateusz Zaborski, Jacek Mandziuk
2020	J	`jnl`	Multi-Label Contrastive Learning for Abstract Visual Reasoning. CoRR Mikolaj Malkinski, Jacek Mandziuk
2019	J	`jnl`	A Generic Metaheuristic Approach to Sequential Security Games. CoRR Adam Zychowski, Jacek Mandziuk
2019	A*	`conf`	A Memetic Approach for Sequential Security Games on a Plane with Moving Targets. AAAI Jan Karwowski, Jacek Mandziuk, Adam Zychowski, Filip Grajek, Bo An
2019	J	`jnl`	A Monte Carlo Tree Search approach to finding efficient patrolling schemes on graphs. Eur. J. Oper. Res. Jan Karwowski, Jacek Mandziuk
2019	J	`jnl`	A metaheuristic approach to solve Dynamic Vehicle Routing Problem in continuous search space. Swarm Evol. Comput. Michal Okulewicz, Jacek Mandziuk
2019	J	`jnl`	Anchoring Theory in Sequential Stackelberg Games. CoRR Jan Karwowski, Jacek Mandziuk, Adam Zychowski
2019	B	`conf`	DeepIQ: A Human-Inspired AI System for Solving IQ Test Problems. IJCNN Jacek Mandziuk, Adam Zychowski
2019	B	`conf`	Dimensionality Reduction in Multilabel Classification with Neural Networks. IJCNN Jacek Mandziuk, Adam Zychowski
2019	J	`jnl`	Double-oracle sampling method for Stackelberg Equilibrium approximation in general-sum extensive-form games. CoRR Jan Karwowski, Jacek Mandziuk
2019	J	`jnl`	New Shades of the Vehicle Routing Problem: Emerging Problem Formulations and Computational Intelligence Solution Methods. IEEE Trans. Emerg. Top. Comput. Intell. Jacek Mandziuk
2019	A	`conf`	Stackelberg Equilibrium Approximation in General-Sum Extensive-Form Games with Double-Oracle Sampling Method. AAMAS Jan Karwowski, Jacek Mandziuk
2019	B	`conf`	Who should bid higher, NS or WE, in a given Bridge dealƒ. IJCNN Jacek Mandziuk, Jakub Suchan
2018	J	`jnl`	Addressing expensive multi-objective games with postponed preference articulation via memetic co-evolution. Knowl. Based Syst. Adam Zychowski, Abhishek Gupta, Jacek Mandziuk, Yew-Soon Ong
2018	J	`jnl`	Applying hybrid Monte Carlo Tree Search methods to Risk-Aware Project Scheduling Problem. Inf. Sci. Karol Waledzik, Jacek Mandziuk
2018	—	`conf`	MCTS/UCT in Solving Real-Life Problems. Advances in Data Analysis with Computational Intelligence Methods Jacek Mandziuk
2018	—	`conf`	Solving the Double Dummy Bridge Problem with Shallow Autoencoders. ICONIP (4) Jacek Mandziuk, Jakub Suchan
2017	B	`conf`	A TCART-M - Tuned CARTesian-based error function for multilabel classification with the MLP. IJCNN Jacek Mandziuk, Adam Zychowski, Lipo Wang
2017	J	`jnl`	Addressing Expensive Multi-objective Games with Postponed Preference Articulation via Memetic Co-evolution. CoRR Adam Zychowski, Abhishek Gupta, Jacek Mandziuk, Yew-Soon Ong
2017	J	`jnl`	Curvature-based method for determining the number of clusters. Inf. Sci. Yaqian Zhang, Jacek Mandziuk, Hiok Chai Quek, Wooi-Boon Goh
2017	J	`jnl`	Editorial: A Successful Year and Looking Forward to 2017 and Beyond. IEEE Trans. Neural Networks Learn. Syst. 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
2017	J	`jnl`	Guest Editorial Special Issue on Human-Like Intelligence and Robotics. IEEE Syst. J. Min Jiang, Jacek Mandziuk, Ben Goertzel, Naoyuki Kubota
2017	—	`conf`	Swarm Intelligence in Solving Stochastic Capacitated Vehicle Routing Problem. ICAISC (2) Jacek Mandziuk, Maciej Swiechowski
