Artificial Intelligence Technologies for Computational Biology
By: and and and
Sign Up Now!
Already a Member? Log In
You must be logged into Bookshare to access this title.
Learn about membership options,
or view our freely available titles.
- Synopsis
- This text emphasizes the importance of artificial intelligence techniques in the field of biological computation. It also discusses fundamental principles that can be applied beyond bio-inspired computing.It comprehensively covers important topics including data integration, data mining, machine learning, genetic algorithms, evolutionary computation, evolved neural networks, nature-inspired algorithms, and protein structure alignment. The text covers the application of evolutionary computations for fractal visualization of sequence data, artificial intelligence, and automatic image interpretation in modern biological systems.The text is primarily written for graduate students and academic researchers in areas of electrical engineering, electronics engineering, computer engineering, and computational biology.This book:• Covers algorithms in the fields of artificial intelligence, and machine learning useful in biological data analysis.• Discusses comprehensively artificial intelligence and automatic image interpretation in modern biological systems.• Presents the application of evolutionary computations for fractal visualization of sequence data.• Explores the use of genetic algorithms for pair-wise and multiple sequence alignments.• Examines the roles of efficient computational techniques in biology.
- Copyright:
- 2023
Book Details
- Book Quality:
- Publisher Quality
- Book Size:
- 324 Pages
- ISBN-13:
- 9781000778694
- Related ISBNs:
- 9781032160009, 9781000778687, 9781003246688
- Publisher:
- CRC Press
- Date of Addition:
- 04/15/24
- Copyrighted By:
- selection and editorial matter, Ranjeet Kumar Rout, Saiyed Umer, Sabha Sheikh and Amrit Lal Sangal
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Science, Computers and Internet, Technology, Medicine
- Submitted By:
- Bookshare Staff
- Usage Restrictions:
- This is a copyrighted book.
- Edited by:
- Ranjeet Kumar Rout
- Edited by:
- Saiyed Umer
- Edited by:
- Sabha Sheikh
- Edited by:
- Amrit Lal Sangal
Reviews
Other Books
- by Ranjeet Kumar Rout
- by Saiyed Umer
- by Sabha Sheikh
- by Amrit Lal Sangal
- in Nonfiction
- in Science
- in Computers and Internet
- in Technology
- in Medicine