Pattern Discovery In Bioinformatics
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Pattern Discovery In Bioinformatics
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Author : Laxmi Parida
language : en
Publisher: CRC Press
Release Date : 2007-07-04
Pattern Discovery In Bioinformatics written by Laxmi Parida and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-07-04 with Computers categories.
The computational methods of bioinformatics are being used more and more to process the large volume of current biological data. Promoting an understanding of the underlying biology that produces this data, Pattern Discovery in Bioinformatics: Theory and Algorithms provides the tools to study regularities in biological data. Taking a systema
Discriminative Pattern Discovery On Biological Networks
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Author : Fabio Fassetti
language : en
Publisher: Springer
Release Date : 2017-09-01
Discriminative Pattern Discovery On Biological Networks written by Fabio Fassetti and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-01 with Computers categories.
This work provides a review of biological networks as a model for analysis, presenting and discussing a number of illuminating analyses. Biological networks are an effective model for providing insights about biological mechanisms. Networks with different characteristics are employed for representing different scenarios. This powerful model allows analysts to perform many kinds of analyses which can be mined to provide interesting information about underlying biological behaviors. The text also covers techniques for discovering exceptional patterns, such as a pattern accounting for local similarities and also collaborative effects involving interactions between multiple actors (for example genes). Among these exceptional patterns, of particular interest are discriminative patterns, namely those which are able to discriminate between two input populations (for example healthy/unhealthy samples). In addition, the work includes a discussion on the most recent proposal on discovering discriminative patterns, in which there is a labeled network for each sample, resulting in a database of networks representing a sample set. This enables the analyst to achieve a much finer analysis than with traditional techniques, which are only able to consider an aggregated network of each population.
Pattern Discovery In Biomolecular Data
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Author : Jason T. L. Wang
language : en
Publisher: Oxford University Press
Release Date : 1999-10-28
Pattern Discovery In Biomolecular Data written by Jason T. L. Wang and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999-10-28 with Science categories.
Finding patterns in biomolecular data, particularly in DNA and RNA, is at the center of modern biological research. These data are complex and growing rapidly, so the search for patterns requires increasingly sophisticated computer methods. Pattern Discovery in Biomolecular Data provides a clear, up-to-date summary of the principal techniques. Each chapter is self-contained, and the techniques are drawn from many fields, including graph theory, information theory, statistics, genetic algorithms, computer visualization, and vision. Since pattern searches often benefit from multiple approaches, the book presents methods in their purest form so that readers can best choose the method or combination that fits their needs. The chapters focus on finding patterns in DNA, RNA, and protein sequences, finding patterns in 2D and 3D structures, and choosing system components. This volume will be invaluable for all workers in genomics and genetic analysis, and others whose research requires biocomputing.
Biological Pattern Discovery With R Machine Learning Approaches
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Author : Zheng Rong Yang
language : en
Publisher: World Scientific
Release Date : 2021-09-17
Biological Pattern Discovery With R Machine Learning Approaches written by Zheng Rong Yang and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-17 with Science categories.
This book provides the research directions for new or junior researchers who are going to use machine learning approaches for biological pattern discovery. The book was written based on the research experience of the author's several research projects in collaboration with biologists worldwide. The chapters are organised to address individual biological pattern discovery problems. For each subject, the research methodologies and the machine learning algorithms which can be employed are introduced and compared. Importantly, each chapter was written with the aim to help the readers to transfer their knowledge in theory to practical implementation smoothly. Therefore, the R programming environment was used for each subject in the chapters. The author hopes that this book can inspire new or junior researchers' interest in biological pattern discovery using machine learning algorithms.
Advances In Genomic Sequence Analysis And Pattern Discovery
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Author : Laura Elnitski
language : en
Publisher: World Scientific
Release Date : 2011
Advances In Genomic Sequence Analysis And Pattern Discovery written by Laura Elnitski and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Science categories.
Mapping the genomic landscapes is one of the most exciting frontiers of science. We have the opportunity to reverse engineer the blueprints and the control systems of living organisms. Computational tools are key enablers in the deciphering process. This book provides an in-depth presentation of some of the important computational biology approaches to genomic sequence analysis. The first section of the book discusses methods for discovering patterns in DNA and RNA. This is followed by the second section that reflects on methods in various ways, including performance, usage and paradigms.
Pattern Discovery In Biology And Strings Sorting
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Author : Ezekiel Adebiyi
language : en
Publisher:
Release Date : 2002
Pattern Discovery In Biology And Strings Sorting written by Ezekiel Adebiyi and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Algorithms categories.
Biological Pattern Discovery With R
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Author : Yang Rong Zheng
language : en
Publisher:
Release Date : 2021
Biological Pattern Discovery With R written by Yang Rong Zheng and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with Biological systems categories.
Pattern Recognition In Bioinformatics
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Author : Jagath C. Rajapakse
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-08-10
Pattern Recognition In Bioinformatics written by Jagath C. Rajapakse and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-08-10 with Science categories.
This book constitutes the refereed proceedings of the International Workshop on Pattern Recognition in Bioinformatics, PRIB 2006, held in Hong Kong, within the scope of the 18th International Conference on Pattern Recognition, ICPR 2006. The book presents 19 revised full papers, covering all topics of the creation and maintenance of biological databases, and the discovery of knowledge from life sciences data. Includes an introduction to Pattern Recognition in Bioinformatics.
Pattern Discovery Using Sequence Data Mining
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Author : Pradeep Kumar
language : en
Publisher:
Release Date : 2011-07-01
Pattern Discovery Using Sequence Data Mining written by Pradeep Kumar and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-07-01 with Sequential pattern mining categories.
"This book provides a comprehensive view of sequence mining techniques, and present current research and case studies in Pattern Discovery in Sequential data authored by researchers and practitioners"--
Pattern Recognition In Bioinformatics
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Author : Jagath C.- Rajapakse
language : en
Publisher: Springer
Release Date : 2007-09-19
Pattern Recognition In Bioinformatics written by Jagath C.- Rajapakse and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-09-19 with Science categories.
This book constitutes the refereed proceedings of the International Workshop on Pattern Recognition in Bioinformatics, PRIB 2007, held in Singapore in October 2007. The 38 revised full papers presented were carefully reviewed and selected from 125 submissions. The papers discuss the applications of pattern recognition methods in the field of bioinformatics to solve problems in life sciences.