Classification and Clustering for Knowledge Discovery (Studies in Computational Intelligence)

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Classification and Clustering for Knowledge Discovery (Studies in Computational Intelligence) ISBN  3540260730 Release Date  06 October 2005 Category  Computer Science Tags  cluster,   clustering,   knowledge,   classification,   computational,   3540260730,   "knowledge discovery",   pattern classification,   computation,   artificial intelligence,   knowledge discovery,   artifical intelligence,   incremental clustering,   fuzzy clustering,   knowledge repository,   cluster analysis,   spectral clustering,   This book @Amazon  View Tools Google Search Web flazx.com

Description Knowledge Discovery today is a significant study and research area. In finding answers to many research questions in this area, the ultimate hope is that knowledge can be extracted from various forms of data around us. This book covers recent advances in unsupervised and supervised data analysis methods in Computational Intelligence for knowledge discovery. In its first part the book provides a collection of recent research on distributed clustering, self organizing maps and their recent extensions. If labeled data or data with known associations are available, we may be able to use supervised data analysis methods, such as classifying neural networks, fuzzy rule-based classifiers, and decision trees. Therefore this book presents a collection of important methods of supervised data analysis. "Classification and Clustering for Knowledge Discovery" also includes variety of applications of knowledge discovery in health, safety, commerce, mechatronics, sensor networks, and telecommunications. Other books on Computer Science Decision Procedures: An Algorithmic Point of View (Texts in Theoretical Computer Science. An EATCS Series) Model-Based Software and Data Integration: First International Workshop, MBSDI 2008, Berlin, Germany, April 1-3, 2008, Proceedings (Communications in Computer and Information Science) Schaum's Outline of Principles of Computer Science (Schaum's Outlines) Knowledge Management for Health Care Procedures: From Knowledge to Global Care, AIME 2007 Workshop K4CARE 2007, Amsterdam, The Netherlands, July 7, 2007, ... Papers (Lecture Notes in Computer Science) Inductive Logic Programming: 17th International Conference, ILP 2007, Corvallis, OR, USA, June 19-21, 2007, Revised Selected Papers (Lecture Notes in Computer Science) Euro-Par 2007 Workshops: Parallel Processing: HPPC 2007, UNICORE Summit 2007, and VHPC 2007, Rennes, France, August 28-31, 2007, Revised Selected Papers (Lecture Notes in Computer Science) Virtual Systems and Multimedia: 13th International Conference, VSMM 2007, Brisbane, Australia, September 23-26, 2007, Revised Selected Papers (Lecture Notes in Computer Science) Combinatorial Image Analysis: 12th International Workshop, IWCIA 2008, Buffalo, NY, USA, April 7-9, 2008, Proceedings (Lecture Notes in Computer Science) Information Hiding: 9th International Workshop, IH 2007, Saint Malo, France, June 11-13, 2007, Revised Selected Papers (Lecture Notes in Computer Science) Financial Cryptography and Data Security: 11th International Conference, FC 2007, and First International Workshop on Usable Security, USEC 2007, Scarborough, ... Papers (Lecture Notes in Computer Science) Enterprise Information Systems: 8th International Conference, ICEIS 2006, Paphos, Cyprus, May 23-27, 2006, Revised Selected Papers (Lecture Notes in Business Information Processing) Algorithmic Aspects of Wireless Sensor Networks: Third International Workshop, ALGOSENSORS 2007, Wroclaw, Poland, July 14, 2007, Revised Selected Papers (Lecture Notes in Computer Science) Business Process Management Workshops: BPM 2007 International Workshops, BPI, BPD, CBP, ProHealth, RefMod, semantics4ws, Brisbane, Australia, September ... Papers (Lecture Notes in Computer Science) Large-Scale Knowledge Resources: Construction and Application - Third International Conference on Large-Scale Knowledge Resources, LKR 2008, Tokyo, Japan, ... (Lecture Notes in Computer Science) Algebraic Informatics: Second International Conference, CAI 2007, Thessalonkik, Greece, May 21-25, 2007, Revised Selected and Invited Papers (Lecture Notes in Computer Science)