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Author:   Leszek Rutkowski ,  Marcin Korytkowski ,  Rafał Scherer ,  Ryszard Tadeusiewicz
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   2014 ed.
Volume:   8467
Dimensions:   Width: 15.50cm , Height: 4.30cm , Length: 23.50cm
Weight:   1.276kg
ISBN:  

9783319071725

ISBN 10:   3319071726
Pages:   820
Publication Date:   26 June 2014
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
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Table of Contents

Hybrid System of ART and RBF Neural Networks for Classification of Vibration Signals and Operational States of Wind Turbines.- The Parallel Approach to the Conjugate Gradient Learning Algorithm for the Feedforward Neural Networks.- A Cascade Neural Network Architecture Investigating Surface Plasmon Polaritons Propagation for Thin Metals in OpenMP.- Application of Support Vector Machines, Convolutional Neural Networks and Deep Belief Networks to Recognition of Partially Occluded Objects.- A New Multilayer Perceptron Initialisation Method with Selection of Weights on the Basis of the Function Variability.- Soft Committee Machine Using Simple Derivative Term.- Representations of Highly-Varying Functions by One-Hidden-Layer Networks.- Non-Euclidean Principal Component Analysis for Matrices by Hebbian Learning.- Spin-Glass Implementation of a Hopfield Neural Structure.- Neural-Network Based Robust FTC: Application to Wind Turbines.- An Improved Adaptive Self-Organizing Map.- Usage of the TRACO Compiler for Neural Network Parallelization.- Training Neural Networks on Noisy Data.- Principal Component Analysis to Reduce Forecasting Error of Industrial Energy Consumption in Models Based on Neural Networks.- Boundedness of Weight Elimination for BP Neural Networks.- New Method for Nonlinear Fuzzy Correction Modelling of Dynamic Objects.- Intuitionistic Fuzzy Decision Trees - A New Approach.- An Industrial Fuzzy PID Autotuner Based on the Relay Method.- A New Pseudo-metric for Fuzzy Sets.- New Method for Design of Fuzzy Systems for Nonlinear Modelling Using Different Criteria of Interpretability.- Fuzzy Reinforcement Learning for Dynamic Power Control in Cognitive Radio Networks.- On Multi-subjectivity in Linguistic Summarization of Relational Databases.- The Learning of Neuro-Fuzzy Classifier with Fuzzy Rough Sets for Imprecise Datasets.- Aggregation Operator for Ordered Fuzzy Numbers Concerning the Direction.- The Idea for the Integration of Neuro-Fuzzy Hardware Emulators with Real-Time Network.- Hierarchical Fuzzy Logic Systems. Current Research and Perspectives.- Application of Models of Relational Fuzzy Cognitive Maps for Prediction of Work of Complex Systems.- Color Digital Picture Recognition Based on Fuzzy Granulation Approach.- Clustering of Vehicle Usage Behavior by Means of Artificial Bee Colony.- Search Space Analysis for the Combined Mathematical Model (Linear and Nonlinear) of the Water Distribution Network Design Problem.- Archive Management in Interactive Evolutionary Computation with Minimum Requirement for Human User’s Fitness Evaluation Ability.- Investigation of Mutation Strategies in Differential Evolution for Solving Global Optimization Problems.- Robust Consensus: A New Measure for Multicriteria Robust Group Decision Making Problems Using Evolutionary Approach.- Preliminary Study on the Particle Swarm Optimization with the Particle Performance Evaluation.- Numerical Optimal Control of Integral-Algebraic Equations Using Differential Evolution with Fletcher’s Filter.- Multi-chaotic Differential Evolution: A Preliminary Study.- Evolutionary Multi-modal Optimization with the Use of Multi-objective Techniques.- Aspects of the Selection of the Structure and Parameters of Controllers Using Selected Population Based Evolutionary Approach with Multiple Quality Criteria for Controller Design.- Optimization of Router Deployment for Sensor Networks Using Genetic Algorithm.- On Applying Evolutionary Computation Methods to Optimization of Vacation Cycle Costs in Finite-Buffer Queue.- On Convergence of Evolutionary Algorithms Powered by Non-random Generators.- A Semantic Kernel for Text Classification Based on Iterative Higher–Order Relations between Words and Documents.- Nonparametric Extension of Regression Functions Outside Domain.- Nonparametric Function Fitting in the Presence of Nonstationary Noise.- One-Class Classification Decomposition for Imbalanced Classification of Breast Cancer Malignancy Data.- Comparison ofTree-Based Ensembles in Application to Censored Data.- Advanced Oblique Rule Generating Based on PCA.- Statistical Assessment of Signal and Image Symmetries.- Statistical Classifier with Ordered Decisions as an Image Based Controller with Application to Gas Burners.- Crop Classification Using Different Color Spaces and RBF Neural Networks.- Small Sample Size in High Dimensional Space - Minimum Distance Based Classification.- Failures Prediction in the Cold Forging Process Using Machine Learning Methods.- An Approach for Imperfection Propagation: Application to Land Cover Change Prediction.- Large-Scale Region-Based Multimedia Retrieval for Solar Images.- Three-Dimensional Urban-Type Scene Representation in Vision System of Unmanned Flying Vehicles.- Classification of Dynamic Sequences of 3D Point Clouds.- Texture Image Classification with Improved Weber Local Descriptor.- Different Orderings and Visual Sequence Alignment Algorithms for Image Classification.- Surface Mixture Models for the Optimization of Object Boundary Representation.- Video Compression Algorithm Based on Neural Network Structures.- A New Image Reconstruction from Projections Algorithm.- Discovering Multi-sense Features from Images Using Random Indexing.- Recognition of Signed Expressions Using Symbolic Aggregate Approximation.- Dimensionality Reduction of Dynamic Animations Using HO-SVD.- Big Data Paradigm Developed in Volunteer Grid System with Genetic Programming Scheduler.- Novel Algorithm for Translation from Image Content to Semantic Form.- Recommendations and Object Discovery in Graph Databases Using Path Semantic Analysis.- Belief Propagation during Data Integration in a P2P Network.

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