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Computational Intelligence In Protein Ligand Interaction Analysis

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Computational Intelligence in Protein Ligand Interaction Analysis

Computational Intelligence in Protein Ligand Interaction Analysis Book
Author : Bing Wang,Peng Chen,Jun Zhang
Publisher : Academic Press
Release : 2021-11-15
ISBN : 9780128243862
Language : En, Es, Fr & De

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Book Description :

The volume and speed of scientific data has transformed the life sciences, leading to an acceleration in bioinformatics, computational biology, and quantitative biology. In turn, researchers in bioinformatics and computational biology now require a suite of computational, mathematical, and statistical skills in order to handle large amounts of data. Computational Intelligence in Protein-Ligand Interaction Analysis presents computational techniques for predicting protein-ligand interactions, recognising 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, demonstrating ways computational tools and techniques can be applied for effective research on protein-ligand interaction. 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

Computational Intelligence and Pattern Analysis in Biology Informatics Book
Author : Ujjwal Maulik,Sanghamitra Bandyopadhyay,Jason T. Wang
Publisher : John Wiley & Sons
Release : 2011-03-21
ISBN : 1118097807
Language : En, Es, Fr & De

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Book Description :

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

Computational Intelligence in Bioinformatics Book
Author : Gary B. Fogel,David W. Corne,Yi Pan
Publisher : John Wiley & Sons
Release : 2007-12-10
ISBN : 9780470199084
Language : En, Es, Fr & De

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Book Description :

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.

ECAI 2020

ECAI 2020 Book
Author : G. De Giacomo,A. Catala,B. Dilkina
Publisher : IOS Press
Release : 2020-09-11
ISBN : 164368101X
Language : En, Es, Fr & De

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Book Description :

This book presents the proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020), held in Santiago de Compostela, Spain, from 29 August to 8 September 2020. The conference was postponed from June, and much of it conducted online due to the COVID-19 restrictions. The conference is one of the principal occasions for researchers and practitioners of AI to meet and discuss the latest trends and challenges in all fields of AI and to demonstrate innovative applications and uses of advanced AI technology. The book also includes the proceedings of the 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020) held at the same time. A record number of more than 1,700 submissions was received for ECAI 2020, of which 1,443 were reviewed. Of these, 361 full-papers and 36 highlight papers were accepted (an acceptance rate of 25% for full-papers and 45% for highlight papers). The book is divided into three sections: ECAI full papers; ECAI highlight papers; and PAIS papers. The topics of these papers cover all aspects of AI, including Agent-based and Multi-agent Systems; Computational Intelligence; Constraints and Satisfiability; Games and Virtual Environments; Heuristic Search; Human Aspects in AI; Information Retrieval and Filtering; Knowledge Representation and Reasoning; Machine Learning; Multidisciplinary Topics and Applications; Natural Language Processing; Planning and Scheduling; Robotics; Safe, Explainable, and Trustworthy AI; Semantic Technologies; Uncertainty in AI; and Vision. The book will be of interest to all those whose work involves the use of AI technology.

Computational Intelligence in Medical Informatics

Computational Intelligence in Medical Informatics Book
Author : Naresh Babu Muppalaneni,Vinit Kumar Gunjan
Publisher : Springer
Release : 2014-11-06
ISBN : 9812872604
Language : En, Es, Fr & De

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Book Description :

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.

Cumulated Index Medicus

Cumulated Index Medicus Book
Author : Anonim
Publisher : Unknown
Release : 1989
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Cumulated Index Medicus book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Biomedical research technology resources 1987 7th rev ed

Biomedical research technology resources  1987  7th rev  ed Book
Author : Anonim
Publisher : Unknown
Release : 1985
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Biomedical research technology resources 1987 7th rev ed book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Biological and Artificial Intelligence Systems

Biological and Artificial Intelligence Systems Book
Author : E. Clementi,S. Chin
Publisher : Springer
Release : 1988-09-30
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Any study on the historical evolution of nations and countries points out the decisive importance of productivity trends. We are all very familiar with the main evolution which started with a hunting society at the dawn of civilization, then moved to an agricultural society, and quickly to craftsmanship and com merce. The beginning of the industrial society dates back to the end of the eighteenth century in England, with the introduction of the assembly line in the textile and smelting industries. However, in the last few decades, we are becoming more and more acutely aware of the paramount importance of the production of "information". Indeed, according to a few economists today, we should be classified as living in an information society which has superseded the industrial society. At this point it simply becomes necessary to talk about the computer informa tion industry, which is more and more pervading our lives, from the personal computer, to the workstation, to information networks and electronic mail, to the blueprint executed by robots, to the supercomputer necessary in any major scientific and engineering task. The computer has already brought about a momentous change in the production line - less and less man-size, more and more robot-size. But this rush to tech nical innovation has not stopped at this point. Artificial intelligence and expert systems are becoming a more and more important factor for production by many enterprises and activities.

