Foundations of Intelligent Systems: 19th International Symposium, ISMIS 2011, Warsaw, Poland, June 28-30, 2011. Proceedings

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 -