Introduction to Machine Learning and Bioinformatics (Chapman & Hall/ CRC Computer Science & Data Analysis) - Tapa blanda

Mitra, Sushmita

 
9780367387235: Introduction to Machine Learning and Bioinformatics (Chapman & Hall/ CRC Computer Science & Data Analysis)
Tapa blanda
ISBN 10: 0367387239 ISBN 13: 9780367387235
Editorial: Routledge, 2019

Sinopsis

Lucidly Integrates Current Activities

Focusing on both fundamentals and recent advances, Introduction to Machine Learning and Bioinformatics presents an informative and accessible account of the ways in which these two increasingly intertwined areas relate to each other.

Examines Connections between Machine Learning & Bioinformatics

The book begins with a brief historical overview of the technological developments in biology. It then describes the main problems in bioinformatics and the fundamental concepts and algorithms of machine learning. After forming this foundation, the authors explore how machine learning techniques apply to bioinformatics problems, such as electron density map interpretation, biclustering, DNA sequence analysis, and tumor classification. They also include exercises at the end of some chapters and offer supplementary materials on their website.

Explores How Machine Learning Techniques Can Help Solve Bioinformatics Problems

Shedding light on aspects of both machine learning and bioinformatics, this text shows how the innovative tools and techniques of machine learning help extract knowledge from the deluge of information produced by today’s biological experiments.

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

Acerca del autor

Mitra, Sushmita; Datta, Sujay; Perkins, Theodore; Michailidis, George

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

Editorial
Routledge
Año de publicación
2019
Idioma
Inglés
ISBN 10 
0367387239
ISBN 13 
9780367387235
Encuadernación
Tapa blanda
Número de edición
1
Número de páginas
384
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9781584886822: Introduction to Machine Learning and Bioinformatics (Computer Science and Data Analysis)

Edición Destacada

ISBN 10:  158488682X ISBN 13:  9781584886822
Editorial: Chapman and Hall/CRC, 2008
Tapa dura