Preface; Contents; Intelligent Computing and Data Analysis; The Problem of First Story Detection in Multiaspect Text Categorization; 1 Introduction; 2 The MTC Problem; 3 Related Works; 4 A Direct Approach for Solving the FSD as a Classification Problem; 5 Computational Experiments; 6 Conclusion; References; 2 A Metaheuristic for Classification of Interval Data in Changing Environments; Abstract; 1 Introduction; 2 Kernel Estimators; 3 Bayes Classification; 4 Correction for Smoothing Parameters; 5 Pattern Size Reduction; 6 Classification Metaheuristic; 7 Verification and Final Comments

4 Fuzzy System for Parameter Tuning5 Simulation Results; 6 Conclusions; References; 5 Merging Validity and Coverage for Measuring Quality of Data Summaries; Abstract; 1 Introduction; 2 Linguistic Summaries in Brief; 3 Impact of T-Norms in Restriction and Summarizer to Validity; 4 Influence of Constructed Fuzzy Sets to Validity and Coverage; 5 Quality Measure Focused on Outliers and Coverage; 5.1 Outliers; 6 Short Note to Applications; 7 Concluding Remarks; References; Information Systems and Image Processing; 6 Decomposition-Compensation Method for IT Service Management; Abstract

1 Introduction2 General Problem Statement; 3 Basic Management Model; 4 The Problem Definition of IT Infrastructure Management Conducted With Service Level Management; 5 The Approach to Operational Management of the Level of IT Services; 6 Conclusion; References; 7 Risk Prediction Based on Time and GPS Patterns; Abstract; 1 Introduction; 2 Expert System (ES); 2.1 ES Goal; 2.2 ES Architecture; 3 Harmonic Systems (HS); 3.1 HS Goal; 3.2 HS Problems; 3.3 HS Functioning; 3.4 HS Combined with FL; 3.5 HS Specific Features; 3.6 HS Filters; 4 The KRONOS Prototype; 4.1 Architecture