Foundations of intelligent systems : 19th international symposium, ISMIS 2011, Warsaw, Poland, June 28-30, 2011 : proceedings

This book constitutes the refereed proceedings of the 19th International Symposium on Methodologies for Intelligent Systems, ISMIS 2011, held in Warsaw, Poland, in June 2011. The 71 revised papers presented together with 3 invited papers were carefully reviewed and selected from 131 submissions. The papers are organized in topical sections on rough sets - in memoriam Zdzisław Pawlik, challenges in knowledge discovery and data mining - in memoriam Jan Żytkov, social networks, multi-agent systems, theoretical backgrounds of AI, machine learning, data mining, mining in databases and warehouses, text mining, theoretical issues and applications of intelligent web, application of intelligent systems in sound processing, intelligent applications in biology and medicine, fuzzy sets theory and applications, intelligent systems, tools and applications, and contest on music information retrieval. Front Matter....Pages - Intelligent Multimedia Solutions Supporting Special Education Needs....Pages 1-15 Relational Mining in Spatial Domains: Accomplishments and Challenges....Pages 16-24 Towards Programming Languages for Machine Learning and Data Mining (Extended Abstract)....Pages 25-32 The Extraction Method of DNA Microarray Features Based on Modified F Statistics vs. Classifier Based on Rough Mereology....Pages 33-42 Attribute Dynamics in Rough Sets....Pages 43-51 A Comparison of Some Rough Set Approaches to Mining Symbolic Data with Missing Attribute Values....Pages 52-61 Action Reducts....Pages 62-69 Incremental Rule Induction Based on Rough Set Theory....Pages 70-79 Mining Classification Rules for Detecting Medication Order Changes by Using Characteristic CPOE Subsequences....Pages 80-89 Incorporating Neighborhood Effects in Customer Relationship Management Models....Pages 90-95 ETree Miner: A New GUHA Procedure for Building Exploration Trees....Pages 96-101 Mapping Data Mining Algorithms on a GPU Architecture: A Study....Pages 102-112 Applying Domain Knowledge in Association Rules Mining Process – First Experience....Pages 113-122 A Compression-Based Dissimilarity Measure for Multi-task Clustering....Pages 123-132 Data Mining in Meningoencephalitis: The Starting Point of Discovery Challenge....Pages 133-139 Extracting Social Networks Enriched by Using Text....Pages 140-145 Enhancing Navigation in Virtual Worlds through Social Networks Analysis....Pages 146-152 Learning Diffusion Probability Based on Node Attributes in Social Networks....Pages 153-162 Analysing the Behaviour of Robot Teams through Relational Sequential Pattern Mining....Pages 163-169 Deliberation Dialogues during Multi-agent Planning....Pages 170-181 DDLD-Based Reasoning for MAS....Pages 182-191 Markov Blanket Approximation Based on Clustering....Pages 192-202 Tri-Based Set Operations and Selective Computation of Prime Implicates....Pages 203-213 Cholesky Decomposition Rectification for Non-negative Matrix Factorization....Pages 214-219 A New Method for Adaptive Sequential Sampling for Learning and Parameter Estimation....Pages 220-229 An Evolutionary Algorithm for Global Induction of Regression Trees with Multivariate Linear Models....Pages 230-239 Optimizing Probabilistic Models for Relational Sequence Learning....Pages 240-249 Learning with Semantic Kernels for Clausal Knowledge Bases....Pages 250-259 Topic Graph Based Non-negative Matrix Factorization for Transfer Learning....Pages 260-269 Compression and Learning in Linear Regression....Pages 270-279 The Impact of Triangular Inequality Violations on Medoid-Based Clustering....Pages 280-289 Batch Weighted Ensemble for Mining Data Streams with Concept Drift....Pages 290-299 A Generic Approach for Modeling and Mining n-ary Patterns....Pages 300-305 Neighborhood Based Clustering Method for Arbitrary Shaped Clusters....Pages 306-315 FAST Sequence Mining Based on Sparse Id-Lists....Pages 316-325 From Connected Frequent Graphs to Unconnected Frequent Graphs....Pages 326-335 Distributed Classification for Pocket Data Mining....Pages 336-345 K-Means Based Approaches to Clustering Nodes in Annotated Graphs....Pages 346-357 Pairwise Constraint Propagation for Graph-Based Semi-supervised Clustering....Pages 358-364 Space-Time Roll-up and Drill-down into Geo-Trend Stream Cubes....Pages 365-375 Data Access Paths in Processing of Sets of Frequent