Survey of Text Mining: Clustering, Classification, and Retrieval

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Survey of Text Mining: Clustering, Classification, and Retrieval ISBN  0387955631 Release Date  30 November 1999 Category  Miscellaneous Tags  mining,   clustering,   text mining,   cluster,   data mining,   retrieval,   "text mining",   text,   classification,   information retrieval,   survey,   0387955631,   text processing,   text categorization,   "mining",   web mining,   cluster analysis,   pattern classification,   modern information retrieval,   windows cluster,   servidores cluster,   text analysis,   text and mining,   linux cluster,   text +mining,   This book @Amazon  View Tools Google Search Web flazx.com

Description Extracting content from text continues to be an important research problem for information processing and management. Approaches to capture the semantics of text-based document collections may be based on Bayesian models, probability theory, vector space models, statistical models, or even graph theory. As the volume of digitized textual media continues to grow, so does the need for designing robust, scalable indexing and search strategies (software) to meet a variety of user needs. Knowledge extraction or creation from text requires systematic yet reliable processing that can be codified and adapted for changing needs and environments. This book will draw upon experts in both academia and industry to recommend practical approaches to the purification, indexing, and mining of textual information. It will address document identification, clustering and categorizing documents, cleaning text, and visualizing semantic models of text. Other books on Miscellaneous Multimedia Services in Intelligent Environments: Advanced Tools and Methodologies (Studies in Computational Intelligence) Software for Data Analysis: Programming with R (Statistics and Computing) Tools for High Performance Computing: Proceedings of the 2nd International Workshop on Parallel Tools for High Performance Computing, July 2008, HLRS, Stuttgart Bioinformatics: Problem Solving Paradigms Linear and Nonlinear Programming: Third Edition (International Series in Operations Research & Management Science) Diamonds Are Forever, Computers Are Not: Economic and Strategic Management in Computing Markets Computational Intelligence Paradigms: Innovative Applications (Studies in Computational Intelligence) Replicated Data Management for Mobile Computing (Synthesis Lectures on Mobile and Pervasive Computing) Intelligent Interactive Systems in Knowledge-Based Environments (Studies in Computational Intelligence) (Studies in Computational Intelligence) Data Analysis, Machine Learning and Applications: Proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität ... Data Analysis, and Knowledge Organization) Computational Intelligence: Methods and Techniques Design and Analysis of Learning Classifier Systems: A Probabilistic Approach (Studies in Computational Intelligence) Adaptive and Multilevel Metaheuristics (Studies in Computational Intelligence) Google Apps: The Missing Manual Intelligence and Security Informatics: Techniques and Applications (Studies in Computational Intelligence) (Studies in Computational Intelligence)