Computational Biology And Bioinformatics

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Computational Biology and Bioinformatics

Ka-Chun Wong
Computational Biology and Bioinformatics Book PDF

Author : Ka-Chun Wong
Publisher : CRC Press
Page : 425 pages
File Size : 55,8 Mb
Release : 2016-04-27
Category : Science
ISBN : 9781498725002

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Computational Biology and Bioinformatics by Ka-Chun Wong Pdf

The advances in biotechnology such as the next generation sequencing technologies are occurring at breathtaking speed. Advances and breakthroughs give competitive advantages to those who are prepared. However, the driving force behind the positive competition is not only limited to the technological advancement, but also to the companion data analytical skills and computational methods which are collectively called computational biology and bioinformatics. Without them, the biotechnology-output data by itself is raw and perhaps meaningless. To raise such awareness, we have collected the state-of-the-art research works in computational biology and bioinformatics with a thematic focus on gene regulation in this book. This book is designed to be self-contained and comprehensive, targeting senior undergraduates and junior graduate students in the related disciplines such as bioinformatics, computational biology, biostatistics, genome science, computer science, applied data mining, applied machine learning, life science, biomedical science, and genetics. In addition, we believe that this book will serve as a useful reference for both bioinformaticians and computational biologists in the post-genomic era.

Bioinformatics and Computational Biology

Basant K. Tiwary
Bioinformatics and Computational Biology Book PDF

Author : Basant K. Tiwary
Publisher : Springer Nature
Page : 239 pages
File Size : 47,8 Mb
Release : 2021-11-23
Category : Medical
ISBN : 9789811642418

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Bioinformatics and Computational Biology by Basant K. Tiwary Pdf

This textbook introduces fundamental concepts of bioinformatics and computational biology to the students and researchers in biology, medicine, veterinary science, agriculture, and bioengineering . The respective chapters provide detailed information on biological databases, sequence alignment, molecular evolution, next-generation sequencing, systems biology, and statistical computing using R. The book also presents a case-based discussion on clinical, veterinary, agricultural bioinformatics, and computational bioengineering for application-based learning in the respective fields. Further, it offers readers guidance on reconstructing and analysing biological networks and highlights computational methods used in systems medicine and genome-wide association mapping of diseases. Given its scope, this textbook offers an essential introductory book on bioinformatics and computational biology for undergraduate and graduate students in the life sciences, botany, zoology, physiology, biotechnology, bioinformatics, and genomic science as well as systems biology, bioengineering and the agricultural, and veterinary sciences.

Encyclopedia of Bioinformatics and Computational Biology

Anonim
Encyclopedia of Bioinformatics and Computational Biology Book PDF

Author : Anonim
Publisher : Elsevier
Page : 3421 pages
File Size : 53,6 Mb
Release : 2018-08-21
Category : Medical
ISBN : 9780128114322

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Encyclopedia of Bioinformatics and Computational Biology by Anonim Pdf

Encyclopedia of Bioinformatics and Computational Biology: ABC of Bioinformatics, Three Volume Set combines elements of computer science, information technology, mathematics, statistics and biotechnology, providing the methodology and in silico solutions to mine biological data and processes. The book covers Theory, Topics and Applications, with a special focus on Integrative –omics and Systems Biology. The theoretical, methodological underpinnings of BCB, including phylogeny are covered, as are more current areas of focus, such as translational bioinformatics, cheminformatics, and environmental informatics. Finally, Applications provide guidance for commonly asked questions. This major reference work spans basic and cutting-edge methodologies authored by leaders in the field, providing an invaluable resource for students, scientists, professionals in research institutes, and a broad swath of researchers in biotechnology and the biomedical and pharmaceutical industries. Brings together information from computer science, information technology, mathematics, statistics and biotechnology Written and reviewed by leading experts in the field, providing a unique and authoritative resource Focuses on the main theoretical and methodological concepts before expanding on specific topics and applications Includes interactive images, multimedia tools and crosslinking to further resources and databases

