Computational Intelligence in Protein Ligand Interaction Analysis Book

Computational Intelligence in Protein Ligand Interaction Analysis


  • Author : Bing Wang
  • Publisher : Academic Press
  • Release Date : 2023-06-01
  • Genre: Science
  • Pages : 0
  • ISBN 10 : 9780128244357
  • Total Read : 70
  • File Size : 7,9 Mb

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Computational Intelligence in Protein Ligand Interaction Analysis Summary:

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

Computational Intelligence and Pattern Analysis in Biology Informatics Book

Computational Intelligence and Pattern Analysis in Biology Informatics


  • Author : Ujjwal Maulik
  • Publisher : John Wiley & Sons
  • Release Date : 2011-03-21
  • Genre: Medical
  • Pages : 372
  • ISBN 10 : 9781118097809
  • Total Read : 88
  • File Size : 17,5 Mb

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Computational Intelligence and Pattern Analysis in Biology Informatics Summary:

An invaluable tool in Bioinformatics, this unique volume provides both theoretical and experimental results, and describes basic principles of computational intelligence and pattern analysis while deepening the reader's understanding of the ways in which these principles can be used for analyzing biological data in an efficient manner. This book synthesizes current research in the integration of computational intelligence and pattern analysis techniques, either individually or in a hybridized manner. The purpose is to analyze biological data and enable extraction of more meaningful information and insight from it. Biological data for analysis include sequence data, secondary and tertiary structure data, and microarray data. These data types are complex and advanced methods are required, including the use of domain-specific knowledge for reducing search space, dealing with uncertainty, partial truth and imprecision, efficient linear and/or sub-linear scalability, incremental approaches to knowledge discovery, and increased level and intelligence of interactivity with human experts and decision makers Chapters authored by leading researchers in CI in biology informatics. Covers highly relevant topics: rational drug design; analysis of microRNAs and their involvement in human diseases. Supplementary material included: program code and relevant data sets correspond to chapters.

Computational Intelligence in Bioinformatics Book

Computational Intelligence in Bioinformatics


  • Author : Gary B. Fogel
  • Publisher : John Wiley & Sons
  • Release Date : 2007-12-10
  • Genre: Computers
  • Pages : 376
  • ISBN 10 : 0470199083
  • Total Read : 62
  • File Size : 20,7 Mb

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Computational Intelligence in Bioinformatics Summary:

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.

Computational Intelligence in Medical Informatics Book

Computational Intelligence in Medical Informatics


  • Author : Naresh Babu Muppalaneni
  • Publisher : Springer
  • Release Date : 2014-11-06
  • Genre: Technology & Engineering
  • Pages : 96
  • ISBN 10 : 9789812872609
  • Total Read : 86
  • File Size : 12,8 Mb

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Computational Intelligence in Medical Informatics Summary:

This Brief highlights Informatics and related techniques to Computer Science Professionals, Engineers, Medical Doctors, Bioinformatics researchers and other interdisciplinary researchers. Chapters include the Bioinformatics of Diabetes and several computational algorithms and statistical analysis approach to effectively study the disorders and possible causes along with medical applications.

Recent Studies on Computational Intelligence Book

Recent Studies on Computational Intelligence


  • Author : Ashish Khanna
  • Publisher : Springer Nature
  • Release Date : 2020-10-16
  • Genre: Technology & Engineering
  • Pages : 122
  • ISBN 10 : 9789811584695
  • Total Read : 92
  • File Size : 10,6 Mb

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Recent Studies on Computational Intelligence Summary:

This book gathers the latest quality research work of Ph.D. students working on the current areas presented in the Doctoral Symposium on Computational Intelligence (DoSCI 2020). The book includes works in the areas of artificial intelligence, deep learning, evolutionary algorithms, swarm intelligence, fuzzy sets and vague sets, rough set theoretic approaches, quantum-inspired computational intelligence, hybrid computational intelligence, machine learning, computer vision, soft computing, distributed computing, parallel and grid computing, cloud computing, high-performance computing, biomedical computing, decision support and decision making. The book is useful for researchers, students, engineers, practitioners and academicians in their advance studies.

Computational Intelligence and Predictive Analysis for Medical Science Book
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Computational Intelligence and Predictive Analysis for Medical Science


  • Author : Poonam Tanwar
  • Publisher : Walter de Gruyter GmbH & Co KG
  • Release Date : 2021-11-08
  • Genre: Computers
  • Pages : 333
  • ISBN 10 : 9783110715347
  • Total Read : 76
  • File Size : 5,9 Mb

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Computational Intelligence and Predictive Analysis for Medical Science Summary:

This book uncovers stakes and possibilities offered by Computational Intelligence and Predictive Analytics to Medical Science. The main focus is on data technologies,classification, analysis and mining, information retrieval, and in the algorithms needed to elaborate the informations. A section with use cases and applications follows the two main parts of the book, respectively dedicated to the foundations and techniques of the discipline.