Itemset Queries....Pages 376-385 Injecting Domain Knowledge into RDBMS – Compression of Alphanumeric Data Attributes....Pages 386-395 Extracting Conceptual Feature Structures from Text....Pages 396-406 Semantically-Guided Clustering of Text Documents via Frequent Subgraphs Discovery....Pages 407-417 A Taxonomic Generalization Technique for Natural Language Processing....Pages 418-427 Fr-ONT: An Algorithm for Frequent Concept Mining with Formal Ontologies....Pages 428-437 Evaluation of Feature Combination Approaches for Text Categorisation....Pages 438-448 Towards Automatic Acquisition of a Fully Sense Tagged Corpus for Persian....Pages 449-455 Extracting Product Descriptions from Polish E-Commerce Websites Using Classification and Clustering....Pages 456-464 Cut-Free ExpTime Tableaux for Checking Satisfiability of a Knowledge Base in the Description Logic $\mathcal{ALCI}$ ....Pages 465-475 SWRL Rules Plan Encoding with OWL-S Composite Services....Pages 476-482 Detecting Web Crawlers from Web Server Access Logs with Data Mining Classifiers....Pages 483-489 To Diversify or Not to Diversify Entity Summaries on RDF Knowledge Graphs?....Pages 490-500 Improving the Accuracy of Similarity Measures by Using Link Information....Pages 501-512 Repetition and Rhythmicity Based Assessment Model for Chat Conversations....Pages 513-522 Emotion Based Music Visualization System....Pages 523-532 Notes on Automatic Music Conversions....Pages 533-542 All That Jazz in the Random Forest....Pages 543-553 Selection of the Optimal Microelectrode during DBS Surgery in Parkinson’s Patients....Pages 554-564 Biometric System for Person Recognition Using Gait....Pages 565-574 minedICE: A Knowledge Discovery Platform for Neurophysiological Artificial Intelligence....Pages 575-580 On Different Types of Fuzzy Skylines....Pages 581-591 On Database Queries Involving Inferred Fuzzy Predicates....Pages 592-601 PMAFC: A New Probabilistic Memetic Algorithm Based Fuzzy Clustering....Pages 602-611 An Approach to Intelligent Interactive Social Network Geo Mapping....Pages 612-621 Semantics of Calendar Adverbials for Information Retrieval....Pages 622-631 Concentric Time: Enabling Context + Focus Visual Analysis of Architectural Changes....Pages 632-641 Analysis of Synergetic Aerodynamic Process by Means of Locally Asymptotic Estimation Derived from Telemetry Data....Pages 642-652 Landmark Detection for Autonomous Spacecraft Landing on Mars....Pages 653-662 Precise and Computationally Efficient Nonlinear Predictive Control Based on Neural Wiener Models....Pages 663-672 Adaptive Immunization in Dynamic Networks....Pages 673-683 A Memetic Algorithm for a Tour Planning in the Selective Travelling Salesman Problem on a Road Network....Pages 684-694 Application of DRSA-ANN Classifier in Computational Stylistics....Pages 695-704 Investigating the Effectiveness of Thesaurus Generated Using Tolerance Rough Set Model....Pages 705-714 Report of the ISMIS 2011 Contest: Music Information Retrieval....Pages 715-724 High–Performance Music Information Retrieval System for Song Genre Classification....Pages 725-733 Multi-label Learning Approaches for Music Instrument Recognition....Pages 734-743 Back Matter....Pages - Annotation This book constitutes the refereed proceedings of the 19th International Symposium on Methodologies for Intelligent Systems, ISMIS 2011, held in Warsaw, Poland, in June 2011. The 71 revised papers presented together with 3 invited papers were carefully reviewed and selected from 131 submissions. The papers are organized in topical sections on rough sets - in memoriam Zdzisaw Pawlik, challenges in knowledge discovery and data mining - in memoriam Jan ytkov, social networks, multi-agent systems, theoretical backgrounds of AI, machine learning, data mining, mining in databases and warehouses, text mining, theoretical issues and applications of intelligent web, application of intelligent systems in sound processing, intelligent applications in biology and medicine, fuzzy sets theory and applications, intelligent systems, tools and applications, and contest on music information retrieval Constitutes the refereed proceedings of the 19th International Symposium on Methodologies for Intelligent Systems, ISMIS 2011, held in Warsaw, Poland, in June 2011. This book features the papers that are organized in topical sections on rough sets, social networks, multi-agent systems, and contest on music information retrieval.