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Trends in Applied Intelligent Systems : 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, Cordoba, Spain, June 1-4, 2010, Proceedings, Part II - Nicolas Garcia-Pedrajas

Trends in Applied Intelligent Systems

23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, Cordoba, Spain, June 1-4, 2010, Proceedings, Part II

Paperback Published: 20th May 2010
ISBN: 9783642130243
Number Of Pages: 680

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Theneedforintelligentsystemstechnologyinsolvingreal-lifeproblemshasbeen consistently growing. In order to address this need, researchers in the ?eld have been developing methodologies and tools to develop intelligent systems for so- ing complex problems. The International Society of Applied Intelligence (ISAI) through its annual IEA/AIE conferences provides a forum for international s- enti?c and industrial community in the ?eld of Applied Arti?cial Intelligence to interactively participate in developing intelligent systems, which are needed to solve twenty ?rst century's ever growing problems in almost every ?eld. The 23rdInternationalConference on Industrial, Engineering and Other - plications of Applied Intelligence Systems (IEA/AIE-2010) held in C' ordoba, Spain, followed IEA/AIE tradition of providing an international scienti?c forum for researchers in the ?eld of applied arti?cial intelligence. The presentations of theinvitedspeakersandauthorsmainlyfocusedondevelopingandstudyingnew methods to cope with the problems posed by real-life applications of arti?cial intelligence.Paperspresentedinthetwentythirdconferenceintheseriescovered theories as well as applications of intelligent systems in solving complex real-life problems. We received 297 papers for the main track, selecting 119 of them with the highest quality standards. Each paper was revised by at least three members of the Program Committee. The papers in the proceedings cover a wide number of topics including: applications to robotics, business and ?nancial markets, bio- formaticsandbiomedicine,applicationsofagent-basedsystems,computervision, control, simulation and modeling, data mining, decision support systems, evo- tionary computation and its applications, fuzzy systems and their applications, heuristic optimization methods and swarm intelligence, intelligent agent-based systems,internetapplications,knowledgemanagementandknowledgebaseds- tems, machine learning, neural network applications, optimization and heuristic search, and other real-life applications.

