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ORCIDDedicated to Jacek M. Zurada, 2018
- Adam E. Gaweda, Janusz Kacprzyk, Leszek Rutkowski
, Gary G. Yen:
Advances in Data Analysis with Computational Intelligence Methods - Dedicated to Professor Jacek Żurada. Studies in Computational Intelligence 738, Springer 2018, ISBN 978-3-319-67945-7
Data Mining, Machine Learning, Knowledge Discovery
- Andrzej Cichocki:
Tensor Networks for Dimensionality Reduction, Big Data and Deep Learning. 3-49 - Jerzy Blaszczynski, Jerzy Stefanowski:
Local Data Characteristics in Learning Classifiers from Imbalanced Data. 51-85 - Pawel Szmeja, Maria Ganzha, Marcin Paprzycki, Wieslaw Pawlowski:
Dimensions of Semantic Similarity. 87-125 - Ryszard Tadeusiewicz:
Some Interesting Phenomenon Occurring During Self-learning Process with Its Psychological Interpretation. 127-139
Neural Networks and Connectionist Systems
- Filippo Maria Bianchi, Lorenzo Livi, Cesare Alippi:
On the Interpretation and Characterization of Echo State Networks Dynamics: A Complex Systems Perspective. 143-167 - Martha Pulido, Patricia Melin, Olivia Mendoza:
Optimization of Ensemble Neural Networks with Type-1 and Interval Type-2 Fuzzy Integration for Forecasting the Taiwan Stock Exchange. 169-181 - Krzysztof J. Cios:
Deep Neural Networks - A Brief History. 183-200
Intelligent Technologies in Systems Modeling
- Grzegorz J. Nalepa:
Techniques for Construction and Integration of Rule Bases. 203-223 - Krystian Lapa, Krzysztof Cpalka, Leszek Rutkowski:
New Aspects of Interpretability of Fuzzy Systems for Nonlinear Modeling. 225-264 - Krassimir T. Atanassov, Peter Vassilev:
On the Intuitionistic Fuzzy Sets of n-th Type. 265-274
Intelligent Technologies in Decision Making, Optimization and Control
- Jacek Mandziuk:
MCTS/UCT in Solving Real-Life Problems. 277-292 - Milosz Kadzinski, Michal K. Tomczyk, Roman Slowinski:
Interactive Cone Contraction for Evolutionary Mutliple Objective Optimization. 293-309 - Oscar Castillo, Carlos Soto, Fevrier Valdez:
A Review of Fuzzy and Mathematic Methods for Dynamic Parameter Adaptation in the Firefly Algorithm. 311-321
Applications of Intelligent Technologies
- Adam E. Gaweda, Michael E. Brier:
Computational Intelligence Methods in Personalized Pharmacotherapy. 325-333 - Zdzislaw Kowalczuk, Michal Czubenko:
Embodying Intelligence in Autonomous and Robotic Systems with the Use of Cognitive Psychology and Motivation Theories. 335-352 - Krystian Lapa, Krzysztof Cpalka:
Evolutionary Approach for Automatic Design of PID Controllers. 353-373 - Marcin Zalasinski, Krzysztof Cpalka, Leszek Rutkowski:
Fuzzy-Genetic Approach to Identity Verification Using a Handwritten Signature. 375-394 - Szymon Piasecki, Robert Szmurlo, Jacek Rabkowski, Marian P. Kazmierkowski:
A Method of Design and Optimization for SiC-Based Grid-Connected AC-DC Converters. 395-412
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