Statistical Spoken Language Understanding Systems Format: Hardcover

Amparo Albalate; Wolfgang Minker

ISBN 10: 1848212038 / ISBN 13: 9781848212039

Published by John Wiley and Sons

About this Item

Brand New.

Seller Inventory # 9781848212039

Bibliographic Details

• Title: Statistical Spoken Language Understanding Systems Format: Hardcover
• Publisher: John Wiley and Sons
• ISBN 10: 1848212038
• ISBN 13: 9781848212039
• Condition: New

About this title

Synopsis

This book provides a detailed and up-to-date overview on classification and data mining methods. The first part is focused on supervised classification algorithms and their applications, including recent research on the combination of classifiers. The second part deals with unsupervised data mining and knowledge discovery, with special attention to text mining. Discovering the underlying structure on a data set has been a key research topic associated to unsupervised techniques with multiple applications and challenges, from web-content mining to the inference of cancer subtypes in genomic microarray data. Among those, the book focuses on a new application for dialog systems which can be thereby made adaptable and portable to different domains. Clustering evaluation metrics and new approaches, such as the ensembles of clustering algorithms, are also described.

About the Author

Amparo Albalate,?University of Ulm, Institute of Information Technology, Germany.

Wolfgang Minker, University of Ulm, Institute of Information Technology, Germany.