Semisupervised Learning for Computational Linguistics (Chapman & Hall/CRC Computer Science & Data Analysis) - Tapa dura

Abney, Steven

 
9781584885597: Semisupervised Learning for Computational Linguistics (Chapman & Hall/CRC Computer Science & Data Analysis)
Tapa dura
ISBN 10: 1584885599 ISBN 13: 9781584885597
Editorial: Chapman and Hall/CRC, 2019

Sinopsis

This book provides a broad, accessible treatment of the theory and linguistic applications of semisupervised methods. It presents a brief history of the field before moving on to discuss well-known natural language processing methods, such as self-training and co-training. It then centers on machine learning techniques, including the boundary-oriented methods of perceptrons, boosting, SVMs, and the null-category noise model. In addition, the book covers clustering, the EM algorithm, related generative methods, and agreement methods. It concludes with the graph-based method of label propagation as well as a detailed discussion of spectral methods.

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Acerca del autor

Abney, Steven

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Chapman and Hall/CRC
Año de publicación
2019
Idioma
Inglés
ISBN 10 
1584885599
ISBN 13 
9781584885597
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
322
Contacto del fabricante
CRC Press
https://www.routledge-ny.com

6000 BROKEN SOUND PARKWAY, NW SUITE 300
BOCA RATON
FL
33487
Estados Unidos de America
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9780367388638: Semisupervised Learning for Computational Linguistics (Chapman & Hall/CRC Computer Science & Data Analysis)

Edición Destacada

ISBN 10:  0367388634 ISBN 13:  9780367388638
Editorial: Routledge, 2019
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