Emerging Trends in Computational Biology, Bioinformatics, and Systems Biology

Hamid R Arabnia,Quoc Nam Tran
Emerging Trends in Computational Biology Bioinformatics and Systems Biology Book PDF

Author : Hamid R Arabnia,Quoc Nam Tran
Publisher : Morgan Kaufmann
Page : 670 pages
File Size : 54,6 Mb
Release : 2015-08-11
Category : Computers
ISBN : 9780128026465

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Emerging Trends in Computational Biology, Bioinformatics, and Systems Biology by Hamid R Arabnia,Quoc Nam Tran Pdf

Emerging Trends in Computational Biology, Bioinformatics, and Systems Biology discusses the latest developments in all aspects of computational biology, bioinformatics, and systems biology and the application of data-analytics and algorithms, mathematical modeling, and simu- lation techniques. • Discusses the development and application of data-analytical and theoretical methods, mathematical modeling, and computational simulation techniques to the study of biological and behavioral systems, including applications in cancer research, computational intelligence and drug design, high-performance computing, and biology, as well as cloud and grid computing for the storage and access of big data sets. • Presents a systematic approach for storing, retrieving, organizing, and analyzing biological data using software tools with applications to general principles of DNA/RNA structure, bioinformatics and applications, genomes, protein structure, and modeling and classification, as well as microarray analysis. • Provides a systems biology perspective, including general guidelines and techniques for obtaining, integrating, and analyzing complex data sets from multiple experimental sources using computational tools and software. Topics covered include phenomics, genomics, epigenomics/epigenetics, metabolomics, cell cycle and checkpoint control, and systems biology and vaccination research. • Explains how to effectively harness the power of Big Data tools when data sets are so large and complex that it is difficult to process them using conventional database management systems or traditional data processing applications. Discusses the development and application of data-analytical and theoretical methods, mathematical modeling and computational simulation techniques to the study of biological and behavioral systems. Presents a systematic approach for storing, retrieving, organizing and analyzing biological data using software tools with applications. Provides a systems biology perspective including general guidelines and techniques for obtaining, integrating and analyzing complex data sets from multiple experimental sources using computational tools and software.

Practical Applications of Computational Biology & Bioinformatics, 14th International Conference (PACBB 2020)

Gabriella Panuccio,Miguel Rocha,Florentino Fdez-Riverola,Mohd Saberi Mohamad,Roberto Casado-Vara
Practical Applications of Computational Biology Bioinformatics 14th International Conference PACBB 2020 Book PDF

Author : Gabriella Panuccio,Miguel Rocha,Florentino Fdez-Riverola,Mohd Saberi Mohamad,Roberto Casado-Vara
Publisher : Springer
Page : 216 pages
File Size : 51,7 Mb
Release : 2021-07-24
Category : Technology & Engineering
ISBN : 3030545709

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Practical Applications of Computational Biology & Bioinformatics, 14th International Conference (PACBB 2020) by Gabriella Panuccio,Miguel Rocha,Florentino Fdez-Riverola,Mohd Saberi Mohamad,Roberto Casado-Vara Pdf

This book highlights the latest research on practical applications of computational biology and bioinformatics, and addresses emerging experimental and sequencing techniques that are posing new challenges for bioinformatics and computational biology. Successfully applying these techniques calls for new algorithms and approaches from fields such as statistics, data mining, machine learning, optimization, computer science, and artificial intelligence. In response to these challenges, we have seen the rise of a new generation of interdisciplinary scientists with a strong background in the biological and computational sciences.These proceedings include 21 papers covering many different subfields of bioinformatics and computational biology. Focusing on interdisciplinary applications that combine e.g. bioinformatics, chemoinformatics, and system biology, they are intended to promote the collaboration of scientists from different research groups and with different backgrounds (computer scientists, mathematicians, biologists) to reach breakthrough solutions and overcome the challenges outlined above.

