SpringerLink Springer Engineering eBooks 2017 English+International

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880-01 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.

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.

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.

A broad spectrum of modern Information Technology (IT) tools, techniques, main developments and still open challenges is presented. Emphasis is on new research directions in various fields of science and technology that are related to data analysis, data mining, knowledge discovery, information retrieval, clustering and classification, decision making and decision support, control, computational mathematics and physics, to name a few. Applications in many relevant fields are presented, notably in telecommunication, social networks, recommender systems, fault detection, robotics, image analysis and recognition, electronics, etc. The methods used by the authors range from high level formal mathematical tools and techniques, through algorithmic and computational tools, to modern metaheuristics.