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Computer Science - Software Engineering | Hybrid Artificial Intelligence Systems - Third International Workshop, HAIS 2008, Burgos, Spain,

Hybrid Artificial Intelligence Systems

Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008, Proceedings

Corchado, Emilio, Abraham, Ajith (Eds.)


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This volume constitutes the proceedings of the Third International Workshop on Hybrid Artificial Intelligence Systems, HAIS 2008, held in Burgos, Spain, during September 24-26, 2008.

The 93 papers presented, together with 4 invited talks,  were carefully reviewed and selected from 280 submissions. The topics covered are agents and multi-agent systems; evolutionary computation; connectionist models; optimization sysetms; fuzzy logic systems; classification and classifiers; cluster analysis; video and image analysis; learning systems, algorithms and applications; hybrid systems based on negotiation and social network modelling; real world applications of HAIS under uncertainty; hybrid intelligent systems for multi-robot and multi-agent systems; applications of hybrid artificial intelligence in bioinformatics; and novel approaches to genetic fuzzy systems.

Content Level » Research

Keywords » algorithms - artificial intelligence - bioinformatics - classification - cluster analysis - fuzzy - image analysis - intelligence - intelligent systems - learning - multi-agent system - optimization - robot - uncertainty

Related subjects » Artificial Intelligence - Database Management & Information Retrieval - Software Engineering - Theoretical Computer Science

