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Artificial Intelligence and Soft Computing

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Cover of 'Artificial Intelligence and Soft Computing'

Table of Contents

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    Book Overview
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    Chapter 1 Hybrid System of ART and RBF Neural Networks for Classification of Vibration Signals and Operational States of Wind Turbines
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    Chapter 2 The Parallel Approach to the Conjugate Gradient Learning Algorithm for the Feedforward Neural Networks
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    Chapter 3 A Cascade Neural Network Architecture Investigating Surface Plasmon Polaritons Propagation for Thin Metals in OpenMP
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    Chapter 4 Application of Support Vector Machines, Convolutional Neural Networks and Deep Belief Networks to Recognition of Partially Occluded Objects
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    Chapter 5 A New Multilayer Perceptron Initialisation Method with Selection of Weights on the Basis of the Function Variability
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    Chapter 6 Soft Committee Machine Using Simple Derivative Term
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    Chapter 7 Representations of Highly-Varying Functions by One-Hidden-Layer Networks
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    Chapter 8 Non-euclidean Principal Component Analysis for Matrices by Hebbian Learning
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    Chapter 9 Spin-glass Implementation of a Hopfield Neural Structure
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    Chapter 10 Neural-Network Based Robust FTC: Application to Wind Turbines
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    Chapter 11 An Improved Adaptive Self-Organizing Map
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    Chapter 12 Usage of the TRACO Compiler for Neural Network Parallelization
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    Chapter 13 Training Neural Networks on Noisy Data
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    Chapter 14 Principal Component Analysis to Reduce Forecasting Error of Industrial Energy Consumption in Models Based on Neural Networks
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    Chapter 15 Boundedness of Weight Elimination for BP Neural Networks
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    Chapter 16 New Method for Nonlinear Fuzzy Correction Modelling of Dynamic Objects
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    Chapter 17 Intuitionistic Fuzzy Decision Trees - A New Approach
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    Chapter 18 An Industrial Fuzzy PID Autotuner Based on the Relay Method
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    Chapter 19 A New Pseudo-metric for Fuzzy Sets
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    Chapter 20 New Method for Design of Fuzzy Systems for Nonlinear Modelling Using Different Criteria of Interpretability
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    Chapter 21 Fuzzy Reinforcement Learning for Dynamic Power Control in Cognitive Radio Networks
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    Chapter 22 On Multi-subjectivity in Linguistic Summarization of Relational Databases
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    Chapter 23 The Learning of Neuro-Fuzzy Classifier with Fuzzy Rough Sets for Imprecise Datasets
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    Chapter 24 Aggregation Operator for Ordered Fuzzy Numbers Concerning the Direction
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    Chapter 25 The Idea for the Integration of Neuro-Fuzzy Hardware Emulators with Real-Time Network
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    Chapter 26 Hierarchical Fuzzy Logic Systems: Current Research and Perspectives
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    Chapter 27 Application of Models of Relational Fuzzy Cognitive Maps for Prediction of Work of Complex Systems
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    Chapter 28 Color Digital Picture Recognition Based on Fuzzy Granulation Approach
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    Chapter 29 Clustering of Vehicle Usage Behavior by Means of Artificial Bee Colony
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    Chapter 30 Search Space Analysis for the Combined Mathematical Model (Linear and Nonlinear) of the Water Distribution Network Design Problem
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    Chapter 31 Archive Management in Interactive Evolutionary Computation with Minimum Requirement for Human User’s Fitness Evaluation Ability
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    Chapter 32 Investigation of Mutation Strategies in Differential Evolution for Solving Global Optimization Problems
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    Chapter 33 Robust Consensus: A New Measure for Multicriteria Robust Group Decision Making Problems Using Evolutionary Approach
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    Chapter 34 Preliminary Study on the Particle Swarm Optimization with the Particle Performance Evaluation
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    Chapter 35 Numerical Optimal Control of Integral-Algebraic Equations Using Differential Evolution with Fletcher’s Filter