2017	—	`conf`	The Impact of the Number of Averaged Attacker's Strategies on the Results Quality in Mixed-UCT. ICAISC (2) Jan Karwowski, Jacek Mandziuk
2017	J	`jnl`	The impact of particular components of the PSO-based algorithm solving the Dynamic Vehicle Routing Problem. Appl. Soft Comput. Michal Okulewicz, Jacek Mandziuk
2017	J	`jnl`	UCT in Capacitated Vehicle Routing Problem with traffic jams. Inf. Sci. Jacek Mandziuk, Maciej Swiechowski
2016	—	`ch.`	A Hybrid Approach to Parallelization of Monte Carlo Tree Search in General Game Playing. Challenging Problems and Solutions in Intelligent Systems Maciej Swiechowski, Jacek Mandziuk
2016	J	`jnl`	A memetic approach to vehicle routing problem with dynamic requests. Appl. Soft Comput. Jacek Mandziuk, Adam Zychowski
2016	J	`jnl`	Fast interpreter for logical reasoning in general game playing. J. Log. Comput. Maciej Swiechowski, Jacek Mandziuk
2016	A	`conf`	Mixed Strategy Extraction from UCT Tree in Security Games. ECAI Jan Karwowski, Jacek Mandziuk
2016	B	`conf`	Neuro-evolutionary system for FOREX trading. CEC Jacek Mandziuk, Piotr Rajkiewicz
2016	—	`conf`	Simulation-based approach to Vehicle Routing Problem with traffic jams. SSCI Jacek Mandziuk, Maciej Swiechowski
2016	J	`jnl`	Specialization of a UCT-Based General Game Playing Program to Single-Player Games. IEEE Trans. Comput. Intell. AI Games Maciej Swiechowski, Jacek Mandziuk, Yew-Soon Ong
2015	Misc	`conf`	A New Approach to Security Games. ICAISC Jan Karwowski, Jacek Mandziuk
2015	Misc	`conf`	UCT-Based Approach to Capacitated Vehicle Routing Problem. ICAISC Jacek Mandziuk, Cezary Nejman
2014	Misc	`conf`	A Neuro-memetic System for Music Composing. AIAI Jacek Mandziuk, Aleksandra Wozniczko, Marcin Goss
2014	J	`jnl`	An Automatically Generated Evaluation Function in General Game Playing. IEEE Trans. Comput. Intell. AI Games Karol Waledzik, Jacek Mandziuk
2014	—	`conf`	Proactive and reactive risk-aware project scheduling. CIHLI Karol Waledzik, Jacek Mandziuk, Slawomir Zadrozny
2014	—	`conf`	Prolog versus specialized logic inference engine in General Game Playing. CIG Maciej Swiechowski, Jacek Mandziuk
2014	J	`jnl`	Self-Adaptation of Playing Strategies in General Game Playing. IEEE Trans. Comput. Intell. AI Games Maciej Swiechowski, Jacek Mandziuk
2014	—	`conf`	Specialized vs. Multi-game Approaches to AI in Games. IEEE Conf. on Intelligent Systems (1) Maciej Swiechowski, Jacek Mandziuk
2014	—	`conf`	Two-phase multi-swarm PSO and the dynamic vehicle routing problem. CIHLI Michal Okulewicz, Jacek Mandziuk
2013	—	`conf`	Application of Particle Swarm Optimization Algorithm to Dynamic Vehicle Routing Problem. ICAISC (2) Michal Okulewicz, Jacek Mandziuk
2013	B	`conf`	Chopin or not? A memetic approach to music composition. IEEE Congress on Evolutionary Computation Jacek Mandziuk, Marcin Goss, Aleksandra Wozniczko
2013	—	`conf`	Multi-game playing - A challenge for computational intelligence. CIHLI Jacek Mandziuk, Yew-Soon Ong, Karol Waledzik
2012	—	`conf`	Bandwidth Selection in Kernel Density Estimators for Multiple-Resolution Classification. ICAISC (1) Mateusz Kobos, Jacek Mandziuk
2012	—	`ch.`	Creating a Personality System for RTS Bots. Believable Bots Jacek Mandziuk, Przemyslaw Szalaj
