| 書目名稱 | Text Mining with MATLAB? | | 編輯 | Rafael E. Banchs | | 視頻video | http://file.papertrans.cn/904/903521/903521.mp4 | | 概述 | Features the first in-depth guide to text mining with Matlab, a powerful, yet flexible numerical computing platform and programming language.Illustrates key concepts and definitions through a series o | | 圖書封面 |  | | 描述 | .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.. | | 出版日期 | Book 20131st edition | | 關(guān)鍵詞 | document clustering; information retrieval; matlab; natural language processing; text analytics; text min | | 版次 | 1 | | doi | https://doi.org/10.1007/978-1-4614-4151-9 | | isbn_ebook | 978-1-4614-4151-9 | | copyright | Springer Science+Business Media New York 2013 |
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