Advances in data analysis with computational intelligence methods : dedicated to Professor Jacek Żurada /: dedicated to Professor Jacek Żurada. ([2018])

• Record Type: Book
• Further Information: Note: Adam E. Gawęda, Janusz Kacprzyk, Leszek Rutkowski, Gary G. Yen, editors.
• Editors: Gawęda, Adam E; Kacprzyk, Janusz; Rutkowski, Leszek; Yen, Gary G
• Other Names: Zurada, Jacek M honouree.
• 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.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Extent: 1 online resource (xx, 412 pages), illustrations (some color)
• Subjects: 006.3; Engineering; Computational intelligence; Data mining; Computational intelligence; Data mining; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Artificial intelligence; Electronic books; Electronic book
• Languages: English
• ISBNs: 9783319679464; 3319679465
• Related ISBNs: 9783319679457; 3319679457
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed September 29, 2017).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.