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Data Mining in Bioinformatics |  | | | | | | DRM Restrictions | | Printing | Not allowed | | Copy to clipboard | Not allowed |
|  |  |  | Table of contents
Part I. Overview
1. Introduction to Data Mining in Bioinformatics Jason T. L. Wang, Mohammed J. Zaki, Hannu T. T. Toivonen, Dennis Shasha
2. Survey of Biodata Analysis from a Data Mining Perspective Peter Bajcsy, Jiawei Han, Lei Liu, Jiong Yang
Part II. Sequence and Structure Alignment
3. AntiClustAl: Multiple Sequence Alignment by Antipole Clustering Cinzia Pietro, Alfredo Ferro, Giuseppe Pigola, Alfredo Pulvirenti, Michele Purrello, Marco Ragusa, Dennis Shasha
4. RNA Structure Comparison and Alignment Kaizhong Zhang
Part III. Biological Data Mining
5. Piecewise Constant Modeling of Sequential Data Using Reversible Jump Markov Chain Monte Carlo Marko Salmenkivi, Heikki Mannila
6. Gene Mapping by Pattern Discovery Petteri Sevon, Hannu T. T. Toivonen, Päivi Onkamo
7. Predicting Protein Folding Pathways Mohammed J. Zaki, Vinay Nadimpally, Deb Bardhan, Chris Bystroff
8. Data Mining Methods for a Systematics of Protein Subcellular Location Kai Huang, Robert F. Murphy
9. Mining Chemical Compounds Mukund Deshpande, Michihiro Kuramochi, George Karypis
Part IV. Biological Data Management
10. Phyloinformatics: Toward a Phylogenetic Database Roderic D. M. Page
11. Declarative and Efficient Querying on Protein Secondary Structures Jignesh M. Patel, Donald P. Huddler, Laurie Hammel
12. Scalable Index Structures for Biological Data Ambuj K. Singh
DRM-restrictions
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