Table of contents 

Invited Talks.- Data Mining: Algorithms and Problems.- Do Smart Adaptive Systems Exist? Hybrid Intelligent Systems Perspective.- Design of Experiments in Computational Intelligence: On the Use of Statistical Inference.- Nonlinear Principal Manifolds – Adaptive Hybrid Learning Approaches.- Agents and Multi-agent Systems.- Multi-agent ERA Model Based on Belief Interaction Solves Wireless Sensor Networks Routing Problem.- Multi-agent System for Management and Monitoring of Routes Surveillance.- Classification Agent-Based Techniques for Detecting Intrusions in Databases.- Hybrid Multi-Agent Architecture (HoCa) Applied to the Control and Supervision of Patients in Their Homes.- JADE/LEAP Agents in an Aml Domain.- Design Patterns for Combining Social and Individual Intelligences on Modular-Based Agents.- Experiments in Multi Agent Learning.- Agent-Based Simulation of Business Processes in a Virtual World.- Temporal-Bounded CBR for the Management of Commitments in RT-Agents.- Evolutionary Computation.- A Constrained Dynamic Evolutionary Algorithm with Adaptive Penalty Coefficient.- Enhanced Cooperative Co-evolution Genetic Algorithm for Rule-Based Pattern Classification.- Learning User Profile with Genetic Algorithm in AmI Applications.- Unsupervised Genetic Algorithm Deployed for Intrusion Detection.- Automatic Neural Net Design by Means of a Symbiotic Co-evolutionary Algorithm.- Hybrid Multi-population Collaborative Asynchronous Search.- An Evolutionary Approach for Tuning Artificial Neural Network Parameters.- A Hybrid Evolutionary Multiobjective Approach for the Component Selection Problem.- A New Quantum Evolutionary Local Search Algorithm for MAX 3-SAT Problem.- Neuro-evolutionary Decision Support System for Financial Time Series Analysis.- Connectionist Models.- Optimization of Knowledge in Companies Simulating M6PROK© Model Using as Hybrid Methodology a Neuronal Network and a Memetic Algorithm.- STARMIND: Automated Classification of Astronomical Data Based on an Hybrid Strategy.- Spatio-temporal Road Condition Forecasting with Markov Chains and Artificial Neural Networks.- Parameter Extraction from RVS Stellar Spectra by Means of Artificial Neural Networks and Spectral Density Analysis.- Supervised Classification Fuzzy Growing Hierarchical SOM.- Self Optimizing Neural Networks SONN-3 for Classification Tasks.- Efficient MRI Reconstruction Using a Hybrid Framework for Integrating Stepwise Bayesian Restoration and Neural Network Models in a Memory Based Priors System.- Traffic Data Preparation for a Hybrid Network IDS.- Optimization Systems.- Comparing Hybrid Versions of SS and DE to Solve a Realistic FAP Problem.- PSO for Selecting Cutting Tools Geometry.- A Hybrid Ant-Based System for Gate Assignment Problem.- Extracting Multi-knowledge from fMRI Data through Swarm-Based Rough Set Reduction.- Estimation Using Differential Evolution for Optimal Crop Plan.- Hybrid Metaheuristics for Global Optimization: A Comparative Study.- Generating Routes with Bio-inspired Algorithms under Uncertainty.- Fuzzy Logic Systems.- Computer-Assisted Diagnosis of Primary Headaches.- Ambient Temperature Modelling through Traditional and Soft Computing Methods.- Providing Dynamic Instructional Adaptation in Programming Learning.- Modelling Radial Basis Functions with Rational Logic Rules.- Classification and Classifiers.- On Combining Classifiers by Relaxation for Natural Textures in Images.- An Ensemble Approach for the Diagnosis of Cognitive Decline with Missing Data.- Fusers Based on Classifier Response and Discriminant Function – Comparative Study.- Simple Clipping Algorithms for Reduced Convex Hull SVM Training.- A WeVoS-CBR Approach to Oil Spill Problem.- Cluster Analysis.- Clustering Likelihood Curves: Finding Deviations from Single Clusters.- Unfolding the Manifold in Generative Topographic Mapping.- Evaluation of Subspace Clustering Quality.- Clustering by Chaotic Neural Networks with Mean Field Calculated Via Delaunay Triangulation.- Video and Image Analysis.- Image Fusion Algorithm Using RBF Neural Networks.- Behaviour of Texture Features in a CBIR System.- Object Tracking Using Grayscale Appearance Models and Swarm Based Particle Filter.- Extraction of Geometrical Features in 3D Environments for Service Robotic Applications.- Hybrid GNG Architecture Learns Features in Images.- Learning Systems, Algorithms and Applications.- Information-Theoretic Measures for Meta-learning.- An EM-Based Piecewise Linear Regression Algorithm.- On the Use of Linear Cellular Automata for the Synthesis of Cryptographic Sequences.- Ontology-Based Deep Web Data Sources Selection.- A Type-2 Fuzzy Set Recognition Algorithm for Artificial Immune Systems.- Symbolic Hybrid Programming Tool for Software Understanding.- Hybrid Systems Based on Negotiation and Social Network Modelling.- Characterizing Massively Multiplayer Online Games as Multi-Agent Systems.- A Dialogue Game Protocol for Recommendation in Social Networks.- Friends Forever: Social Relationships with a Fuzzy Agent-Based Model.- R2-IBN: Argumentation Based Negotiation Framework for the Extended Enterprise.- Extending Pattern Specification for Design the Collaborative Learning at Analysis Level.- Towards the Simulation of Social Interactions through Embodied Conversational Agents.- Ontology-Based Approach for Semi-automatic Generation of Subcategorization Frames for Spanish Verbs.- Diffusion of Domestic Water Conservation Technologies in an ABM-GIS Integrated Model.- Real World Application of HAIs Under Uncertainty.- Hybrid IT2 NSFLS-1 Used to Predict the Uncertain MXNUSD Exchange Rate.- Minimizing Energy Consumption in Heating Systems under Uncertainty.- Learning to Trade with Incremental Support Vector Regression Experts.- Craniofacial Superimposition Based on Genetic Algorithms and Fuzzy Location of Cephalometric Landmarks.- A Minimum Risk Wrapper Algorithm for Genetically Selecting Imprecisely Observed Features, Applied to the Early Diagnosis of Dyslexia.- Hybrid Intelligent Systems for Multi-robot and Multi-agent Systems.- An Approach to Flocking of Robots Using Minimal Local Sensing and Common Orientation.- Applying Reinforcement Learning to Multi-robot Team Coordination.- A Complex Systems Based Tool for Collective Robot Behavior Emergence and Analysis.- On the Need of Hybrid Intelligent Systems in Modular and Multi Robotics.- Modelling of Modular Robot Configurations Using Graph Theory.- A Hybrid Intelligent System for Robot Ego Motion Estimation with a 3D Camera.- Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model.- On Distributed Cooperative Control for the Manipulation of a Hose by a Multirobot System.- Multi-robot Route Following Using Omnidirectional Vision and Appearance-Based Representation of the Environment.- Applications of Hybrid Artificial Intelligence in Bioinformatics.- Using CBR Systems for Leukemia Classification.- Crosstalk and Signalling Pathway Complexity - A Case Study on Synthetic Models.- Explore Residue Significance in Peptide Classification.- Analysis of Non-stationary Neurobiological Signals Using Empirical Mode Decomposition.- Genetic Fuzzy Systems: Novel Approaches.- Approximate Versus Linguistic Representation in Fuzzy-UCS.- Fuzzy Classification with Multi-objective Evolutionary Algorithms.- Cooperation between the Inference System and the Rule Base by Using Multiobjective Genetic Algorithms.- Knowledge Base Learning of Linguistic Fuzzy Rule-Based Systems in a Multi-objective Evolutionary Framework.- Effects of Diversity Measures on the Design of Ensemble Classifiers by Multiobjective Genetic Fuzzy Rule Selection with a Multi-classifier Coding Scheme.

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