Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Text Mining: Classification, Clustering, and Applications

Buy
This book is a worthy contribution to the field of text mining. By focusing on classification (rather than exhaustively covering extraction, summarization, and other tasks), it achieves the right balance of coherence and comprehensiveness. It collects papers by the leading authors in the field, who employ and explain a variety of techniques—kernel methods, link analysis, latent Dirichlet allocation, non-negative matrix factorization, and others. Together the papers bring unity and clarity to a disjointed and sometimes perplexing field and serve as the perfect introduction for an advanced student.
—Peter Norvig, Director of Research, Google, Inc., Mountain View, California, USA

This is a state-of-the-art, outstanding collection of overviews on text mining by a group of leading researchers in the field.  The book meets an imminent need for an up-to-date overview of this exciting, dynamic research frontier and may serve as an excellent textbook on text mining for graduate students and researchers in the field as well.
—Jiawei Han, University of Illinois at Urbana-Champaign, USA

Giving a broad perspective of the field from numerous vantage points, Text Mining focuses on statistical methods for text mining and analysis. It examines methods to automatically cluster and classify text documents and applies these methods in a variety of areas, including adaptive information filtering, information distillation, and text search. The book begins with the classification of documents into predefined categories and then describes novel methods for clustering documents into groups that are not predefined. It concludes with various text mining applications that have significant implications for future research and industrial use.

About the Author

Ashok N. Srivastava
is the Principal Investigator of the Integrated Vehicle Health Management research project in the NASA Aeronautics Research Mission Directorate. Dr. Srivastava also leads the Intelligent Data Understanding group at NASA Ames Research Center.

Mehran Sahami is an Associate Professor and Associate Chair for Education in the computer science department at Stanford University.

(HTML tags aren't allowed.)

Java: An Introduction to Problem Solving and Programming (6th Edition)
Java: An Introduction to Problem Solving and Programming (6th Edition)

Java: An Introduction to Problem Solving and Programming, 6e, is ideal for introductory Computer Science courses using Java, and other introductory programming courses in departments of Computer Science, Computer Engineering, CIS, MIS, IT, and Business. Students are introduced to object-oriented programming and important...

Microsoft Content Management Server 2002: A Complete Guide
Microsoft Content Management Server 2002: A Complete Guide

Content Management Server (CMS) is fast becoming a vital content-management tool that helps administrators and developers handle the ever-increasing amount of content on their Web sites. However, an authoritative source of product information has been missing . . . until now.

...

Microsoft Windows Vista Administration
Microsoft Windows Vista Administration
It was almost midnight, and the crowd’s excitement was palpable. The line had wrapped around the electronics store, getting longer with each passing hour. As the clock ticked closer to midnight, the pack grew more and more electric. In just a few minutes, it would be in their hands. Was the crowd waiting to buy a new CD? Was a new Star Wars...

Industrial Network Security: Securing Critical Infrastructure Networks for Smart Grid, SCADA, and Other Industrial Control Systems
Industrial Network Security: Securing Critical Infrastructure Networks for Smart Grid, SCADA, and Other Industrial Control Systems

One of the most mysterious areas of information security is industrial system security.
No other area of information security contains that many myths, mistakes, misconceptions
and outright lies. Information available online, while voluminous, will
only lead information security professionals and industrial systems
...

Ajax Hacks : Tips & Tools for Creating Responsive Web Sites
Ajax Hacks : Tips & Tools for Creating Responsive Web Sites

Ajax, the popular term for Asynchronous JavaScript and XML, is one of the most important combinations of technologies for web developers to know these days. With its rich grouping of technologies, Ajax developers can create interactive web applications with XML-based web services, using JavaScript in the browser to process the...

Architecture of a Database System
Architecture of a Database System
Database Management Systems (DBMSs) are a ubiquitous and critical component of modern computing, and the result of decades of research and development in both academia and industry. Architecture of a Database System presents an architectural discussion of DBMS design principles, including process models, parallel architecture, storage system...
©2021 LearnIT (support@pdfchm.net) - Privacy Policy