Machine Learning Applications In Software Engineering: 16 (Series On Software Engineering And Knowledge Engineering) - Tapa dura

 
9789812560940: Machine Learning Applications In Software Engineering: 16 (Series On Software Engineering And Knowledge Engineering)
Tapa dura
ISBN 10: 9812560947 ISBN 13: 9789812560940
Editorial: World Scientific Publishing Co Pte Ltd, 2005

Sinopsis

Machine learning deals with the issue of how to build computer programs that improve their performance at some tasks through experience. Machine learning algorithms have proven to be of great practical value in a variety of application domains. Not surprisingly, the field of software engineering turns out to be a fertile ground where many software development and maintenance tasks could be formulated as learning problems and approached in terms of learning algorithms. This book deals with the subject of machine learning applications in software engineering. It provides an overview of machine learning, summarizes the state-of-the-practice in this niche area, gives a classification of the existing work, and offers some application guidelines. Also included in the book is a collection of previously published papers in this research area.

"Sinopsis" puede pertenecer a otra edición de este libro.

Reseña del editor

Machine learning deals with the issue of how to build computer programs that improve their performance at some tasks through experience. Machine learning algorithms have proven to be of great practical value in a variety of application domains. Not surprisingly, the field of software engineering turns out to be a fertile ground where many software development and maintenance tasks could be formulated as learning problems and approached in terms of learning algorithms. This book deals with the subject of machine learning applications in software engineering. It provides an overview of machine learning, summarizes the state-of-the-practice in this niche area, gives a classification of the existing work, and offers some application guidelines. Also included in the book is a collection of previously published papers in this research area.

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

Editorial
World Scientific Publishing Co Pte Ltd
Año de publicación
2005
Idioma
Inglés
ISBN 10 
9812560947
ISBN 13 
9789812560940
Encuadernación
Tapa dura
Número de páginas
368
Editor
Zhang Du, Tsai Jeffrey J P
Contacto del fabricante
no disponible
Persona responsable
no disponible