2012	B	`conf`	Generic Heuristic Approach to General Game Playing. SOFSEM Jacek Mandziuk, Maciej Swiechowski
2012	—	`conf`	Human-Like Intuitive Playing in Board Games. ICONIP (2) Jacek Mandziuk
2012	—	`conf`	Memetic Input Variable Selection in Neuro-Genetic Prediction System. SEAL Jacek Mandziuk, Marcin Jaruszewicz
2012	—	`conf`	Statistically-Induced Kernel Function for Support Vector Machine Classifier. ICAISC (1) Cezary Dendek, Jacek Mandziuk
2011	—	`conf`	Multigame Playing by Means of UCT Enhanced with Automatically Generated Evaluation Functions. AGI Karol Waledzik, Jacek Mandziuk
2011	J	`jnl`	Multiple-resolution classification with combination of density estimators. Connect. Sci. Mateusz Kobos, Jacek Mandziuk
2011	J	`jnl`	Neuro-genetic system for stock index prediction. J. Intell. Fuzzy Syst. Jacek Mandziuk, Marcin Jaruszewicz
2011	J	`jnl`	Towards Cognitively Plausible Game Playing Systems. IEEE Comput. Intell. Mag. Jacek Mandziuk
2010	—	`conf`	CI in General Game Playing - To Date Achievements and Perspectives. ICAISC (2) Karol Waledzik, Jacek Mandziuk
2010	—	`conf`	Classification Based on Multiple-Resolution Data View. ICANN (3) Mateusz Kobos, Jacek Mandziuk
2010	—	`book`	Knowledge-Free and Learning-Based Methods in Intelligent Game Playing Jacek Mandziuk
2010	—	`conf`	The PPSN (2) Karol Waledzik, Jacek Mandziuk
2009	—	`conf`	"Dead" Chromosomes and Their Elimination in the Neuro-Genetic Stock Index Prediction System. ICONIP (2) Jacek Mandziuk, Marcin Jaruszewicz
2009	J	`jnl`	Challenges for Computational Intelligence. IEEE Trans. Neural Networks Wlodzislaw Duch, Jacek Mandziuk
2009	—	`conf`	Classification Based on Combination of Kernel Density Estimators. ICANN (2) Mateusz Kobos, Jacek Mandziuk
2009	J	`jnl`	Learning Without Human Expertise: A Case Study of the Double Dummy Bridge Problem. IEEE Trans. Neural Networks Krzysztof Mossakowski, Jacek Mandziuk
2009	—	`conf`	Neural networks compete with expert human players in solving the Double Dummy Bridge Problem. CIG Jacek Mandziuk, Krzysztof Mossakowski
2009	—	`conf`	Probability-Based Distance Function for Distance-Based Classifiers. ICANN (1) Cezary Dendek, Jacek Mandziuk
2008	C	`conf`	A Neural Network Classifier of Chess Moves. HIS Cezary Dendek, Jacek Mandziuk
2008	—	`conf`	Feature Selection Based on the Rough Set Theory and Expectation-Maximization Clustering Algorithm. RSCTC Farideh Fazayeli, Lipo Wang, Jacek Mandziuk
2008	A	`conf`	Improved Multilabel Classification with Neural Networks. PPSN Rafal Grodzicki, Jacek Mandziuk, Lipo Wang
2008	—	`conf`	Improving Performance of a Binary Classifier by Training Set Selection. ICANN (1) Cezary Dendek, Jacek Mandziuk
2008	B	`conf`	Some thoughts on using Computational Intelligence methods in classical mind board games. IJCNN Jacek Mandziuk
2007	—	`book`	Challenges for Computational Intelligence Wlodzislaw Duch, Jacek Mandziuk
2007	—	`ch.`	Computational Intelligence in Mind Games. Challenges for Computational Intelligence Jacek Mandziuk
2007	—	`conf`	Evolutionary Approach to the Game of Checkers. ICANNGA (1) Magdalena Kusiak, Karol Waledzik, Jacek Mandziuk
2007	C	`conf`	Evolutionary-Progressive Method for Multiple Sequence Alignment. CIBCB Pawel Kupis, Jacek Mandziuk
