Name: Semi-Supervised and Unsupervised Machine Learning: Novel Strategies (en Inglés)
SKU: 3173231
Price: 205.18 USD
Availability: InStock
Author: Albalate, Amparo ; Minker, Wolfgang
ISBN: 9781848212039

portada Semi-Supervised and Unsupervised Machine Learning: Novel Strategies (en Inglés)

Semi-Supervised and Unsupervised Machine Learning: Novel Strategies (en Inglés)

Formato

Libro Físico

Autor

Wolfgang Minker

Amparo Albalate

Editorial

Wiley-Iste

Idioma

Inglés

N° páginas

320

Encuadernación

Tapa Dura

Dimensiones

23.6x15.5x2 cm

Peso

0.50 kg.

ISBN

9781848212039

ISBN13

9781848212039

Categorías

Ingeniería electrónica

Semi-Supervised and Unsupervised Machine Learning: Novel Strategies (en Inglés)

Wolfgang Minker (Autor) · Amparo Albalate (Autor) · Wiley-Iste · Tapa Dura

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Reseña del libro "Semi-Supervised and Unsupervised Machine Learning: Novel Strategies (en Inglés)"

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.