Artificial intelligence in bioinformatics and chemoinformatics. (2023)

• Record Type: Book
• Further Information: Note: Edited by Yashwant Pathak, Surovi Saikia, Sarvadaman Pathak, Jayvadan Patel, Bhupendra Prajapati.
• Editors: Pathak, Yashwant; Saikia, Surovi; Pathak, Sarvadaman; Patel, Jayvadan K; Prajapati, Bhupendra
• Contents: Bridging Bioinformatics and Chemoinformatics Approaches in Public Databases Shama Mujawar, Manas Joshi, Aarohi Deshpande, Aarohi Gherkar, Shreyash Kolhe, Bhupendra Golpalbhai Prajapati An Introduction to Basic and Advanced Chemoinformatics Computational Tools Surovi Saikia, Aparna A, Mohammed Unais AK, Yashwant V. Pathak, V.Vijaya Padma An Introduction to Basic and Advanced Bioinformatics Computational Tools Jay R. Anand, Manishkumar S. Patel, Manish Shah, Bhavinkumar Gayakvad, Dignesh Khunt Computational Methods in Cancer, Genome Mapping and Stem Cell Research; Sudha Vengurlekar, Piyush Trivedi, Harshada Shewale, Rushabh Desarda, Bhupendra Gopalbhai Prajapati ; Using Chemistry to Understand Biology : Graphs Theories, Biological Networks; Mayank Bapna, Dhruv R. Parikh, Sumita Bardhan, Bhupendra Gopalbhai Prajapati; Chemical Biology Based Toolset for Artificial Intelligence Usage In Drug Design; Ashutosh Agarwal, Parixit Prajapati, Bhupendra Gopalbhai Prajapati 7. Machine Learning and Data Mining: Uses and Challenges in Bioinformatics Muhasina K.M, Puja Ghosh, Akey Krishna Swaroop, Jubie Selvaraj, Bhupendra Gopalbhai, Prajapati, B. Duraisway, Dhanabal Palaniswamy ; 8. Application of Deep Learning In Chemistry and Biology; Priya Patel, Vaishali Thakkar, Saloni Dalwadi, Prexita Patel, Kevinkumar Garala, Bhupendra Golpabhai Prajapati ; 9. Text Mining in Chemistry for Organizing Chemistry Data; Unnati Patel, Prajesh Prajapati, Dharmendrasinh Bariya, Jigna Prajapati ; 10. CNN Used in Virtual Screening Bhargav Chandegra, Prajesh Prajapati, Jigna Prajapati 11. Machine Learning in Improving Force Fields of Molecular Dynamics; Virupaksha A. Bastikared; Alpana V. Bastikared; Varun Talatied; Bhupendra Golpalbhai Prajapati ; 12. Defining the Role of Chemical and Biological Data and Applying Algorithms thereof; Priya Patel, Kevinkumar Garala, Mihir Raval ; 13. Optimization and Quantification of Uncertainty in Machine Learning; Shama Mujawar, Atharva Tikhe, Bhupendra Prajapati
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2023
• Extent: 1 online resource (272 pages), illustrations (black and white, and colour)
• Subjects: 570.285; Artificial intelligence -- Biological applications; Cheminformatics; Bioinformatics; Artificial intelligence
• Languages: English
• ISBNs: 9781000952865
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.