Statistical Spoken Language Understanding Systems

Albalate, Amparo; Minker, Wolfgang

ISBN 10: 1848212038 / ISBN 13: 9781848212039

Editore: ISTE Ltd and John Wiley & Sons Inc

Riguardo questo articolo

* Provides a detailed and up-to-date overview on classification and data mining methods. * Focuses on supervised classification algorithms and their applications, including recent research on the combination of classifiers. Num Pages: 254 pages, Illustrations. BIC Classification: UNF. Category: (P) Professional & Vocational. Dimension: 234 x 162 x 19. Weight in Grams: 510. . 2010. . . . . Books ship from the US and Ireland.

Codice articolo V9781848212039

Dati bibliografici

• Titolo: Statistical Spoken Language Understanding Systems
• Editore: ISTE Ltd and John Wiley & Sons Inc
• ISBN 10: 1848212038
• ISBN 13: 9781848212039
• Condizione: New

Descrizione articolo

Riassunto

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.

Informazioni sull?autore

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

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