Textbook of Machine Learning and Data Mining: with Bioinformatics Applications - Tapa blanda

Mamitsuka, Hiroshi

 
9784991044502: Textbook of Machine Learning and Data Mining: with Bioinformatics Applications
Tapa blanda
ISBN 10: 4991044502 ISBN 13: 9784991044502
Editorial: Global Data Science Publishing, 2018

Sinopsis

Data-driven approaches, particularly machine learning and data mining, are the main driving force of the current artificial intelligence technology. This book covers a wide variety of methods in machine learning and data mining, dividing them from a viewpoint of data types, which begin with rather simple vectors and end by graphs and also combination of different data types. This book describes standard techniques of machine learning and data mining for each data type, especially focusing on the relevance and difference among them. Also after explaining a series of machine learning methods for seven different data types, this book has a chapter for standard validation methods on empirical results obtained by applying machine learning methods to data. This book can be used for a variety of objectives, including an introductory textbook of studying machine learning and a (first step) book to start machine learning research, etc.

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

Reseña del editor

Data-driven approaches, particularly machine learning and data mining, are the main driving force of the current artificial intelligence technology. This book covers a wide variety of methods in machine learning and data mining, dividing them from a viewpoint of data types, which begin with rather simple vectors and end by graphs and also combination of different data types. This book describes standard techniques of machine learning and data mining for each data type, especially focusing on the relevance and difference among them. Also after explaining a series of machine learning methods for seven different data types, this book has a chapter for standard validation methods on empirical results obtained by applying machine learning methods to data. This book can be used for a variety of objectives, including an introductory textbook of studying machine learning and a (first step) book to start machine learning research, etc.

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

Editorial
Global Data Science Publishing
Año de publicación
2018
Idioma
Inglés
ISBN 10 
4991044502
ISBN 13 
9784991044502
Encuadernación
Tapa blanda
Número de páginas
388
Contacto del fabricante
no disponible
Persona responsable
no disponible