Semi-Supervised and Unsupervised Machine Learning: Novel Strategies

Semi-Supervised and Unsupervised Machine Learning: Novel Strategies

NOOK Book(eBook)

$91.99 $113.00 Save 19% Current price is $91.99, Original price is $113. You Save 19%.
View All Available Formats & Editions
Available on Compatible NOOK Devices and the free NOOK Apps.
Want a NOOK ? Explore Now

Overview

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

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.

Product Details

ISBN-13: 9781118586136
Publisher: Wiley
Publication date: 01/24/2013
Series: ISTE
Sold by: Barnes & Noble
Format: NOOK Book
File size: 6 MB

Customer Reviews

Most Helpful Customer Reviews

See All Customer Reviews