Description: Semi-Supervised and Unsupervised Machine Learning : Novel Strategies, Hardcover by Albalate, Amparo; Minker, Wolfgang, ISBN 1848212038, ISBN-13 9781848212039, Like New Used, Free shipping in the US "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, th 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"--
Price: 173.23 USD
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Book Title: Semi-Supervised and Unsupervised Machine Learning : Novel Strateg
Number of Pages: 320 Pages
Language: English
Publication Name: Semi-Supervised and Unsupervised Machine Learning : Novel Strategies
Publisher: Wiley & Sons, Incorporated, John
Item Height: 0.8 in
Publication Year: 2011
Subject: Databases / Data Mining, Electronics / General
Type: Textbook
Item Weight: 18 Oz
Item Length: 9.5 in
Author: Amparo Albalate, Wolfgang Minker
Subject Area: Computers, Technology & Engineering
Item Width: 6.4 in
Format: Hardcover
