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E-book

Title Algorithmic and Artificial Intelligence Methods for Protein Bioinformatics / edited by Yi Pan, Jianxin Wang, Min Li
Edition First edition
Published Hoboken, New Jersey : Wiley : IEEE Computer Society, [2014]
©2014

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Description 1 online resource (xviii, 514 pages) : illustrations
Contents Machine generated contents note: I. From Protein Sequence To Structure -- 1. Emphasizing The Role Of Proteins In Construction Of The Developmental Genetic Toolkit In Plants / Anasua Sarkar -- 2. Protein Sequence Motif Information Discovery / Bernard Chen -- 3. Identifying Calcium Binding Sites In Proteins / Hai Deng -- 4. Review Of Imbalanced Data Learning For Protein Methylation Prediction / Yan-Qing Zhang -- 5. Analysis And Prediction Of Protein Posttranslational Modification Sites / Dong Xu -- II. Protein Analysis And Prediction -- 6. Protein Local Structure Prediction / Yi Pan -- 7. Protein Structural Boundary Prediction / Gulsah Altun -- 8. Prediction Of RNA Binding Sites In Proteins / Luonan Chen -- 9. Algorithmic Frameworks For Protein Disulfide Connectivity Determination / Timothy Lee -- 10. Protein Contact Order Prediction: Update / Guohui Lin -- 11. Progress In Prediction Of Oxidation States Of Cysteines Via Computational Approaches / Yi Pan -- 12. Computational Methods In Cryoelectron Microscopy 3D Structure Reconstruction / Zhiyong Liu -- III. Protein Structure Alignment And Assessment -- 13. Fundamentals Of Protein Structure Alignment / Yosi Shibberu -- 14. Discovering 3D Protein Structures For Optimal Structure Alignment / Jack Y. Yang -- 15. Algorithmic Methodologies For Discovery Of Nonsequential Protein Structure Similarities / Jie Liang -- 16. Fractal Related Methods For Predicting Protein Structure Classes And Functions / Shao-Ming Zhu -- 17. Protein Tertiary Model Assessment / Yan-Qing Zhang -- IV. Protein-Protein Analysis Of Biological Networks -- 18. Network Algorithms For Protein Interactions / Suely Oliveira -- 19. Identifying Protein Complexes From Protein-Protein Interaction Networks / Xiaoqing Peng -- 20. Protein Functional Module Analysis With Protein -- Protein Interaction (PPI) Networks / Aidong Zhang -- 21. Efficient Alignments Of Metabolic Networks With Bounded Treewidth / Alexander Zelikovsky -- 22. Protein-Protein Interaction Network Alignment: Algorithms And Tools / Valeria Fionda -- V. Application Of Protein Bioinformatics -- 23. Protein-Related Drug Activity Comparison Using Support Vector Machines / Jieyue He -- 24. Finding Repetitions In Biological Networks: Challenges, Trends, And Applications / Simona E. Rombo -- 25. Me TaDoR: Online Resource And Prediction Server For Membrane Targeting Peripheral Proteins / Hui Liu -- 26. Biological Networks -- Based Analysis Of Gene Expression Signatures / Jianxin Wang
Summary This book presents the latest developments in protein bioinformatics, introducing cutting-edge research results alongside novel algorithmic and AI methods for the analysis of protein data. Featuring a collection of authoritative articles by leaders in the field, this work focuses on the analysis of protein sequences, structures, and interaction networks using both traditional algorithms and AI methods. It addresses key challenges facing computer scientists and biologists, arming readers with tools and techniques for analyzing and interpreting protein data and solving a variety of biological problems. It highlights protein analysis applications such as protein-related drug activity comparison; incorporates salient case studies illustrating how to apply the methods outlined in the book; tackles the complex relationship between proteins from a systems biology point of view; relates the topic to other emerging technologies such as data mining and visualization. -- Edited summary from book
Notes Edition statement from running title area
Bibliography Includes bibliographical references and index
Notes Online resource; title from PDF title page (Wiley, viewed November 12, 2013)
Subject Proteins -- Analysis -- Mathematics
Bioinformatics.
Artificial intelligence.
Computational biology.
Proteins -- analysis
Computational Biology
Artificial Intelligence
artificial intelligence.
SCIENCE -- Life Sciences -- Biochemistry.
Computational biology
Artificial intelligence
Bioinformatics
Form Electronic book
Author Pan, Yi, 1960- editor.
Wang, Jianxin, 1969- editor.
Li, Min, 1978- editor.
ISBN 9781118567869
9781118567920
1118567927
1118567862
9781306069205
1306069203