Pattern recognition in computational molecular biology : techniques and approaches /
"A comprehensive overview of high-performance pattern recognition techniques and approaches to Computational Molecular Biology This book surveys the developments of techniques and approaches on pattern recognition related to Computational Molecular Biology. Providing a broad coverage of the fie...
| Άλλοι συγγραφείς: | |
|---|---|
| Μορφή: | Ηλ. βιβλίο |
| Γλώσσα: | English |
| Έκδοση: |
Hoboken, New Jersey :
John Wiley & Sons Inc.,
[2016]
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| Θέματα: | |
| Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Part 1. Pattern Recognition in Sequences :
- 1. Combinatorial Haplotyping Problems
- 2. Algorithmic Perspectives of the String Barcoding Problems
- 3. Alignment-Free Measures for Whole-Genome Comparison
- 4. A Maximum Likelihood Framework for Multiple Sequence Local Alignment
- 5. Global Sequence Alignment with a Bounded Number of Gaps
- Part 2. Pattern Recognition in Secondary Structures :
- 6. A Short Review on Protein Secondary Structure Prediction Methods
- 7. A Generic Approach to Biological Sequence Segmentation Problems: Application to Protein Secondary Structure Prediction
- 8. Structural Motif Identification and Retrieval: A Geometrical Approach
- 9. Genome-Wide Search for Pseudoknotted Noncoding RNA: A Comparative Study
- Part 3. Pattern Recognition in Tertiary Structures :
- 10. Motif Discovery in Protein 3D-Structures using Graph Mining Techniques
- 11. Fuzzy and Uncertain Learning Techniques for the Analysis and Prediction Of Protein Tertiary Structures
- 12. Protein Inter-Domain Linker Prediction
- 13. Prediction of Proline Cis-Trans Isomerization
- Part 4. Pattern Recognition in Quaternary Structures :
- 14. Prediction of Protein Quaternary Structures
- 15. Comparison of Protein Quaternary Structures by Graph Approaches
- 16. Structural Domains in Prediction of Biological Protein-Protein Interactions
- Part 5. Pattern Recognition in Microarrays :
- 17. Content-Based Retrieval of Microarray Experiments
- 18. Extraction of Differentially Expressed Genes in Microarray Data
- 19. Clustering and Classification Techniques for Gene Expression Profile Pattern Analysis
- 20. Mining Informative Patterns in Microarray Data
- 21. Arrow Plot and Correspondence Analysis Maps for Visualizing The Effects of Background Correction and Normalization Methods on Microarray Data
- Part 6. Pattern Recognition in Phylogenetic Trees :
- 22. Pattern Recognition in Phylogenetics: Trees and Networks
- 23. Diverse Considerations for Successful Phylogenetic Tree Reconstruction: Impacts from Model Misspecification, Recombination, Homoplasy, and Pattern Recognition
- 24. Automated Plausibility Analysis of Large Phylogenies
- 25. A New Fast Method for Detecting and Validating Horizontal Gene Transfer Events Using Phylogenetic Trees and Aggregation Functions
- Part 7. Pattern Recognition in Biological Networks :
- 26. Computational Methods for Modeling Biological Interaction Networks
- 27. Biological Network Inference at Multiple Scales: From Gene Regulation to Species Interactions
- 28. Discovering Causal Patterns with Structural Equation Modeling: Application to Toll-Like Receptor Signaling Pathway in Chronic Lymphocytic Leukemia
- 29. Annotating Proteins with Incomplete Label Information.