Bioinformatics and Computational Biology Solutions Using R and Bioconductor

Robert Gentleman,Vincent Carey,Wolfgang Huber,Rafael Irizarry,Sandrine Dudoit
Bioinformatics and Computational Biology Solutions Using R and Bioconductor Book PDF

Author : Robert Gentleman,Vincent Carey,Wolfgang Huber,Rafael Irizarry,Sandrine Dudoit
Publisher : Springer Science & Business Media
Page : 478 pages
File Size : 53,7 Mb
Release : 2005-12-29
Category : Computers
ISBN : 9780387293622

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Bioinformatics and Computational Biology Solutions Using R and Bioconductor by Robert Gentleman,Vincent Carey,Wolfgang Huber,Rafael Irizarry,Sandrine Dudoit Pdf

Full four-color book. Some of the editors created the Bioconductor project and Robert Gentleman is one of the two originators of R. All methods are illustrated with publicly available data, and a major section of the book is devoted to fully worked case studies. Code underlying all of the computations that are shown is made available on a companion website, and readers can reproduce every number, figure, and table on their own computers.

Practical Applications of Computational Biology and Bioinformatics, 13th International Conference

Florentino Fdez-Riverola,Miguel Rocha,Mohd Saberi Mohamad,Nazar Zaki,José A. Castellanos-Garzón
Practical Applications of Computational Biology and Bioinformatics 13th International Conference Book PDF

Author : Florentino Fdez-Riverola,Miguel Rocha,Mohd Saberi Mohamad,Nazar Zaki,José A. Castellanos-Garzón
Publisher : Springer
Page : 184 pages
File Size : 53,6 Mb
Release : 2019-06-21
Category : Technology & Engineering
ISBN : 9783030238735

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Practical Applications of Computational Biology and Bioinformatics, 13th International Conference by Florentino Fdez-Riverola,Miguel Rocha,Mohd Saberi Mohamad,Nazar Zaki,José A. Castellanos-Garzón Pdf

This book features 21 papers spanning many different sub-fields in bioinformatics and computational biology, presenting the latest research on the practical applications to promote fruitful interactions between young researchers in different areas related to the field. Next-generation sequencing technologies, together with other emerging and diverse experimental techniques, are evolving rapidly, creating numerous types of omics data. These, in turn, are creating new challenges for the expanding fields of bioinformatics and computational biology, which seek to analyse, process, integrate and extract meaningful knowledge from such data. This calls for new algorithms and approaches from fields such as databases, statistics, data mining, machine learning, optimization, computer science, machine learning and artificial intelligence. Clearly, biology is increasingly becoming a science of information, requiring tools from the computational sciences. To address these challenges, we have seen the emergence of a new generation of interdisciplinary scientists with a strong background in the biological and computational sciences. In this context, the interaction of researchers from different scientific areas is, more than ever, vital to boost the research efforts in the field and contribute to the training of the new generation of interdisciplinary scientists.

Bioinformatics and Computational Biology

Hamid R. Arabnia,Fernando G. Tinetti,Quoc-Nam Tran
Bioinformatics and Computational Biology Book PDF

Author : Hamid R. Arabnia,Fernando G. Tinetti,Quoc-Nam Tran
Publisher : 2019 Worldcomp Internation
Page : 0 pages
File Size : 44,8 Mb
Release : 2020-03-13
Category : Computers
ISBN : 1601324928

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Bioinformatics and Computational Biology by Hamid R. Arabnia,Fernando G. Tinetti,Quoc-Nam Tran Pdf

Proceedings of the 2019 International Conference on Bioinformatics & Computational Biology (BIOCOMP'19) held July 29th - August 1st, 2019 in Las Vegas, Nevada.

