Innovations in Hybrid Intelligent Systems

Front Matter....Pages I-XV
Hybrid Artificial Intelligence Systems....Pages XVI-XVI
Analysis of Emergent Properties in a Hybrid Bio-inspired Architecture for Cognitive Agents....Pages 1-8
Using Semantic Causality Graphs to Validate MAS Models....Pages 9-16
A Multiagent Framework to Animate Socially Intelligent Agents....Pages 17-24
Context Aware Hybrid Agents on Automated Dynamic Environments....Pages 25-32
Sensitive Stigmergic Agent Systems — A Hybrid Approach to Combinatorial Optimization....Pages 33-39
Agent-Based Social Modeling and Simulation with Fuzzy Sets....Pages 40-47
Stage-Dependent Fuzzy-valued Loss Function in Two-Stage Binary Classifier....Pages 48-55
A Feature Selection Method Using a Fuzzy Mutual Information Measure....Pages 56-63
Interval Type-2 ANFIS....Pages 64-71
A Vision-Based Hybrid Classifier for Weeds Detection in Precision Agriculture Through the Bayesian and Fuzzy k-Means Paradigms....Pages 72-79
Development of Multi-output Neural Networks for Data Integration — A Case Study....Pages 80-87
Combined Projection and Kernel Basis Functions for Classification in Evolutionary Neural Networks....Pages 88-95
Modeling Heterogeneous Data Sets with Neural Networks....Pages 96-103
A Computational Model of the Equivalence Class Formation Psychological Phenomenon....Pages 104-111
Data Security Analysis Using Unsupervised Learning and Explanations....Pages 112-119
Finding Optimal Model Parameters by Discrete Grid Search....Pages 120-127
A Hybrid Algorithm for Solving Clustering Problems....Pages 128-135
Clustering Search Heuristic for the Capacitated p -Median Problem....Pages 136-143
Experiments with Trained and Untrained Fusers....Pages 144-150
Fusion of Visualization Induced SOM....Pages 151-158
Open Intelligent Robot Controller Based on Field-Bus and RTOS....Pages 159-166
Evolutionary Controllers for Snake Robots Basic Movements....Pages 167-174
Evolution of Neuro-controllers for Multi-link Robots....Pages 175-182
Solving Linear Difference Equations by Means of Cellular Automata....Pages 183-190
Automated Classification Tree Evolution Through Hybrid Metaheuristics....Pages 191-198
Machine Learning to Analyze Migration Parameters in Parallel Genetic Algorithms....Pages 199-206
Collaborative Evolutionary Swarm Optimization with a Gauss Chaotic Sequence Generator....Pages 207-214
A New PSO Algorithm with Crossover Operator for Global Optimization Problems....Pages 215-222
Solving Bin Packing Problem with a Hybridization of Hard Computing and Soft Computing....Pages 223-230
Design of Artificial Neural Networks Based on Genetic Algorithms to Forecast Time Series....Pages 231-238
Experimental Analysis for the Lennard-Jones Problem Solution....Pages 239-246
Application of Genetic Algorithms to Strip Hot Rolling Scheduling....Pages 247-254
Synergy of PSO and Bacterial Foraging Optimization — A Comparative Study on Numerical Benchmarks....Pages 255-263
Bayes-Based Relevance Feedback Method for CBIR....Pages 264-271
A Novel Hierarchical Block Image Retrieval Scheme Based Invariant Features....Pages 272-279
A New Unsupervised Hybrid Classifier for Natural Textures in Images....Pages 280-287
Visual Texture Characterization of Recycled Paper Quality....Pages 288-295
Combining Improved FYDPS Neural Networks and Case-Based Planning — A Case Study....Pages 296-303
CBR Contributions to Argumentation in MAS....Pages 304-311
Case-Base Maintenance in an Associative Memory Organized by a Self-Organization Map....Pages 312-319
Hybrid Multi Agent-Neural Network Intrusion Detection with Mobile Visualization....Pages 320-328
Knowledge Extraction from Environmental Data Through a Cognitive Architecture....Pages 329-336
A Model of Affective Entities for Effective Learning Environments....Pages 337-344
Image Restoration in Electron Cryotomography — Towards Cellular Ultrastructure at Molecular Level....Pages 345-352
SeqTrim — A Validation and Trimming Tool for All Purpose Sequence Reads....Pages 353-360
A Web Tool to Discover Full-Length Sequences — Full-Lengther....Pages 361-368
Discovering the Intrinsic Dimensionality of BLOSUM Substitution Matrices Using Evolutionary MDS....Pages 369-376
Autonomous FYDPS Neural Network-Based Planner Agent for Health Care in Geriatric Residences....Pages 377-384
Structure-Preserving Noise Reduction in Biological Imaging....Pages 385-392
Ensemble of Support Vector Machines to Improve the Cancer Class Prediction Based on the Gene Expression Profiles....Pages 393-400
NATPRO-C13 — An Interactive Tool for the Structural Elucidation of Natural Compounds....Pages 401-410
Application of Chemoinformatic Tools for the Analysis of Virtual Screening Studies of Tubulin Inhibitors....Pages 411-417
Identification of Glaucoma Stages with Artificial Neural Networks Using Retinal Nerve Fibre Layer Analysis and Visual Field Parameters....Pages 418-424
Dimensional Reduction in the Protein Secondary Structure Prediction — Nonlinear Method Improvements....Pages 425-432
Focused Crawling for Retrieving Chemical Information....Pages 433-438
Optimal Portfolio Selection with Threshold in Stochastic Market....Pages 439-445
Classification Based on Association Rules for Adaptive Web Systems....Pages 446-453
Statistical Selection of Relevant Features to Classify Random, Scale Free and Exponential Networks....Pages 454-461
Open Partner Grid Service Architecture in eBusiness....Pages 462-469
An Architecture to Support Programming Algorithm Learning by Problem Solving....Pages 470-477
Explain a Weblog Community....Pages 478-485
Implementing Data Mining to Improve a Game Board Based on Cultural Algorithms....Pages 486-493
Back Matter....Pages 495-497