Information technology and computational physics. ([2017])

• Record Type: Book
• Further Information: Note: Piotr Kulczycki, László T. Kóczy, Radko Mesiar, Janusz Kacprzyk, editors.
• Editors: Kulczycki, Piotr; Kòczy, László T; Mesiar, Radko; Kacprzyk, Janusz
• Contents: 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.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2017
• Extent: 1 online resource (viii, 255 pages), color illustrations
• Subjects: 004; Engineering; Information technology; Physics -- Data processing; COMPUTERS -- Computer Literacy; COMPUTERS -- Computer Science; COMPUTERS -- Data Processing; COMPUTERS -- Hardware -- General; COMPUTERS -- Information Technology; COMPUTERS -- Machine Theory; COMPUTERS -- Reference; Information technology; Physics -- Data processing; Engineering; Computational Intelligence; Artificial Intelligence (incl. Robotics); Numerical and Computational Physics, Simulation; Computers -- Intelligence (AI) & Semantics; Science -- Mathematical Physics; Artificial intelligence; Mathematical physics; Artificial intelligence; Electronic books
• Languages: English
• ISBNs: 9783319442600; 3319442600; 3319442597; 9783319442594
• Related ISBNs: 9783319442594
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed June 8, 2017).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.