Fundamentals of Bioinformatics and Computational Biology

Gautam B. Singh
Fundamentals of Bioinformatics and Computational Biology Book PDF

Author : Gautam B. Singh
Publisher : Springer
Page : 339 pages
File Size : 54,9 Mb
Release : 2014-09-24
Category : Technology & Engineering
ISBN : 9783319114033

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Fundamentals of Bioinformatics and Computational Biology by Gautam B. Singh Pdf

This book offers comprehensive coverage of all the core topics of bioinformatics, and includes practical examples completed using the MATLAB bioinformatics toolboxTM. It is primarily intended as a textbook for engineering and computer science students attending advanced undergraduate and graduate courses in bioinformatics and computational biology. The book develops bioinformatics concepts from the ground up, starting with an introductory chapter on molecular biology and genetics. This chapter will enable physical science students to fully understand and appreciate the ultimate goals of applying the principles of information technology to challenges in biological data management, sequence analysis, and systems biology. The first part of the book also includes a survey of existing biological databases, tools that have become essential in today’s biotechnology research. The second part of the book covers methodologies for retrieving biological information, including fundamental algorithms for sequence comparison, scoring, and determining evolutionary distance. The main focus of the third part is on modeling biological sequences and patterns as Markov chains. It presents key principles for analyzing and searching for sequences of significant motifs and biomarkers. The last part of the book, dedicated to systems biology, covers phylogenetic analysis and evolutionary tree computations, as well as gene expression analysis with microarrays. In brief, the book offers the ideal hands-on reference guide to the field of bioinformatics and computational biology.

Systems Biology and Bioinformatics

Kayvan Najarian,Siamak Najarian,Shahriar Gharibzadeh,Christopher N. Eichelberger
Systems Biology and Bioinformatics Book PDF

Author : Kayvan Najarian,Siamak Najarian,Shahriar Gharibzadeh,Christopher N. Eichelberger
Publisher : CRC Press
Page : 190 pages
File Size : 46,9 Mb
Release : 2009-04-13
Category : Medical
ISBN : 9781439882948

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Systems Biology and Bioinformatics by Kayvan Najarian,Siamak Najarian,Shahriar Gharibzadeh,Christopher N. Eichelberger Pdf

The availability of molecular imaging and measurement systems enables today's biologists to swiftly monitor thousands of genes involved in a host of diseases, a critical factor in specialized drug development. Systems Biology and Bioinformatics: A Computational Approach provides students with a comprehensive collection of the computational methods

Bioinformatics for Systems Biology

Stephen Krawetz
Bioinformatics for Systems Biology Book PDF

Author : Stephen Krawetz
Publisher : Springer Science & Business Media
Page : 639 pages
File Size : 50,7 Mb
Release : 2008-12-11
Category : Science
ISBN : 9781597454407

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Bioinformatics for Systems Biology by Stephen Krawetz Pdf

Bioinformatics for Systems Biology bridges and unifies many disciplines. It presents the life scientist, computational biologist, and mathematician with a common framework. Only by linking the groups together may the true life sciences revolution move forward.

A Primer for Computational Biology

Shawn T. O'Neil
A Primer for Computational Biology Book PDF

Author : Shawn T. O'Neil
Publisher : Unknown
Page : 0 pages
File Size : 44,9 Mb
Release : 2017-12-21
Category : Science
ISBN : 0870719262

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A Primer for Computational Biology by Shawn T. O'Neil Pdf

A Primer for Computational Biology aims to provide life scientists and students the skills necessary for research in a data-rich world. The text covers accessing and using remote servers via the command-line, writing programs and pipelines for data analysis, and provides useful vocabulary for interdisciplinary work. The book is broken into three parts: Introduction to Unix/Linux: The command-line is the "natural environment" of scientific computing, and this part covers a wide range of topics, including logging in, working with files and directories, installing programs and writing scripts, and the powerful "pipe" operator for file and data manipulation. Programming in Python: Python is both a premier language for learning and a common choice in scientific software development. This part covers the basic concepts in programming (data types, if-statements and loops, functions) via examples of DNA-sequence analysis. This part also covers more complex subjects in software development such as objects and classes, modules, and APIs. Programming in R: The R language specializes in statistical data analysis, and is also quite useful for visualizing large datasets. This third part covers the basics of R as a programming language (data types, if-statements, functions, loops and when to use them) as well as techniques for large-scale, multi-test analyses. Other topics include S3 classes and data visualization with ggplot2.