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    Chapter 36 Multi-chaotic Differential Evolution: A Preliminary Study
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    Chapter 37 Evolutionary Multi-modal Optimization with the Use of Multi-objective Techniques
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    Chapter 38 Aspects of the Selection of the Structure and Parameters of Controllers Using Selected Population Based Algorithms
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    Chapter 39 Evolutionary Approach with Multiple Quality Criteria for Controller Design
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    Chapter 40 Optimization of Router Deployment for Sensor Networks Using Genetic Algorithm
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    Chapter 41 On Applying Evolutionary Computation Methods to Optimization of Vacation Cycle Costs in Finite-Buffer Queue
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    Chapter 42 On Convergence of Evolutionary Algorithms Powered by Non-random Generators
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    Chapter 43 A Semantic Kernel for Text Classification Based on Iterative Higher–Order Relations between Words and Documents
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    Chapter 44 Nonparametric Extension of Regression Functions Outside Domain
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    Chapter 45 Nonparametric Function Fitting in the Presence of Nonstationary Noise
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    Chapter 46 One-Class Classification Decomposition for Imbalanced Classification of Breast Cancer Malignancy Data
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    Chapter 47 Comparison of Tree-Based Ensembles in Application to Censored Data
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    Chapter 48 Advanced Oblique Rule Generating Based on PCA
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    Chapter 49 Statistical Assessment of Signal and Image Symmetries
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    Chapter 50 Statistical Classifier with Ordered Decisions as an Image Based Controller with Application to Gas Burners
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    Chapter 51 Crop Classification Using Different Color Spaces and RBF Neural Networks
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    Chapter 52 Small Sample Size in High Dimensional Space - Minimum Distance Based Classification
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    Chapter 53 Failures Prediction in the Cold Forging Process Using Machine Learning Methods
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    Chapter 54 An Approach for Imperfection Propagation: Application to Land Cover Change Prediction
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    Chapter 55 Large-Scale Region-Based Multimedia Retrieval for Solar Images
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    Chapter 56 Three-Dimensional Urban-Type Scene Representation in Vision System of Unmanned Flying Vehicles
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    Chapter 57 Classification of Dynamic Sequences of 3D Point Clouds
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    Chapter 58 Texture Image Classification with Improved Weber Local Descriptor
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    Chapter 59 Different Orderings and Visual Sequence Alignment Algorithms for Image Classification
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    Chapter 60 Surface Mixture Models for the Optimization of Object Boundary Representation
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    Chapter 61 Video Compression Algorithm Based on Neural Network Structures
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    Chapter 62 A New Image Reconstruction from Projections Algorithm
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    Chapter 63 Discovering Multi-sense Features from Images Using Random Indexing
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    Chapter 64 Recognition of Signed Expressions Using Symbolic Aggregate Approximation
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    Chapter 65 Dimensionality Reduction of Dynamic Animations Using HO-SVD
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    Chapter 66 Big Data Paradigm Developed in Volunteer Grid System with Genetic Programming Scheduler
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    Chapter 67 Novel Algorithm for Translation from Image Content to Semantic Form
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    Chapter 68 Recommendations and Object Discovery in Graph Databases Using Path Semantic Analysis
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    Chapter 69 Belief Propagation during Data Integration in a P2P Network
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Title
Artificial Intelligence and Soft Computing
Published by
Springer International Publishing, January 2014
DOI 10.1007/978-3-319-07173-2
ISBNs
978-3-31-907172-5, 978-3-31-907173-2
Editors

Leszek Rutkowski, Marcin Korytkowski, Rafał Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada

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The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 21 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 21 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 1 5%
Student > Master 1 5%
Unknown 19 90%
Readers by discipline Count As %
Computer Science 1 5%
Earth and Planetary Sciences 1 5%
Unknown 19 90%