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Innovations in Hybrid Intelligent Systems : Advances in Intelligent and Soft Computing - Emilio S. Corchado Rodriguez

Innovations in Hybrid Intelligent Systems

Advances in Intelligent and Soft Computing

Paperback

Published: 6th November 2007
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This carefully edited book combines symbolic and sub-symbolic techniques to construct more robust and reliable problem solving models. This volume focused on "Hybrid Artificial Intelligence Systems" contains a collection of papers that were presented at the 2nd International Workshop on Hybrid Artificial Intelligence Systems, held in 12 - 13 November, 2007, Salamanca, Spain.

Agents and Multiagent Systems
Analysis of Emergent Properties in a Hybrid Bio-inspired Architecture for Cognitive Agentsp. 1
Using Semantic Causality Graphs to Validate MAS Modelsp. 9
A Multiagent Framework to Animate Socially Intelligent Agentsp. 17
Context Aware Hybrid Agents on Automated Dynamic Environmentsp. 25
Sensitive Stigmergic Agent Systems - A Hybrid Approach to Combinatorial Optimizationp. 33
Fuzzy Systems
Agent-Based Social Modeling and Simulation with Fuzzy Setsp. 40
Stage-Dependent Fuzzy-valued Loss Function in Two-Stage Binary Classifierp. 48
A Feature Selection Method Using a Fuzzy Mutual Information Measurep. 56
Interval Type-2 ANFISp. 64
A Vision-Based Hybrid Classifier for Weeds Detection in Precision Agriculture Through the Bayesian and Fuzzy k-Means Paradigmsp. 72
Artificial Neural Networks
Development of Multi-output Neural Networks for Data Integration - A Case Studyp. 80
Combined Projection and Kernel Basis Functions for Classification in Evolutionary Neural Networksp. 88
Modeling Heterogeneous Data Sets with Neural Networksp. 96
A Computational Model of the Equivalence Class Formation Psychological Phenomenonp. 104
Data Security Analysis Using Unsupervised Learning and Explanationsp. 112
Finding Optimal Model Parameters by Discrete Grid Searchp. 120
Clustering and Multiclassfier Systems
A Hybrid Algorithm for Solving Clustering Problemsp. 128
Clustering Search Heuristic for the Capacitated p-Median Problemp. 136
Experiments with Trained and Untrained Fusersp. 144
Fusion of Visualization Induced SOMp. 151
Robots
Open Intelligent Robot Controller Based on Field-Bus and RTOSp. 159
Evolutionary Controllers for Snake Robots Basic Movementsp. 167
Evolution of Neuro-controllers for Multi-link Robotsp. 175
Solving Linear Difference Equations by Means of Cellular Automatap. 183
Metaheuristics and Optimization Models
Automated Classification Tree Evolution Through Hybrid Metaheuristicsp. 191
Machine Learning to Analyze Migration Parameters in Parallel Genetic Algorithmsp. 199
Collaborative Evolutionary Swarm Optimization with a Gauss Chaotic Sequence Generatorp. 207
A New PSO Algorithm with Crossover Operator for Global Optimization Problemsp. 215
Solving Bin Packing Problem with a Hybridization of Hard Computing and Soft Computingp. 223
Design of Artificial Neural Networks Based on Genetic Algorithms to Forecast Time Seriesp. 231
Experimental Analysis for the Lennard-Jones Problem Solutionp. 239
Application of Genetic Algorithms to Strip Hot Rolling Schedulingp. 247
Synergy of PSO and Bacterial Foraging Optimization - A Comparative Study on Numerical Benchmarksp. 255
Artificial Vision
Bayes-Based Relevance Feedback Method for CBIRp. 264
A Novel Hierarchical Block Image Retrieval Scheme Based Invariant Featuresp. 272
A New Unsupervised Hybrid Classifier for Natural Textures in Imagesp. 280
Visual Texture Characterization of Recycled Paper Qualityp. 288
Case-Based Reasoning
Combining Improved FYDPS Neural Networks and Case-Based Planning - A Case Studyp. 296
CBR Contributions to Argumentation in MASp. 304
Case-Base Maintenance in an Associative Memory Organized by a Self-Organization Mapp. 312
Hybrid Multi Agent-Neural Network Intrusion Detection with Mobile Visualizationp. 320
Learning Models
Knowledge Extraction from Environmental Data Through a Cognitive Architecturep. 329
A Model of Affective Entities for Effective Learning Environmentsp. 337
Bioinformatics
Image Restoration in Electron Cryotomography - Towards Cellular Ultrastructure at Molecular Levelp. 345
SeqTrim - A Validation and Trimming Tool for All Purpose Sequence Readsp. 353
A Web Tool to Discover Full-Length Sequences - Full-Lengtherp. 361
Discovering the Intrinsic Dimensionality of BLOSUM Substitution Matrices Using Evolutionary MDSp. 369
Autonomous FYDPS Neural Network-Based Planner Agent for Health Care in Geriatric Residencesp. 377
Structure-Preserving Noise Reduction in Biological Imagingp. 385
Ensemble of Support Vector Machines to Improve the Cancer Class Prediction Based on the Gene Expression Profilesp. 393
NATPRO-C13 - An Interactive Tool for the Structural Elucidation of Natural Compoundsp. 401
Application of Chemoinformatic Tools for the Analysis of Virtual Screening Studies of Tubulin Inhibitorsp. 411
Identification of Glaucoma Stages with Artificial Neural Networks Using Retinal Nerve Fibre Layer Analysis and Visual Field Parametersp. 418
Dimensional Reduction in the Protein Secondary Structure Prediction - Nonlinear Method Improvementsp. 425
Other Applications
Focused Crawling for Retrieving Chemical Informationp. 433
Optimal Portfolio Selection with Threshold in Stochastic Marketp. 439
Classification Based on Association Rules for Adaptive Web Systemsp. 446
Statistical Selection of Relevant Features to Classify Random, Scale Free and Exponential Networksp. 454
Open Partner Grid Service Architecture in eBusinessp. 462
An Architecture to Support Programming Algorithm Learning by Problem Solvingp. 470
Explain a Weblog Communityp. 478
Implementing Data Mining to Improve a Game Board Based on Cultural Algorithmsp. 486
Author Indexp. 495
Table of Contents provided by Ingram. All Rights Reserved.

ISBN: 9783540749714
ISBN-10: 3540749713
Series: Advances in Intelligent and Soft Computing
Audience: Tertiary; University or College
Format: Paperback
Language: English
Number Of Pages: 498
Published: 6th November 2007
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.5 x 15.5  x 2.92
Weight (kg): 1.59