Foundations of Intelligent Systems: 16th International Symposium, Ismis 2006, Bari, Italy, September 27-29, 2006, Proceedings

ISBN-13: 9783540457640 / Angielski / Miękka / 2006 / 792 str.

Floriana Esposito; Zbigniew W. Ras; Donato Malerba

Opis

This book constitutes the refereed proceedings of the 16th International Symposium on Methodologies for Intelligent Systems, ISMIS 2006. The book presents 81 revised papers together with 3 invited papers. Topical sections include active media human-computer interaction, computational intelligence, intelligent agent technology, intelligent information retrieval, intelligent information systems, knowledge representation and integration, knowledge discovery and data mining, logic for AI and logic programming, machine learning, text mining, and Web intelligence.

Spis treści

Invited Talks.- Lifecycle Knowledge Management: Getting the Semantics Across in X-Media.- Argument-Based Machine Learning.- Play It Again: A Case-Based Approach to Expressivity-Preserving Tempo Transformations in Music.- Active Media Human-Computer Interaction.- Decision Fusion of Shape and Motion Information Based on Bayesian Framework for Moving Object Classification in Image Sequences.- A Two-Stage Visual Turkish Sign Language Recognition System Based on Global and Local Features.- Speech Emotion Recognition Using Spiking Neural Networks.- Visualizing Transactional Data with Multiple Clusterings for Knowledge Discovery.- Computational Intelligence.- An Optimization Model for Visual Cryptography Schemes with Unexpanded Shares.- A Fast Temporal Texture Synthesis Algorithm Using Segment Genetic Algorithm.- Quantum-Behaved Particle Swarm Optimization with Immune Operator.- Particle Swarm Optimization-Based SVM for Incipient Fault Classification of Power Transformers.- AntTrend: Stigmergetic Discovery of Spatial Trends.- Genetic Algorithm Based Approach for Multi-UAV Cooperative Reconnaissance Mission Planning Problem.- Improving SVM Training by Means of NTIL When the Data Sets Are Imbalanced.- Evolutionary Induction of Cost-Sensitive Decision Trees.- Triangulation of Bayesian Networks Using an Adaptive Genetic Algorithm.- Intelligent Agent Technology.- Intelligent Agents That Make Informed Decisions.- Using Intelligent Agents in e-Government for Supporting Decision Making About Service Proposals.- A Butler Agent for Personalized House Control.- Incremental Aggregation on Multiple Continuous Queries.- Location-Aware Multi-agent Based Intelligent Services in Home Networks.- A Verifiable Logic-Based Agent Architecture.- Intelligent Information Retrieval.- Flexible Querying of XML Documents.- VIRMA: Visual Image Retrieval by Shape MAtching.- Asymmetric Page Split Generalized Index Search Trees for Formal Concept Analysis.- Blind Signal Separation of Similar Pitches and Instruments in a Noisy Polyphonic Domain.- Score Distribution Approach to Automatic Kernel Selection for Image Retrieval Systems.- Business Intelligence in Large Organizations: Integrating Which Data?.- Intelligent Infomation Systems.- Intelligent Methodologies for Scientific Conference Management.- The Consistent Data Replication Service for Distributed Computing Environments.- OntoBayes Approach to Corporate Knowledge.- About Inclusion-Based Generalized Yes/No Queries in a Possibilistic Database Context.- Flexible Querying of an Intelligent Information System for EU Joint Project Proposals in a Specific Topic.- Multi-expression Face Recognition Using Neural Networks and Feature Approximation.- A Methodology for Building Semantic Web Mining Systems.- Content-Based Image Filtering for Recommendation.- Knowledge Representation and Integration.- A Declarative Kernel for Concept Descriptions.- RDF as Graph-Based, Diagrammatic Logic.- A Framework for Defining and Verifying Clinical Guidelines: A Case Study on Cancer Screening.- Preferred Generalized Answers for Inconsistent Databases.- Representation Interest Point Using Empirical Mode Decomposition and Independent Components Analysis.- Integration of Graph Based Authorization Policies.- Knowledge Discovery and Data Mining.- Supporting Visual Exploration of Discovered Association Rules Through Multi-Dimensional Scaling.- Evaluating Learning Algorithms for a Rule Evaluation Support Method Based on Objective Rule Evaluation Indices.- Quality Assessment of k-NN Multi-label Classification for Music Data.- Effective Mining of Fuzzy Multi-Cross-Level Weighted Association Rules.- A Methodological Contribution to Music Sequences Analysis.- Towards a Framework for Inductive Querying.- Towards Constrained Co-clustering in Ordered 0/1 Data Sets.- A Comparative Analysis of Clustering Methodology and Application for Market Segmentation: K-Means, SOM and a Two-Level SOM.- Action Rules Discovery, a New Simplified Strategy.- Characteristics of Indiscernibility Degree in Rough Clustering Examined Using Perfect Initial Equivalence Relations.- Implication Strength of Classification Rules.- A New Clustering Approach for Symbolic Data and Its Validation: Application to the Healthcare Data.- Action Rules Discovery System DEAR_3.- Mining and Modeling Database User Access Patterns.- Logic for AI and Logic Programming.- Belief Revision in the Situation Calculus Without Plausibility Levels.- Norms, Institutional Power and Roles: Towards a Logical Framework.- Adding Efficient Data Management to Logic Programming Systems.- A Logic-Based Approach to Model Supervisory Control Systems.- SAT as an Effective Solving Technology for Constraint Problems.- Dependency Tree Semantics.- Machine Learning.- Mining Tolerance Regions with Model Trees.- Lazy Learning from Terminological Knowledge Bases.- Diagnosis of Incipient Fault of Power Transformers Using SVM with Clonal Selection Algorithms Optimization.- An Overview of Alternative Rule Evaluation Criteria and Their Use in Separate-and-Conquer Classifiers.- Learning Students’ Learning Patterns with Support Vector Machines.- Practical Approximation of Optimal Multivariate Discretization.- Optimisation and Evaluation of Random Forests for Imbalanced Datasets.- Improving SVM-Linear Predictions Using CART for Example Selection.- Simulated Annealing Algorithm with Biased Neighborhood Distribution for Training Profile Models.- A Conditional Model for Tonal Analysis.- Hypothesis Diversity in Ensemble Classification.- Complex Adaptive Systems: Using a Free-Market Simulation to Estimate Attribute Relevance.- Text Mining.- Exploring Phrase-Based Classification of Judicial Documents for Criminal Charges in Chinese.- Regularization for Unsupervised Classification on Taxonomies.- A Proximity Measure and a Clustering Method for Concept Extraction in an Ontology Building Perspective.- An Intelligent Personalized Service for Conference Participants.- Contextual Maps for Browsing Huge Document Collections.- Web Intelligence.- Classification of Polish Email Messages: Experiments with Various Data Representations.- Combining Multiple Email Filters Based on Multivariate Statistical Analysis.- Employee Profiling in the Total Reward Management.- Mining Association Rules in Temporal Document Collections.- Self-supervised Relation Extraction from the Web.