Engineering Knowledge and Semantic Systems
Improving Effectiveness of Query Expansion Using Information Theoretic Approachp. 1
Defining Coupling Metrics among Classes in an OWL Ontologyp. 12
Enterprise 2.0 and Semantic Technologies for Open Innovation Supportp. 18
Algorithmic Decision of Syllogismsp. 28
Matching Multilingual Tags Based on Community of Lingual Practice from Multiple Folksonomy: A Preliminary Resultp. 39
Ensemble Learning: Methods and Applications
Multiclass Mineral Recognition Using Similarity Features and Ensembles of Pair-Wise Classifiersp. 47
Ensembles of Probability Estimation Trees for Customer Churn Predictionp. 57
Evolving Ensembles of Feature Subsets towards Optimal Feature Selection for Unsupervised and Semi-supervised Clusteringp. 67
Building a New Classifier in an Ensemble Using Streaming Unlabeled Datap. 77
Random Projections for SVM Ensemblesp. 87
Rotation Forest on Microarray Domain: PCA versus ICAp. 96
An Empirical Study of Multilayer Perception Ensembles for Regression Tasksp. 106
Ensemble Methods and Model Based Diagnosis Using Possible Conflicts and System Decompositionp. 116
Evolutionary Computation and Applications
Entropy-Based Evaluation Relaxation Strategy for Bayesian Optimization Algorithmp. 126
A New Artificial Immune System for Solving the Maximum Satisfiability Problemp. 136
Power-Aware Multi-objective Evolutionary Optimization for Application Mapping on NoC Platformsp. 143
A Discrete Differential Evolution Algorithm for Solving the Weighted Ring Arc Loading Problemp. 153
A Parallel Genetic Algorithm on a Multi-Processor System-on-Chipp. 164
The Influence of Using Design Patterns on the Process of Implementing Genetic Algorithmsp. 173
Fuzzy Systems and Applications
Obtaining Significant Relations in L-Fuzzy Contextsp. 183
Knowledge Extraction Based on Fuzzy Unsupervised Decision Tree: Application to an Emergency Call Centerp. 193
Optimization of Embedded Fuzzy Rule-Based Systems in Wireless Sensor Network Nodesp. 203
An Algorithm for Online Self-organization of Fuzzy Controllersp. 212
A Mechanism of Output Constraint Handling for Analytical Fuzzy Controllersp. 222
Analysis of the Performance of a Semantic Interpretability-Based Tuning and Rule Selection of Fuzzy Rule-Based Systems by Means of a Multi-Objective Evolutionary Algorithmp. 228
Testing for Heteroskedasticity of the Residuals in Fuzzy Rule-Based Modelsp. 239
Heuristic Methods and Swarm Intelligence for Optimization
Heuristic Methods Applied to the Optimization School Bus Transportation Routes: A Real Casep. 247
Particle Swarm Optimization in Exploratory Data Analysisp. 257
Using the Bees Algorithm to Assign Terminals to Concentratorsp. 267
Multicritetia Assignment Problem (Selection of Access Points)p. 277
Composite Laminates Buckling Optimization through Lévy Based Ant Colony Optimizationp. 288
Teaching Assignment Problem Solverp. 298
Swarm Control Designs Applied to a Micro-Electro-Mechanical Gyroscope System (MEMS)p. 308
Industrial Applications of Data Mining: New Paradigms for New Challenges
A Representation to Apply Usual Data Mining Techniques to Chemical Reactionsp. 318
Incident Mining Using Structural Prototypesp. 327
Viability of an Alarm Predictor for Coffee Rust Disease Using Interval Regressionp. 337
Prediction of Web Goodput Using Nonlinear Autoregressive Modelsp. 347
Domain Driven Data Mining for Unavailability Estimation of Electrical Power Gridsp. 357
Intelligent Agent-Based Systems
Social Order in Hippocratic Multi-Agent Systemsp. 367
Building an Electronic Market Systemp. 377
Information Theory Based Intelligent Agentsp. 387
A Possibilistic Approach to Goal Generation in Cognitive Agentsp. 397
Modelling Greed of Agents in Economical Contextp. 407
Modeling and Verifying Agent-Based Communities of Web Servicesp. 418
Interactive and Cognitive Environments
An Ambient Intelligent Agent Model Based on Behavioural Monitoring and Cognitive Analysisp. 428
The Combination of a Causal and Emotional Learning Mechanism for an Improved Cognitive Tutoring Agentp. 438
Driver's Behavior Assessment by On-board/Off-board Video Context Analysisp. 450
An eHealth System for a Complete Home Assistancep. 460
Tracking System Based on Accelerometry for Users with Restricted Physical Activityp. 470
Internet Applications
Web Query Reformulation Using Differential Evolutionp. 484
On How Ants Put Advertisements on the Webp. 494
Mining Association Rules from Semantic Web Datap. 504
Hierarchical Topic-Based Communities Construction for Authors in a Literature Databasep. 514
Generating an Event Arrangement for Understanding News Articles on the Webp. 525
Architecture for Automated Search and Negotiation in Affiliation among Community Websites and Blogsp. 535
Knowledge Management and Knowledge Based Systems
Effect of Semantic Differences in WordNet-Based Similarity Measuresp. 545
An Ontological Representation of Documents and Queries for Information Retrieval Systemsp. 555
Predicting the Development of Juvenile Delinquency by Simulationp. 565
Building and Analyzing Corpus to Investigate Appropriateness of Argumentative Discourse Structure for Facilitating Consensusp. 575
Improving Identification Accuracy by Extending Acceptable Utterances in Spoken Dialogue System Using Barge-in Timingp. 585
A New Approach to Construct Optimal Bow Tie Diagrams for Risk Analysisp. 595
Machine Learning
Feature Selection and Occupancy Classification Using Seismic Sensorsp. 605
Extending Metric Multidimensional Scaling with Bregman Divergencesp. 615
Independent Component Analysis Using Bregman Divergencesp. 627
Novel Method for Feature-Set Ranking Applied to Physical Activity Recognitionp. 637
Time Space Tradeoffs in GA Based Feature Selection for Workload Characterizationp. 643
Learning Improved Feature Rankings through Decremental Input Pruning for Support Vector Based Drug Activity Predictionp. 653
Scaling Up Feature Selection by Means of Democratizationp. 662
Author Indexp. 673
Table of Contents provided by Ingram. All Rights Reserved.

ISBN: 9783642130243
ISBN-10: 3642130240
Series: Lecture Notes in Computer Science
Audience: Professional
Format: Paperback
Language: English
Number Of Pages: 680
Published: 20th May 2010
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 24.13 x 15.88  x 2.54
Weight (kg): 0.98