Emerging Trends in Applications and Infrastructures for Computational Biology, Bioinformatics, and Systems Biology

Hamid R Arabnia,Quoc Nam Tran
Emerging Trends in Applications and Infrastructures for Computational Biology Bioinformatics and Systems Biology Book PDF

Author : Hamid R Arabnia,Quoc Nam Tran
Publisher : Morgan Kaufmann
Page : 592 pages
File Size : 53,5 Mb
Release : 2016-03-25
Category : Computers
ISBN : 9780128042595

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Emerging Trends in Applications and Infrastructures for Computational Biology, Bioinformatics, and Systems Biology by Hamid R Arabnia,Quoc Nam Tran Pdf

Emerging Trends in Applications and Infrastructures for Computational Biology, Bioinformatics, and Systems Biology: Systems and Applications covers the latest trends in the field with special emphasis on their applications. The first part covers the major areas of computational biology, development and application of data-analytical and theoretical methods, mathematical modeling, and computational simulation techniques for the study of biological and behavioral systems. The second part covers bioinformatics, an interdisciplinary field concerned with methods for storing, retrieving, organizing, and analyzing biological data. The book also explores the software tools used to generate useful biological knowledge. The third part, on systems biology, explores how to obtain, integrate, and analyze complex datasets from multiple experimental sources using interdisciplinary tools and techniques, with the final section focusing on big data and the collection of datasets so large and complex that it becomes difficult to process using conventional database management systems or traditional data processing applications. Explores all the latest advances in this fast-developing field from an applied perspective Provides the only coherent and comprehensive treatment of the subject available Covers the algorithm development, software design, and database applications that have been developed to foster research

Bioinformatics and Systems Biology

Frederick Marcus
Bioinformatics and Systems Biology Book PDF

Author : Frederick Marcus
Publisher : Springer Science & Business Media
Page : 296 pages
File Size : 52,6 Mb
Release : 2008-07-22
Category : Science
ISBN : 9783540783534

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Bioinformatics and Systems Biology by Frederick Marcus Pdf

Collaborative research in bioinformatics and systems biology is a key element of modern biology and health research. This book highlights and provides access to many of the methods, environments, results and resources involved, including integral laboratory data generation and experimentation and clinical activities. Collaborative projects embody a research paradigm that connects many of the top scientists, institutions, their resources and research worldwide, resulting in first-class contributions to bioinformatics and systems biology. Central themes include describing processes and results in collaborative research projects using computational biology and providing a guide for researchers to access them. The book is also a practical guide on how science is managed. It shows how collaborative researchers are putting results together in a way accessible to the entire biomedical community.

Practical Applications of Computational Biology and Bioinformatics, 12th International Conference

Florentino Fdez-Riverola,Mohd Saberi Mohamad,Miguel Rocha,Juan F. De Paz,Pascual González
Practical Applications of Computational Biology and Bioinformatics 12th International Conference Book PDF

Author : Florentino Fdez-Riverola,Mohd Saberi Mohamad,Miguel Rocha,Juan F. De Paz,Pascual González
Publisher : Springer
Page : 226 pages
File Size : 44,7 Mb
Release : 2018-08-16
Category : Technology & Engineering
ISBN : 9783319987026

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Practical Applications of Computational Biology and Bioinformatics, 12th International Conference by Florentino Fdez-Riverola,Mohd Saberi Mohamad,Miguel Rocha,Juan F. De Paz,Pascual González Pdf

This book introduces the latest international research in the fields of bioinformatics and computational biology. It includes various studies in the area of machine learning in bioinformatics, systems biology, omics data analysis and mining, biomedical applications and sequences, which were selected by an international committee and presented at the 12th International Conference on Practical Applications of Computational Biology & Bioinformatics held in Toledo in June 2018.