Fundamentals of Predictive Text Mining

Nonfiction, Computers, Database Management, Advanced Computing, General Computing
Cover of the book Fundamentals of Predictive Text Mining by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang, Springer London
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Sholom M. Weiss, Nitin Indurkhya, Tong Zhang ISBN: 9781447167501
Publisher: Springer London Publication: September 7, 2015
Imprint: Springer Language: English
Author: Sholom M. Weiss, Nitin Indurkhya, Tong Zhang
ISBN: 9781447167501
Publisher: Springer London
Publication: September 7, 2015
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer London

Cover of the book Methodologies and Techniques for Advanced Maintenance by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang
Cover of the book Inflammatory Response in Cardiovascular Surgery by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang
Cover of the book Air Pollution and Health Effects by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang
Cover of the book Starting to Read ECGs by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang
Cover of the book The Monte Carlo Simulation Method for System Reliability and Risk Analysis by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang
Cover of the book Management of Breast Cancer in Older Women by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang
Cover of the book Formal Methods: State of the Art and New Directions by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang
Cover of the book Theory of Random Sets by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang
Cover of the book Autoimmune Diseases by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang
Cover of the book Malignant Brain Tumours by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang
Cover of the book Cardiac Electrophysiology by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang
Cover of the book Ultrastructure of the Small Intestinal Mucosa by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang
Cover of the book Person Re-Identification by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang
Cover of the book Warming to Ecocide by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang
Cover of the book Neurorehabilitation Technology by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy