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Semi-Supervised and Unsupervised Machine Learning: Novel Strategies

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Semi-Supervised and Unsupervised Machine Learning: Novel Strategies - Albalate, Amparo, and Minker, Wolfgang
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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, ...

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Semi-Supervised and Unsupervised Machine Learning: Novel Strategies 2010, ISTE Ltd and John Wiley & Sons Inc, London

ISBN-13: 9781848212039

Hardcover