Machine Learning in Bioinformatics and Chemoinformatics: A Comprehensive Guide

By Yashwant Pathak, a renowned author in the field of machine learning, this book aims to illuminate the practical applications of machine learning in complex chemoinformatics and bioinformatics. It delves into the role of AI in identifying patterns in biological and chemical data, shedding light on its potential in disease classification, feature selection, and dimensionality reduction.

The book is structured to highlight AI’s transformative power in chemistry and bioinformatics. It assists researchers in organizing and utilizing data points generated from AI-driven experiments efficiently. This volume explores the development of automated tools and techniques to aid in research planning, making it an indispensable resource for professionals and researchers alike.

Key Features:

• Covers a wide range of AI applications in bioinformatics and chemoinformatics
• Demystifies the role of AI in generating biological and chemical data
• Provides an introduction to basic and advanced chemoinformatics computational tools
• Presents a chemical biology-based toolset for artificial intelligence usage in drug design
• Discusses computational methods in cancer, genome mapping, and stem cell research

Publication Details:

Publisher: CRC Press

Publication Date: October 11, 2023

Language: English

ISBN: 9781032396576, 9781000952759