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Fundamentals of Predictive Text Mining on Hardback by Sholom M. Weiss
Fundamentals of Predictive Text Mining on Hardback by Sholom M. Weiss
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Description

This successful textbook on predictive text mining offers a unified perspective on a rapidly evolving field, integrating topics spanning the varied disciplines of data science, machine learning, databases, and computational linguistics. Serving also as a practical guide, this unique book provides helpful advice illustrated by examples and case studies. This highly anticipated second edition has been thoroughly revised and expanded with new material on deep learning, graph models, mining social media, errors and pitfalls in big data evaluation, Twitter sentiment analysis, and dependency parsing discussion. The fully updated content also features in-depth discussions on issues of document classification, information retrieval, clustering and organizing documents, information extraction, web-based data-sourcing, and prediction and evaluation. Features: includes chapter summaries and exercises; explores the application of each method; provides several case studies; contains links to free text-mining software.

Author Biography:

Dr. Sholom M. Weiss is a Professor Emeritus of Computer Science at Rutgers University, a Fellow of the Association for the Advancement of Artificial Intelligence, and co-founder of AI Data-Miner LLC, New York. Dr. Nitin Indurkhya is faculty member at the School of Computer Science and Engineering, University of New South Wales, Australia, and the Institute of Statistical Education, Arlington, VA, USA. He is also a co-founder of AI Data-Miner LLC, New York. Dr. Tong Zhang is a Professor of Statistics and Biostatistics at Rutgers University.
Release date Australia
September 14th, 2015
Audience
  • Professional & Vocational
Edition
2nd ed. 2015
Illustrations
115 Illustrations, black and white; XIII, 239 p. 115 illus.
Pages
239
Dimensions
155x235x16
ISBN-13
9781447167495
Product ID
24027352

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