2007	J	`jnl`	Evolutionary-based heuristic generators for checkers and give-away checkers. Expert Syst. J. Knowl. Eng. Jacek Mandziuk, Magdalena Kusiak, Karol Waledzik
2007	C	`conf`	Example-based Estimation of Hand's Strength in the Game of Bridge with or without Using Explicit Human Knowledge. CIDM Jacek Mandziuk, Krzysztof Mossakowski
2007	—	`conf`	Multiple Sequence Alignment with Evolutionary-Progressive Method. ICANNGA (1) Pawel Kupis, Jacek Mandziuk
2007	B	`conf`	Neuro-evolutionary approach to stock market prediction. IJCNN Jacek Mandziuk, Marcin Jaruszewicz
2006	—	`conf`	Including Metric Space Topology in Neural Networks Training by Ordering Patterns. ICANN (2) Cezary Dendek, Jacek Mandziuk
2006	Misc	`conf`	Neural Networks and the Estimation of Hands' Strength in Contract Bridge. ICAISC Krzysztof Mossakowski, Jacek Mandziuk
2005	—	`conf`	Evolution of Heuristics for Give-Away Checkers. ICANN (2) Magdalena Kusiak, Karol Waledzik, Jacek Mandziuk
2005	J	`jnl`	Neural and Fuzzy Neural Networks in Prediction of Natural Gas Consumption. Neural Parallel Sci. Comput. Nguyen Hoang Viet, Jacek Mandziuk
2004	J	`jnl`	Alpha-Beta Search Enhancements with a Real-Value Game-State Evaluation Function. ICGA J. Jacek Mandziuk, Daniel Osman
2004	Misc	`conf`	Artificial Neural Networks for Solving Double Dummy Bridge Problems. ICAISC Krzysztof Mossakowski, Jacek Mandziuk
2004	B	`conf`	Comparison of TDLeaf(lambda) and TD(lambda) Learning in Game Playing Domain. ICONIP Daniel Osman, Jacek Mandziuk
2004	Misc	`conf`	One Day Prediction of NIKKEI Index Considering Information from Other Stock Markets. ICAISC Marcin Jaruszewicz, Jacek Mandziuk
2004	Misc	`conf`	Temporal Difference Approach to Playing Give-Away Checkers. ICAISC Jacek Mandziuk, Daniel Osman
2003	—	`conf`	Neural and fuzzy neural networks for natural gas consumption prediction. NNSP Nguyen Hoang Viet, Jacek Mandziuk
2003	—	`conf`	Prediction of natural gas consumption with feed-forward and fuzzy neural networks. ICANNGA Nguyen Hoang Viet, Jacek Mandziuk
2002	A	`conf`	Chaotic Time Series Prediction with Neural Networks - Comparison of Several Architectures. ECAI Rafal Mikolajczak, Jacek Mandziuk
2002	J	`jnl`	Incremental class learning approach and its application to handwritten digit recognition. Inf. Sci. Jacek Mandziuk, Lokendra Shastri
2000	J	`jnl`	Optimization with the Hopfield network based on correlated noises: Experimental approach. Neurocomputing Jacek Mandziuk
1999	J	`jnl`	Improvement of Hopfield associative memory by contour enhancement in library patterns. Neural Parallel Sci. Comput. Jacek Mandziuk
1999	B	`conf`	Incremental class learning-an approach to longlife and scalable learning. IJCNN Jacek Mandziuk, Lokendra Shastri
1998	J	`jnl`	Experimental Study of Perceptron-Type Local Learning Rule for Hopfield Associative Memory. Inf. Sci. Arun K. Jagota, Jacek Mandziuk
1998	B	`conf`	Incremental Class Learning Approach and its Application to Handwritten Digit Recognition. ICONIP Jacek Mandziuk, Lokendra Shastri
1997	—	`conf`	Pulsed noise-based stochastic optimization with the Hopfield model. ICNN Jacek Mandziuk
1995	J	`jnl`	Solving the N-Queens problem with a binary Hopfield-type network. Biol. Cybern. Jacek Mandziuk
1992	J	`jnl`	A neural network designed to solve the N-Queens Problem. Biol. Cybern. Jacek Mandziuk, Bohdan Macuk