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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 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.

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.

Computational Intelligence Methods for Bioinformatics and Biostatistics

Computational Intelligence Methods for Bioinformatics and Biostatistics Book
Author : Enrico Formenti,Roberto Tagliaferri,Ernst Wit
Publisher : Springer
Release : 2014-07-15
ISBN : 3319090429
Language : En, Es, Fr & De

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Book Description :

This book constitutes the thoroughly refereed post-conference proceedings of the 10th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2013, held in Nice, France in June 2013. The 19 revised full papers presented were carefully reviewed and selected from 35 submissions. The papers are organized in topical sections on bioinformatics, biostatistics, knowledge based medicine, and data integration and analysis in omic-science.

Computational Intelligence Methods for Bioinformatics and Biostatistics

Computational Intelligence Methods for Bioinformatics and Biostatistics Book
Author : Maria Raposo,Paulo Ribeiro,Susana Sério,Antonino Staiano,Angelo Ciaramella
Publisher : Springer Nature
Release : 2020-01-22
ISBN : 3030345858
Language : En, Es, Fr & De

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Book Description :

This book constitutes the thoroughly refereed post-conference proceedings of the 15th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics., CIBB 2018, held in Caparica, Portugal, in September 2018. The 32 revised full papers were carefully reviewed and selected from 51 submissions. The papers present current trends at the edge of computer and life sciences, the application of computational intelligence to a system and synthetic biology and the consequent impact on innovative medicine were presented. Theoretical and experimental biologists also presented novel challenges and fostered multidisciplinary collaboration aiming to blend theory and practice, where the founding theories of the techniques used for modelling and analyzing biological systems are investigated and used for practical applications and the supporting technologies.

Medical Applications of Artificial Intelligence

Medical Applications of Artificial Intelligence Book
Author : Arvin Agah
Publisher : CRC Press
Release : 2013-11-06
ISBN : 143988434X
Language : En, Es, Fr & De

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Book Description :

Enhanced, more reliable, and better understood than in the past, artificial intelligence (AI) systems can make providing healthcare more accurate, affordable, accessible, consistent, and efficient. However, AI technologies have not been as well integrated into medicine as predicted. In order to succeed, medical and computational scientists must develop hybrid systems that can effectively and efficiently integrate the experience of medical care professionals with capabilities of AI systems. After providing a general overview of artificial intelligence concepts, tools, and techniques, Medical Applications of Artificial Intelligence reviews the research, focusing on state-of-the-art projects in the field. The book captures the breadth and depth of the medical applications of artificial intelligence, exploring new developments and persistent challenges.

Proceedings of International Joint Conference on Computational Intelligence

Proceedings of International Joint Conference on Computational Intelligence Book
Author : Mohammad Shorif Uddin,Jagdish Chand Bansal
Publisher : Springer Nature
Release : 2020-05-22
ISBN : 9811536074
Language : En, Es, Fr & De

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Book Description :

This book gathers outstanding research papers presented at the International Joint Conference on Computational Intelligence (IJCCI 2019), held at the University of Liberal Arts Bangladesh (ULAB), Dhaka, on 25–26 October 2019 and jointly organized by the University of Liberal Arts Bangladesh (ULAB), Bangladesh; Jahangirnagar University (JU), Bangladesh; and South Asian University (SAU), India. These proceedings present novel contributions in the areas of computational intelligence, and offer valuable reference material for advanced research. The topics covered include collective intelligence, soft computing, optimization, cloud computing, machine learning, intelligent software, robotics, data science, data security, big data analytics, and signal and natural language processing.

