Advances in Data Analysis with Computational Intelligence Methods Dedicated to Professor Jacek Żurada
This book is a tribute to Professor Jacek Żurada, who is best known for his contributions to computational intelligence and knowledge-based neurocomputing. It is dedicated to Professor Jacek Żurada, Full Professor at the Computational Intelligence Laboratory, Department of Electrical and Computer En...
| Other Authors: | , , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2018, 2018
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| Edition: | 1st ed. 2018 |
| Series: | Studies in Computational Intelligence
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- PART 1, Data mining, machine learning, knowledge discovery, Tensor Networks for Dimensionality Reduction, Big Data and Deep Learning
- Local Data Characteristics in Learning Classifiers from Imbalanced Data
- Similarity dimensions of semantic ontologies
- Some interesting phenomenon occurring during self-learning process with its psychological interpretation
- PART 2, Neural networks and connectionist systems, On the interpretation and characterization of echo state networks dynamics: A complex systems perspective
- Optimization of Ensemble Neural Networks with Type-1 and Interval Type-2 Fuzzy Integration for Forecasting the Taiwan Stock Exchange
- Deep Neural Networks – A Brief History
- PART 3, Intelligent technologies in systems modeling, Techniques for Construction and Integration of Rule Bases
- New Aspects of Interpretability of Fuzzy Systems for Nonlinear Modeling
- On the intuitionistic fuzzy sets of n-th type
- PART 4. Intelligent technologies in decision making, optimization and control, MCTS/UCT in solving real-life problems
- Interactive cone contraction for evolutionary mutliple objective optimization
- A review of fuzzy and mathematic methods for dynamic parameter adaptation in the firefly algorithm
- PART 5. Applications of intelligent technologies Computational Intelligence Methods in Personalized Pharmacotherapy
- Embodying Intelligence in Autonomous and Robotic Systems with the Use of Cognitive Psychology and Motivation Theories
- Evolutionary Approach for Automatic Design of PID Controllers
- Fuzzy-genetic approach to identity verification using a handwritten signature
- A method of design and optimization for SiC-based grid-connected AC-DC converters