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Pattern Discovery in Biomolecular Data

Pattern Discovery in Biomolecular Data
Author: Jason T. L. Wang
Publisher: Oxford University Press
Total Pages: 272
Release: 1999-10-28
Genre: Science
ISBN: 0198028067

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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.


Pattern Discovery in Biomolecular Data

Pattern Discovery in Biomolecular Data
Author: Jason T. L. Wang
Publisher: Oxford University Press
Total Pages: 280
Release: 1999-10-28
Genre: Science
ISBN: 9780198028062

Download Pattern Discovery in Biomolecular Data Book in PDF, ePub and Kindle

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.


Advances In Genomic Sequence Analysis And Pattern Discovery

Advances In Genomic Sequence Analysis And Pattern Discovery
Author: Laura Elnitski
Publisher: World Scientific
Total Pages: 236
Release: 2011-01-19
Genre: Science
ISBN: 9814462640

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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 Recognition, Machine Intelligence and Biometrics

Pattern Recognition, Machine Intelligence and Biometrics
Author: Patrick S. P. Wang
Publisher: Springer Science & Business Media
Total Pages: 883
Release: 2012-02-13
Genre: Computers
ISBN: 3642224075

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"Pattern Recognition, Machine Intelligence and Biometrics" covers the most recent developments in Pattern Recognition and its applications, using artificial intelligence technologies within an increasingly critical field. It covers topics such as: image analysis and fingerprint recognition; facial expressions and emotions; handwriting and signatures; iris recognition; hand-palm gestures; and multimodal based research. The applications span many fields, from engineering, scientific studies and experiments, to biomedical and diagnostic applications, to personal identification and homeland security. In addition, computer modeling and simulations of human behaviors are addressed in this collection of 31 chapters by top-ranked professionals from all over the world in the field of PR/AI/Biometrics. The book is intended for researchers and graduate students in Computer and Information Science, and in Communication and Control Engineering. Dr. Patrick S. P. Wang is a Professor Emeritus at the College of Computer and Information Science, Northeastern University, USA, Zijiang Chair of ECNU, Shanghai, and NSC Visiting Chair Professor of NTUST, Taipei.


Combinatorial Pattern Matching

Combinatorial Pattern Matching
Author: Raffaele Giancarlo
Publisher: Springer
Total Pages: 434
Release: 2003-06-29
Genre: Computers
ISBN: 3540451234

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This book constitutes the refereed proceedings of the 11th Annual Symposium on Combinatorial Pattern Matching, CPM 2000, held in Montreal, Canada, in June 2000.The 29 revised full papers presented together with 3 invited contributions and 2 tutorial lectures were carefully reviewed and selected from 44 submissions. The papers are devoted to current theoretical and algorithmic issues of searching and matching strings and more complicated patterns such as trees, regular expression graphs, point sets and arrays as well as to advanced applications of CPM in areas such as Internet, computational biology, multimedia systems, information retrieval, data compression, and pattern recognition.


Discovering Biomolecular Mechanisms with Computational Biology

Discovering Biomolecular Mechanisms with Computational Biology
Author: Frank Eisenhaber
Publisher: Springer Science & Business Media
Total Pages: 152
Release: 2007-03-20
Genre: Science
ISBN: 0387367470

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This anthology presents critical reviews of methods and high-impact applications in computational biology that lead to results that non-bioinformaticians must also know to design efficient experimental research plans. Discovering Biomolecular Mechanisms with Computational Biology explores the methodology of translating sequence strings into biological knowledge and considers exemplary groundbreaking results such as unexpected enzyme discoveries. This book also summarizes non-trivial theoretical predictions for regulatory and metabolic networks that have received experimental confirmation.


Combinatorial Pattern Matching

Combinatorial Pattern Matching
Author: Ricardo Baeza-Yates
Publisher: Springer Science & Business Media
Total Pages: 412
Release: 2003-06-04
Genre: Mathematics
ISBN: 3540403116

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The refereed proceedings of the 14th Annual Symposium on Combinatorial Pattern Matching, CPM 2003, held in Morelia, Michoacán, Mexico in June 2003. The 28 revised full papers presented were carefully reviewed and selected from 57 submissions. The papers are devoted to current theoretical and computational aspects of searching and matching strings and more complicated patterns, such as trees, regular expressions, graphs, point sets, and arrays. Among the application fields addressed are computational biology, bioinformatics, genomics, the Web, data compression, coding, multimedia, information retrieval, pattern recognition, and computer vision.


Data Mining Patterns: New Methods and Applications

Data Mining Patterns: New Methods and Applications
Author: Poncelet, Pascal
Publisher: IGI Global
Total Pages: 324
Release: 2007-08-31
Genre: Computers
ISBN: 1599041642

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"This book provides an overall view of recent solutions for mining, and explores new patterns,offering theoretical frameworks and presenting challenges and possible solutions concerning pattern extractions, emphasizing research techniques and real-world applications. It portrays research applications in data models, methodologies for mining patterns, multi-relational and multidimensional pattern mining, fuzzy data mining, data streaming and incremental mining"--Provided by publisher.


Pattern Recognition in Bioinformatics

Pattern Recognition in Bioinformatics
Author: Alioune Ngom
Publisher: Springer
Total Pages: 307
Release: 2013-07-04
Genre: Computers
ISBN: 3642391591

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This book constitutes the refereed proceedings of the 8th IAPR International Conference on Pattern Recognition in Bioinformatics, PRIB 2013, held in Nice, France, in June 2013. The 25 revised full papers presented were carefully reviewed and selected from 43 submissions. The papers are organized in topical sections on bio-molecular networks and pathway analysis; learning, classification, and clustering; data mining and knowledge discovery; protein: structure, function, and interaction; motifs, sites, and sequence analysis.