Artificial Intelligence Concepts Methodologies Tools and Applications

Artificial Intelligence  Concepts  Methodologies  Tools  and Applications Book
Author : Management Association, Information Resources
Publisher : IGI Global
Release : 2016-12-12
ISBN : 152251760X
Language : En, Es, Fr & De

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Book Description :

Ongoing advancements in modern technology have led to significant developments in artificial intelligence. With the numerous applications available, it becomes imperative to conduct research and make further progress in this field. Artificial Intelligence: Concepts, Methodologies, Tools, and Applications provides a comprehensive overview of the latest breakthroughs and recent progress in artificial intelligence. Highlighting relevant technologies, uses, and techniques across various industries and settings, this publication is a pivotal reference source for researchers, professionals, academics, upper-level students, and practitioners interested in emerging perspectives in the field of artificial intelligence.

Protein Ligand Interactions

Protein Ligand Interactions Book
Author : Hans-Joachim Böhm,Gisbert Schneider
Publisher : Wiley-VCH
Release : 2006-03-06
ISBN : 3527605517
Language : En, Es, Fr & De

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Book Description :

The lock-and-key principle formulated by Emil Fischer as early as the end of the 19th century has still not lost any of its significance for the life sciences. The basic aspects of ligand-protein interaction may be summarized under the term 'molecular recognition' and concern the specificity as well as stability of ligand binding. Molecular recognition is thus a central topic in the development of active substances, since stability and specificity determine whether a substance can be used as a drug. Nowadays, computer-aided prediction and intelligent molecular design make a large contribution to the constant search for, e. g., improved enzyme inhibitors, and new concepts such as that of pharmacophores are being developed. An up-to-date presentation of an eternally young topic, this book is an indispensable information source for chemists, biochemists and pharmacologists dealing with the binding of ligands to proteins.

Computational Intelligence Techniques for Combating COVID 19

Computational Intelligence Techniques for Combating COVID 19 Book
Author : Sandeep Kautish
Publisher : Springer Nature
Release : 2021-08-01
ISBN : 3030689360
Language : En, Es, Fr & De

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Book Description :

Download Computational Intelligence Techniques for Combating COVID 19 book written by Sandeep Kautish, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Recent Studies on Computational Intelligence

Recent Studies on Computational Intelligence Book
Author : Ashish Khanna
Publisher : Springer Nature
Release : 2021-08-01
ISBN : 9811584699
Language : En, Es, Fr & De

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Book Description :

Download Recent Studies on Computational Intelligence book written by Ashish Khanna, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Computational Intelligence for Pattern Recognition

Computational Intelligence for Pattern Recognition Book
Author : Witold Pedrycz,Shyi-Ming Chen
Publisher : Springer
Release : 2018-04-30
ISBN : 3319896296
Language : En, Es, Fr & De

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Book Description :

The book presents a comprehensive and up-to-date review of fuzzy pattern recognition. It carefully discusses a range of methodological and algorithmic issues, as well as implementations and case studies, and identifies the best design practices, assesses business models and practices of pattern recognition in real-world applications in industry, health care, administration, and business. Since the inception of fuzzy sets, fuzzy pattern recognition with its methodology, algorithms, and applications, has offered new insights into the principles and practice of pattern classification. Computational intelligence (CI) establishes a comprehensive framework aimed at fostering the paradigm of pattern recognition. The collection of contributions included in this book offers a representative overview of the advances in the area, with timely, in-depth and comprehensive material on the conceptually appealing and practically sound methodology and practices of CI-based pattern recognition.

Artificial Intelligence in Healthcare

Artificial Intelligence in Healthcare Book
Author : Adam Bohr,Kaveh Memarzadeh
Publisher : Academic Press
Release : 2020-06-21
ISBN : 0128184396
Language : En, Es, Fr & De

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Book Description :

Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. Highlights different data techniques in healthcare data analysis, including machine learning and data mining Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks Includes applications and case studies across all areas of AI in healthcare data

Computational Intelligence Methods for Bioinformatics and Biostatistics

Computational Intelligence Methods for Bioinformatics and Biostatistics Book
Author : Claudia Angelini,Paola MV Rancoita,Stefano Rovetta
Publisher : Springer
Release : 2016-07-30
ISBN : 3319443321
Language : En, Es, Fr & De

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Book Description :

This book constitutes the thoroughly refereed post-conference proceedings of the 12th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2015, held in Naples, Italy, in September, 2015. The 21 revised full papers presented were carefully reviewed and selected from 24 submissions. They present problems concerning computational techniques in bioinformatics, systems biology and medical informatics discussing cutting edge methodologies and accelerate life science discoveries, as well as novel challenges with an high impact on molecular biology and translational medicine.

