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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 [Pehme köide]

  • Formaat: Paperback / softback, 680 pages, kaal: 1047 g, 205 Illustrations, black and white; XIX, 680 p. 205 illus., 1 Paperback / softback
  • Sari: Lecture Notes in Artificial Intelligence 6097
  • Ilmumisaeg: 20-May-2010
  • Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • ISBN-10: 3642130240
  • ISBN-13: 9783642130243
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  • Formaat: Paperback / softback, 680 pages, kaal: 1047 g, 205 Illustrations, black and white; XIX, 680 p. 205 illus., 1 Paperback / softback
  • Sari: Lecture Notes in Artificial Intelligence 6097
  • Ilmumisaeg: 20-May-2010
  • Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • ISBN-10: 3642130240
  • ISBN-13: 9783642130243
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 Approach.- Defining Coupling
Metrics among Classes in an OWL Ontology.- Enterprise 2.0 and Semantic
Technologies for Open Innovation Support.- Algorithmic Decision of
Syllogisms.- Matching Multilingual Tags Based on Community of Lingual
Practice from Multiple Folksonomy: A Preliminary Result.- Ensemble Learning:
Methods and Applications.- Multiclass Mineral Recognition Using Similarity
Features and Ensembles of Pair-Wise Classifiers.- Ensembles of Probability
Estimation Trees for Customer Churn Prediction.- Evolving Ensembles of
Feature Subsets towards Optimal Feature Selection for Unsupervised and
Semi-supervised Clustering.- Building a New Classifier in an Ensemble Using
Streaming Unlabeled Data.- Random Projections for SVM Ensembles.- Rotation
Forest on Microarray Domain: PCA versus ICA.- An Empirical Study of
Multilayer Perceptron Ensembles for Regression Tasks.- Ensemble Methods and
Model Based Diagnosis Using Possible Conflicts and System Decomposition.-
Evolutionary Computation and Applications.- Entropy-Based Evaluation
Relaxation Strategy for Bayesian Optimization Algorithm.- A New Artificial
Immune System for Solving the Maximum Satisfiability Problem.- Power-Aware
Multi-objective Evolutionary Optimization for Application Mapping on NoC
Platforms.- A Discrete Differential Evolution Algorithm for Solving the
Weighted Ring Arc Loading Problem.- A Parallel Genetic Algorithm on a
Multi-Processor System-on-Chip.- The Influence of Using Design Patterns on
the Process of Implementing Genetic Algorithms.- Fuzzy Systems and
Applications.- Obtaining Significant Relations in L-Fuzzy Contexts.-
Knowledge Extraction Based on Fuzzy Unsupervised Decision Tree:Application to
an Emergency Call Center.- Optimization of Embedded Fuzzy Rule-Based Systems
in Wireless Sensor Network Nodes.- An Algorithm for Online Self-organization
of Fuzzy Controllers.- A Mechanism of Output Constraint Handling for
Analytical Fuzzy Controllers.- 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 Algorithm.- Testing for
Heteroskedasticity of the Residuals in Fuzzy Rule-Based Models.- Heuristic
Methods and Swarm Intelligence for Optimization.- Heuristic Methods Applied
to the Optimization School Bus Transportation Routes: A Real Case.- Particle
Swarm Optimization in Exploratory Data Analysis.- Using the Bees Algorithm to
Assign Terminals to Concentrators.- Multicriteria Assignment Problem
(Selection of Access Points).- Composite Laminates Buckling Optimization
through Lévy Based Ant Colony Optimization.- Teaching Assignment Problem
Solver.- Swarm Control Designs Applied to a Micro-Electro-Mechanical
Gyroscope System (MEMS).- Industrial Applications of Data Mining: New
Paradigms for New Challenges.- A Representation to Apply Usual Data Mining
Techniques to Chemical Reactions.- Incident Mining Using Structural
Prototypes.- Viability of an Alarm Predictor for Coffee Rust Disease Using
Interval Regression.- Prediction of Web Goodput Using Nonlinear
Autoregressive Models.- Domain Driven Data Mining for Unavailability
Estimation of Electrical Power Grids.- Intelligent Agent-Based Systems.-
Social Order in Hippocratic Multi-Agent Systems.- Building an Electronic
Market System.- Information Theory Based Intelligent Agents.- A Possibilistic
Approach to Goal Generation in Cognitive Agents.- Modelling Greed of Agents
in Economical Context.- Modelingand Verifying Agent-Based Communities of Web
Services.- Interactive and Cognitive Environments.- An Ambient Intelligent
Agent Model Based on Behavioural Monitoring and Cognitive Analysis.- The
Combination of a Causal and Emotional Learning Mechanism for an Improved
Cognitive Tutoring Agent.- Drivers Behavior Assessment by On-board/Off-board
Video Context Analysis.- An eHealth System for a Complete Home Assistance.-
Tracking System Based on Accelerometry for Users with Restricted Physical
Activity.- Internet Applications.- Web Query Reformulation Using Differential
Evolution.- On How Ants Put Advertisements on the Web.- Mining Association
Rules from Semantic Web Data.- Hierarchical Topic-Based Communities
Construction for Authors in a Literature Database.- Generating an Event
Arrangement for Understanding News Articles on the Web.- Architecture for
Automated Search and Negotiation in Affiliation among Community Websites and
Blogs.- Knowledge Management and Knowledge Based Systems.- Effect of Semantic
Differences in WordNet-Based Similarity Measures.- An Ontological
Representation of Documents and Queries for Information Retrieval Systems.-
Predicting the Development of Juvenile Delinquency by Simulation.- Building
and Analyzing Corpus to Investigate Appropriateness of Argumentative
Discourse Structure for Facilitating Consensus.- Improving Identification
Accuracy by Extending Acceptable Utterances in Spoken Dialogue System Using
Barge-in Timing.- A New Approach to Construct Optimal Bow Tie Diagrams for
Risk Analysis.- Machine Learning.- Feature Selection and Occupancy
Classification Using Seismic Sensors.- Extending Metric Multidimensional
Scaling with Bregman Divergences.- Independent Component Analysis Using
Bregman Divergences.- Novel Method for Feature-SetRanking Applied to Physical
Activity Recognition.- Time Space Tradeoffs in GA Based Feature Selection for
Workload Characterization.- Learning Improved Feature Rankings through
Decremental Input Pruning for Support Vector Based Drug Activity Prediction.-
Scaling Up Feature Selection by Means of Democratization.