UID:
almafu_9959328460502883
Format:
1 online resource (xiv, 207 pages) :
,
illustrations
ISBN:
9780470689653
,
047068965X
,
9780470689646
,
0470689641
Content:
Text Mining: Applications and Theory presents the state-of-the-art algorithms for text mining from both the academic and industrial perspectives. The contributors span several countries and scientific domains: universities, industrial corporations, and government laboratories, and demonstrate the use of techniques from machine learning, knowledge discovery, natural language processing and information retrieval to design computational models for automated text analysis and mining. This volume demonstrates how advancements in the fields of applied mathematics, computer science, machine learning.
Note:
Front Matter -- Text Extraction, Classification, and Clustering. Automatic Keyword Extraction from Individual Documents / Stuart Rose, Dave Engel, Nick Cramer, Wendy Cowley -- Algebraic Techniques for Multilingual Document Clustering / Brett W Bader, Peter A Chew -- Content-Based Spam Email Classification using Machine-Learning Algorithms / Eric P Jiang -- Utilizing Nonnegative Matrix Factorization for Email Classification Problems / Andreas G K Janecek, Wilfried N Gansterer -- Constrained Clustering with -means Type Algorithms / Ziqiu Su, Jacob Kogan, Charles Nicholas -- Anomaly and Trend Detection. Survey of Text Visualization Techniques / Andrey A Puretskiy, Gregory L Shutt, Michael W Berry -- Adaptive Threshold Setting for Novelty Mining / Wenyin Tang, Flora S Tsai -- Text Mining and Cybercrime / April Kontostathis, Lynne Edwards, Amanda Leatherman -- Text Streams. Events and Trends in Text Streams / Dave Engel, Paul Whitney, Nick Cramer -- Embedding Semantics in LDA Topic Models / Loulwah Alsumait, Pu Wang, Carlotta Domeniconi, Daniel Barbar̀ -- Index.
Additional Edition:
Print version: Text mining. Chichester, U.K. : Wiley, 2010 ISBN 9780470749821
Language:
English
Keywords:
Electronic books.
;
Conference papers and proceedings.
;
Electronic books.
;
Conference papers and proceedings.
;
Electronic books.
;
Conference papers and proceedings.
DOI:
10.1002/9780470689646
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470689646
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470689646
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470689646
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