Computational Intelligence in Protein Ligand Interaction Analysis

Computational Intelligence in Protein Ligand Interaction Analysis
Author: Bing Wang,Peng Chen,Jun Zhang
Publsiher: Academic Press
Total Pages: 280
Release: 2024-03-25
Genre: Science
ISBN: 9780128244357

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Computational Intelligence in Protein-Ligand Interaction Analysis presents computational techniques for predicting protein-ligand interactions, recognizing protein interaction sites, and identifying protein drug targets. The book emphasizes novel approaches to protein-ligand interactions, including machine learning and deep learning, presenting a state-of-the-art suite of skills for researchers. The volume represents a resource for scientists, detailing the fundamentals of computational methods, showing how to use computational algorithms to study protein interaction data, and giving scientific explanations for biological data through computational intelligence. Fourteen chapters offer a comprehensive guide to protein interaction data and computational intelligence methods for protein-ligand interactions. Presents a guide to computational techniques for protein-ligand interaction analysis Guides researchers in developing advanced computational intelligence methods for the protein-ligand problem Identifies appropriate computational tools for various problems Demonstrates the use of advanced techniques such as vector machine, neural networks, and machine learning Offers the computational, mathematical and statistical skills researchers need

Protein Interactions Computational Methods Analysis And Applications

Protein Interactions  Computational Methods  Analysis And Applications
Author: M Michael Gromiha
Publsiher: World Scientific
Total Pages: 424
Release: 2020-03-05
Genre: Science
ISBN: 9789811211881

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This book is indexed in Chemical Abstracts ServiceThe interactions of proteins with other molecules are important in many cellular activities. Investigations have been carried out to understand the recognition mechanism, identify the binding sites, analyze the the binding affinity of complexes, and study the influence of mutations on diseases. Protein interactions are also crucial in structure-based drug design.This book covers computational analysis of protein-protein, protein-nucleic acid and protein-ligand interactions and their applications. It provides up-to-date information and the latest developments from experts in the field, using illustrations to explain the key concepts and applications. This volume can serve as a single source on comparative studies of proteins interacting with proteins/DNAs/RNAs/carbohydrates and small molecules.

Marvels of Artificial and Computational Intelligence in Life Sciences

Marvels of Artificial and Computational Intelligence in Life Sciences
Author: Thirunavukkarasu Sivaraman
Publsiher: Bentham Science Publishers
Total Pages: 287
Release: 2023-09-20
Genre: Computers
ISBN: 9789815136814

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Marvels of Artificial and Computational Intelligence in Life Sciences is a primer for scholars and students who are interested in the applications of artificial intelligence (AI and computational intelligence (CI) in life sciences and other industries. The book consists of 16 chapters (9 of which focus on AI and 7 which showcase the benefits of CI approaches to solve specific problems). Chapters are edited by subject experts who describe the roles and applications of AI and CI in different parts of our lives in a concise and lucid manner. The book covers the following key themes: AI Revolution in Healthcare and Drug Discovery: AI's Impact on Biology and Energy Management AI and CI in Physical Sciences and Predictive Modeling Computational Biology The editors have compiled a good blend of topics in applied science and engineering to give readers a clear understanding of the multidisciplinary nature of the two facets of computing. Each chapter includes references for advanced readers.

Computational Analyses of Protein ligand Interactions

Computational Analyses of Protein ligand Interactions
Author: Muhammad Kamran Haider
Publsiher: Unknown
Total Pages: 0
Release: 2010
Genre: Electronic Book
ISBN: OCLC:931346772

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Computer Aided Drug Design Drug Discovery Computational Modelling and Artificial Intelligence

Computer Aided Drug Design  Drug Discovery  Computational Modelling  and Artificial Intelligence
Author: Fei Ye,Zhongjie Liang,Ylvain Broussy
Publsiher: Frontiers Media SA
Total Pages: 205
Release: 2022-08-17
Genre: Science
ISBN: 9782889767847

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Computational Intelligence in Bioinformatics

Computational Intelligence in Bioinformatics
Author: Gary B. Fogel,David W. Corne,Yi Pan
Publsiher: John Wiley & Sons
Total Pages: 376
Release: 2007-12-10
Genre: Computers
ISBN: 0470199083

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Combining biology, computer science, mathematics, and statistics, the field of bioinformatics has become a hot new discipline with profound impacts on all aspects of biology and industrial application. Now, Computational Intelligence in Bioinformatics offers an introduction to the topic, covering the most relevant and popular CI methods, while also encouraging the implementation of these methods to readers' research.

Artificial Intelligence Blockchain Computing and Security Volume 2

Artificial Intelligence  Blockchain  Computing and Security Volume 2
Author: Arvind Dagur,Karan Singh,Pawan Singh Mehra,Dhirendra Kumar Shukla
Publsiher: CRC Press
Total Pages: 1009
Release: 2023-10-23
Genre: Computers
ISBN: 9781003845874

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This book contains the conference proceedings of ICABCS 2023, a non-profit conference with the objective to provide a platform that allows academicians, researchers, scholars and students from various institutions, universities and industries in India and abroad to exchange their research and innovative ideas in the field of Artificial Intelligence, Blockchain, Computing and Security. It explores the recent advancement in field of Artificial Intelligence, Blockchain, Communication and Security in this digital era for novice to profound knowledge about cutting edges in artificial intelligence, financial, secure transaction, monitoring, real time assistance and security for advanced stage learners/ researchers/ academicians. The key features of this book are: Broad knowledge and research trends in artificial intelligence and blockchain with security and their role in smart living assistance Depiction of system model and architecture for clear picture of AI in real life Discussion on the role of Artificial Intelligence and Blockchain in various real-life problems across sectors including banking, healthcare, navigation, communication, security Explanation of the challenges and opportunities in AI and Blockchain based healthcare, education, banking, and related industries This book will be of great interest to researchers, academicians, undergraduate students, postgraduate students, research scholars, industry professionals, technologists, and entrepreneurs.

Artificial Intelligence

Artificial Intelligence
Author: Anonim
Publsiher: Elsevier
Total Pages: 260
Release: 2023-09-01
Genre: Mathematics
ISBN: 9780443137648

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Artificial Intelligence, Volume 49 in the Handbook of Statistics series, highlights new advances in the field, with this new volume presenting interesting chapters on a variety of timely topics. Chapters in this new release include AI Teacher-Student based Adaptive Structural Deep Learning Model and Its Estimating Uncertainty of Image Data, Machine-derived Intelligence: Computations Beyond the Null Hypothesis, Object oriented basis of artificial intelligence methodologies I in Judicial Systems in India, Artificial Intelligence in Systems Biology, Machine-Learning in Geometry and Physics, Innovation and Machine Learning: Crowdsourcing Open-Source Natural Language Processing (NLP) Algorithms to Advance Public Health Surveillance, and more. Other chapters cover Learning and identity testing of Markov chains, Data privacy for machine learning and statistics, and The interface between AI and Mathematics. Provides the authority and expertise of leading contributors from an international board of authors Presents the latest release in the Handbook of Statistics series Includes the latest information on Artificial Intelligence