Peptide and Protein Drug Analysis

Peptide and Protein Drug Analysis Book
Author : Ronald Reid
Publisher : CRC Press
Release : 1999-11-12
ISBN : 9781420001334
Language : En, Es, Fr & De

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Book Description :

Furthering efforts to simulate the potency and specificity exhibited by peptides and proteins in healthy cells, this remarkable reference supplies pharmaceutical scientists with a wealth of techniques for tapping the enormous therapeutic potential of these molecules-providing a solid basis of knowledge for new drug design. Provides a broad, comprehensive overview of peptides and proteins as mediators of cell movement, proliferation, differentiation, and communication. Written by more than 50 leading international authorities, Peptides and Protein Drug Analysis discusses strategies for dealing with the complexity of peptides and proteins in conformational flexibility and amino acid sequence variability analyzes drug formulations facilitated by solid-phase peptide synthesis and recombinant DNA technology examines chemical purity analysis by high-pressure chromatographic, capillary electrophoretic, gel electrophoretic, and isoelectric focusing methods highlights drug design elements derived from protein folding, bioinformatics, and computational chemistry demonstrates uses of unnatural mutagenesis and combinatorial chemistry explores mass spectrometry, protein sequence, and carbohydrate analysis illustrates bioassays and other new functional analysis methods surveys spectroscopic techniques such as ultraviolet, fluorescence, Fourier transform infrared, and nuclear magnetic resonance (NMR) addresses ways of distinguishing between levels of therapeutic and endogenous agents in cells reviews structural analysis tools such as ultracentrifugation and light, X-ray, and neutron scattering and more! Featuring over 3400 bibliographic citations and more than 500 tables, equations, and illustrations, Peptide and Protein Drug Analysis is a must-read resource for pharmacists; pharmacologists; analytical, organic, and pharmaceutical chemists; cell and molecular biologists; biochemists; and upper-level undergraduate and graduate students in these disciplines.

Computational Intelligence Methods for Bioinformatics and Biostatistics

Computational Intelligence Methods for Bioinformatics and Biostatistics Book
Author : Clelia DI Serio,Pietro Liò,Alessandro Nonis,Roberto Tagliaferri
Publisher : Springer
Release : 2015-09-25
ISBN : 3319244620
Language : En, Es, Fr & De

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Book Description :

This book constitutes the thoroughly refereed post-conference proceedings of the 11th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2014, held in Cambridge, UK, in June 2014. The 25 revised full papers presented were carefully reviewed and selected from 44 submissions. The papers focus problems concerning computational techniques in bioinformatics, systems biology, medical informatics and biostatistics.

Protein Interactions Computational Methods Analysis And Applications

Protein Interactions  Computational Methods  Analysis And Applications Book
Author : Gromiha M Michael
Publisher : World Scientific
Release : 2020-03-05
ISBN : 9811211884
Language : En, Es, Fr & De

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Book Description :

Download Protein Interactions Computational Methods Analysis And Applications book written by Gromiha M Michael, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Artificial Intelligence in Drug Discovery

Artificial Intelligence in Drug Discovery Book
Author : Nathan Brown
Publisher : Royal Society of Chemistry
Release : 2020-11-12
ISBN : 1788015479
Language : En, Es, Fr & De

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Book Description :

Artificial Intelligence in Drug Discovery aims to introduce the reader to AI and machine learning tools and techniques, and to outline specific challenges including designing new molecular structures, synthesis planning and simulation.