portada Textbook of Machine Learning and Data Mining: with Bioinformatics Applications (en Inglés)

Textbook of Machine Learning and Data Mining: with Bioinformatics Applications (en Inglés)

Formato

Libro Físico

Autor

Hiroshi Mamitsuka

Editorial

Global Data Science Publishing

Idioma

Inglés

N° páginas

388

Encuadernación

Tapa Blanda

Dimensiones

23.4x15.6x2 cm

Peso

0.54 kg.

ISBN13

9784991044502

Categorías

Inteligencia artificial

Textbook of Machine Learning and Data Mining: with Bioinformatics Applications (en Inglés)

Hiroshi Mamitsuka (Autor) · Global Data Science Publishing · Tapa Blanda

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Reseña del libro "Textbook of Machine Learning and Data Mining: with Bioinformatics Applications (en Inglés)"

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.