03572nam 22006615 450 991043759180332120200701034006.01-283-62379-X97866139362401-4614-4151-X10.1007/978-1-4614-4151-9(CKB)2560000000090389(EBL)994294(OCoLC)807986547(SSID)ssj0000746151(PQKBManifestationID)11468373(PQKBTitleCode)TC0000746151(PQKBWorkID)10861772(PQKB)11303597(DE-He213)978-1-4614-4151-9(MiAaPQ)EBC994294(PPN)168299410(EXLCZ)99256000000009038920120814d2013 u| 0engur|n|---|||||txtccrText Mining with MATLAB®[electronic resource] /by Rafael E. Banchs1st ed. 2013.New York, NY :Springer New York :Imprint: Springer,2013.1 online resource (355 p.)Description based upon print version of record.1-4899-9464-5 1-4614-4150-1 Includes bibliographical references and index.Introduction -- Handling Textual Data -- Regular Expressions -- Basic Operations with Strings -- Reading and Writing Files -- Basic Corpus Statistics -- Statistical Models -- Geometrical Models -- Dimensionality Reduction -- Document Categorization -- Document Search -- Content Analysis.Text Mining with MATLAB provides a comprehensive introduction to text mining using MATLAB. It’s designed to help text mining practitioners, as well as those with little-to-no experience with text mining in general, familiarize themselves with MATLAB and its complex applications. The first part provides an introduction to basic procedures for handling and operating with text strings. Then, it reviews major mathematical modeling approaches. Statistical and geometrical models are also described along with main dimensionality reduction methods. Finally, it presents some specific applications such as document clustering, classification, search and terminology extraction. All descriptions presented are supported with practical examples that are fully reproducible. Further reading, as well as additional exercises and projects, are proposed at the end of each chapter for those readers interested in conducting further experimentation.Data miningComputer science—MathematicsInformation storage and retrievalData Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Math Applications in Computer Sciencehttps://scigraph.springernature.com/ontologies/product-market-codes/I17044Information Storage and Retrievalhttps://scigraph.springernature.com/ontologies/product-market-codes/I18032Data mining.Computer science—Mathematics.Information storage and retrieval.Data Mining and Knowledge Discovery.Math Applications in Computer Science.Information Storage and Retrieval.006.312519.5/4Banchs Rafael Eauthttp://id.loc.gov/vocabulary/relators/aut878445BOOK9910437591803321Text Mining with MATLAB®1961266UNINA