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"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"--
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Previews available in: English
Edition | Availability |
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1
Statistical spoken language understanding systems
2011, ISTE, Wiley
in English
1848212038 9781848212039
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Includes bibliographical references and index.
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Feedback?July 27, 2023 | Edited by ImportBot | import existing book |
October 4, 2021 | Edited by ImportBot | import existing book |
October 20, 2011 | Created by LC Bot | import new book |