Neural Networks and Artificial Intelligence for Biomedical Engineering

Neural Networks and Artificial Intelligence for Biomedical Engineering Book
Author : Donna L. Hudson,Maurice E. Cohen,IEEE Engineering in Medicine and Biology Society (Etats-Unis).
Publisher : Wiley-IEEE Press
Release : 2000
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Biomedical/Electrical Engineering Neural Networks and Artificial Intelligence for Biomedical Engineering Using examples drawn from biomedicine and biomedical engineering, this reference text provides comprehensive coverage of all the major techniques currently available to build computer-assisted decision support systems. You will find practical solutions for biomedicine based on current theory and applications of neural networks, artificial intelligence, and other methods for the development of decision-making aids, including hybrid systems. Neural Networks and Artificial Intelligence for Biomedical Engineering offers students and scientists of biomedical engineering, biomedical informatics, and medical artificial intelligence a deeper understanding of the powerful techniques currently used with a wide range of biomedical applications. Highlighted topics include: Types of neural networks and neural network algorithms Knowledge-based representation and acquisition Reasoning methodologies and searching strategies Chaotic analysis of biomedical time series Genetic algorithms Probability-based systems and fuzzy systems Case study and MATLABĀ® exercises Evaluation and validation of decision support aids

Medicinal Chemistry for the 21st Century

Medicinal Chemistry for the 21st Century Book
Author : C. G. Wermuth,N. Koga,International Union of Pure and Applied Chemistry
Publisher : Wiley-Blackwell
Release : 1992
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Medicinal Chemistry for the 21st Century book written by C. G. Wermuth,N. Koga,International Union of Pure and Applied Chemistry, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Proceedings

Proceedings Book
Author : Thomas Lengauer
Publisher : Amer Assn for Artificial
Release : 1999
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Proceedings book written by Thomas Lengauer, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Artificial Intelligence and Molecular Biology

Artificial Intelligence and Molecular Biology Book
Author : Lawrence Hunter
Publisher : Aaai Press
Release : 1993
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

These original contributions provide a current sampling of AI approaches to problems of biological significance; they are the first to treat the computational needs of the biology community hand-in-hand with appropriate advances in artificial intelligence. The enormous amount of data generated by the Human Genome Project and other large-scale biological research has created a rich and challenging domain for research in artificial intelligence. These original contributions provide a current sampling of AI approaches to problems of biological significance; they are the first to treat the computational needs of the biology community hand-in-hand with appropriate advances in artificial intelligence. Focusing on novel technologies and approaches, rather than on proven applications, they cover genetic sequence analysis, protein structure representation and prediction, automated data analysis aids, and simulation of biological systems. A brief introductory primer on molecular biology and Al gives computer scientists sufficient background to understand much of the biology discussed in the book. Lawrence Hunter is Director of the Machine Learning Project at the National Library of Medicine, National Institutes of Health.

The British National Bibliography

The British National Bibliography Book
Author : Arthur James Wells
Publisher : Unknown
Release : 2007
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download The British National Bibliography book written by Arthur James Wells, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

GMD Research Series

GMD Research Series Book
Author : Christian Lemmen
Publisher : Unknown
Release : 1999
ISBN : 9783884573501
Language : En, Es, Fr & De

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Book Description :

Download GMD Research Series book written by Christian Lemmen, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Dissertation Abstracts International

Dissertation Abstracts International Book
Author : Anonim
Publisher : Unknown
Release : 2003
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Dissertation Abstracts International book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Fourteenth International Congress Perth Australia 12 20 August 1987

Fourteenth International Congress  Perth Australia  12 20 August 1987 Book
Author : International Union of Crystallography. International Congress
Publisher : Unknown
Release : 1987
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Fourteenth International Congress Perth Australia 12 20 August 1987 book written by International Union of Crystallography. International Congress, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Proceedings

Proceedings Book
Author : Israel) Israel Symposium on the Theory of Computing and Systems (2nd : 1993 : Netanyah
Publisher : IEEE Computer Society
Release : 1993
ISBN : 9780818636301
Language : En, Es, Fr & De

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Book Description :

Download Proceedings book written by Israel) Israel Symposium on the Theory of Computing and Systems (2nd : 1993 : Netanyah, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Encyclopedia of Medical Organizations and Agencies

Encyclopedia of Medical Organizations and Agencies Book
Author : Backus,Karen Boyden
Publisher : Gale Cengage
Release : 1993-12
ISBN : 9780810382008
Language : En, Es, Fr & De

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Book Description :

Download Encyclopedia of Medical Organizations and Agencies book written by Backus,Karen Boyden, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

KARMA a Knowledge based System for Receptor Mapping

KARMA  a Knowledge based System for Receptor Mapping Book
Author : Teri Ellen Klein
Publisher : Unknown
Release : 1987
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download KARMA a Knowledge based System for Receptor Mapping book written by Teri Ellen Klein, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.