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"Recent Advances in Intelligent Engineering Systems" ed. by János Fodor, et al. (Repost)

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"Recent Advances in Intelligent Engineering Systems" ed. by  János Fodor, et al. (Repost)

"Recent Advances in Intelligent Engineering Systems" ed.by János Fodor, Ryszard Klempous, Carmen Paz Suárez Araujo
Studies in Computational Intelligence, Volume 378
Springer | 2013 | ISBN: 3642232280 9783642232282 | 460 pages | PDF | 11 MB

This volume is a collection of 19 chapters on intelligent engineering systems written by respectable experts of the Intelligent Engineering Systems.

Computational intelligence represents a widely spread interdisciplinary research area with many applications in various disciplines including engineering, medicine, technology, environment, among others.

The book consists of three parts.
The first part is devoted to the foundational aspects of computational intelligence, and includes studies in genetic algorithms, fuzzy logic connectives, enhanced intelligence in product models, nature-inspired optimization technologies, particle swarm optimization, evolution algorithms, model complexity of neural networks, and fitness landscape analysis.
The second part contains contributions to intelligent computation in networks. The covered subjects include the application of self-organizing maps for early detection of denial of service attacks, combating security threats via immunity and adaptability in cognitive radio networks, novel modifications in WSN network design for improved SNR and reliability, a conceptual framework for the design of audio based cognitive infocommunication channels, and a case study on the advantages of fuzzy and anytime signal- and image processing techniques.


Contents
Foreword
Preface
Part I: Foundation of Computational Intelligence
1 Analysis of Allele Distribution Dynamics in Different Genetic Algorithms
2 Pliant Operator System
3 Coordinated and Recorded Human Interactions for Enhanced Intelligence in Product Model
4 Optimization Technologies for Hard Problems
5 Cooperation Particle Swarm Optimization with Discrete Events Systems by Dynamical Rescheduling
6 Multiobjective Differential Evolution Algorithm with Self-Adaptive Learning Process
7 Model Complexity of Neural Networks in High-Dimensional Approximation
8 A Comprehensive Survey on Fitness Landscape Analysis
Part II: Intelligent Computation in Networks
9 Self-Organizing Maps for Early Detection of Denial of Sen/ice Attacks
10 Combating Security Threats via Immunity and Adaptability in Cognitive Radio Networks
11 Novel Modifications in WSN Network Design for Improved SNR and Reliability
12 A Conceptual Framework for the Design of Audio Based Cognitive Infocommunication Channels
13 Advantages of Fuzzy and Anytime Signal- and Image Processing Techniques - A Case Study
Part III: Application of Computational Intelligence
14 Differential Diagnosis of Dementia Using HUMANN-S Based Ensembles
15 Texture Classification in Bioindicator Images Processing
16 Identification Approach Lip-Based Biometric
17 Computational Intelligence in Multi-channel EEG Signal Analysis
18 WebService-Based Solution for an Intelligent TeleCare System
19 Learning Iris Biometric Digital Identities for Secure Authentication: A Neural-Evolutionary Perspective Pioneering Intelligent Iris Identification
Author Index
with TOC BookMarkLinks