Foundations of Intelligent Systems: 20th International Symposium, ISMIS 2012, Macau, China, December 4-7, 2012. Proceedings

Front Matter....Pages -
An Anti-tampering Algorithm Based on an Artificial Intelligence Approach....Pages 1-10
Domain Knowledge and Data Mining with Association Rules – A Logical Point of View....Pages 11-20
The Problem of Finding the Sparsest Bayesian Network for an Input Data Set is NP-Hard....Pages 21-30
Mining Top-K Non-redundant Association Rules....Pages 31-40
ABML Knowledge Refinement Loop: A Case Study....Pages 41-50
Min-Max Itemset Trees for Dense and Categorical Datasets....Pages 51-60
TRARM-RelSup: Targeted Rare Association Rule Mining Using Itemset Trees and the Relative Support Measure....Pages 61-70
Incremental Rules Induction Method Based on Three Rule Layers....Pages 71-80
RPKM: The Rough Possibilistic K-Modes....Pages 81-86
Exploration and Exploitation Operators for Genetic Graph Clustering Algorithm....Pages 87-92
Local Probabilistic Approximations for Incomplete Data....Pages 93-98
On the Relations between Retention Replacement, Additive Perturbation, and Randomisations for Nominal Attributes in Privacy Preserving Data Mining....Pages 99-104
Decision Support for Extensive Form Negotiation Games....Pages 105-114
Intelligent Alarm Filter Using Knowledge-Based Alert Verification in Network Intrusion Detection....Pages 115-124
Clustering-Based Media Analysis for Understanding Human Emotional Reactions in an Extreme Event....Pages 125-135
An Event-Driven Architecture for Spatio-temporal Surveillance of Business Activities....Pages 136-142
Multiple Model Text Normalization for the Polish Language....Pages 143-148
Discovering Semantic Relations Using Prepositional Phrases....Pages 149-154
DEBORA: Dependency-Based Method for Extracting Entity-Relationship Triples from Open-Domain Texts in Polish....Pages 155-161
Lexical Ontology Layer – A Bridge between Text and Concepts....Pages 162-171
Using Web Mining for Discovering Spatial Patterns and Hot Spots for Spatial Generalization....Pages 172-181
AGNES: A Novel Algorithm for Visualising Diversified Graphical Entity Summarisations on Knowledge Graphs....Pages 182-191
Large Scale Skill Matching through Knowledge Compilation....Pages 192-201
Evaluating Role Based Authorization Programs....Pages 202-207
A Comparison of Random Forests and Ferns on Recognition of Instruments in Jazz Recordings....Pages 208-217
Advanced Searching in Spaces of Music Information....Pages 218-227
Mood Tracking of Musical Compositions....Pages 228-233
Foundations of Recommender System for STN Localization during DBS Surgery in Parkinson’s Patients....Pages 234-243
From Music to Emotions and Tinnitus Treatment, Initial Study....Pages 244-253
Adapting to Natural Rating Acquisition with Combined Active Learning Strategies....Pages 254-263
Intelligence in Interoperability with AIDA....Pages 264-273
An Intelligent Patient Monitoring System....Pages 274-283
Corpus Construction for Extracting Disease-Gene Relations....Pages 284-292
On Supporting Weapon System Information Analysis with Ontology Model and Text Mining....Pages 293-300
Some Experimental Results Relevant to the Optimization of Configuration and Planning Problems....Pages 301-310
Resolving Anomalies in Configuration Knowledge Bases....Pages 311-320
Configuration Repair via Flow Networks....Pages 321-330
Analyzing the Accuracy of Calculations When Scoping Product Configuration Projects....Pages 331-342
A Two-Step Hierarchical Product Configurator Design Methodology....Pages 343-348
Anonymous Preference Elicitation for Requirements Prioritization....Pages 349-356
Clustering Users to Explain Recommender Systems’ Performance Fluctuation....Pages 357-366
Network-Based Inference Algorithm on Hadoop....Pages 367-376
A Hybrid Decision Approach to Detect Profile Injection Attacks in Collaborative Recommender Systems....Pages 377-386
Recommendation of Leaders in Online Social Systems....Pages 387-396
Application of Recommendation System: An Empirical Study of the Mobile Reading Platform....Pages 397-404
Measuring Quality, Reputation and Trust in Online Communities....Pages 405-414
Providing Timely Results with an Elastic Parallel DW....Pages 415-424
Discovering Dynamic Classification Hierarchies in OLAP Dimensions....Pages 425-434
BIAccelerator – A Template-Based Approach for Rapid ETL Development....Pages 435-444
BPMN Patterns for ETL Conceptual Modelling and Validation....Pages 445-454
 Efficiently Compressing OLAP Data Cubes via R-Tree Based Recursive Partitions ....Pages 455-465
Back Matter....Pages -