Yongxian Wang; Zhenghua Wang: Bioinformatics / Sequence Analysis and Parallel Computing

Yongxian Wang, Zhenghua Wang (Autoren)

Buch | Hardcover

X, 320 Seiten

2023
De Gruyter (Verlag)
9783110462081 (ISBN)

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This book presents algorithms in proteomics and biological networks and explains biological background and mathematical theories behind them. Focussing on the realization of algorithms in scientific computing the book enables an easy entry to bioinformatics for researchers with computer science background.

Xianyong Wang, Zhenghua Wang, National University of Defense Technology, Changsha, China

Table of Content:

Part 1: Proteomics analysis
Chapter 1 Predict protein structure
1.1 Protein structure layers
1.2 Secondary structures
1.3 Secondary structure testing
1.4 Algorithms for predicting protein structure
1.5 Evaluation of prediction algorithms
1.6 Protein comparison
Chapter 2 Mass spectrometry (MS) analysis for protein sequences
2.1 MS
2.2 MS data analysis
2.3 Pre-treatment for MS data
2.4 Scoring methods
2.5 de novo sequencing
Part 2 Biological network analysis
Chapter 3 Protein-Protein interaction prediction
3.1 Protein-Protein interaction
3.2 Experimental methods for Protein-Protein interaction detection
3.3 Bioinformatics application in Protein-Protein interaction analysis
3.4 Domain interaction prediction
3.5 Summary
Chapter 4 Functional modules in biological networks
4.1 Introduction
4.2 Structure characteristics for complex networks
4.3 Network parameters and calculation
4.4 Parallel analysis for biological networks
4.5 Module partition
4.6 Clustering
4.7 Spectral analysis
4.8 Evaluation for module partition
Chapter 5 Data mining for large-scale network
5.1 Clustering analysis
5.2 Linkage clustering - single, complete, average
5.3 Kernel function
5.4 Spectral clustering

Erscheinungsdatum	10.05.2022
Reihe/Serie	Yongxian Wang; Zhenghua Wang: Bioinformatics ; Volume 1
Zusatzinfo	70 b/w ill., 20 b/w tbl.
Verlagsort	Berlin/Boston
Sprache	englisch
Maße	170 x 240 mm
Themenwelt	Mathematik / Informatik ► Informatik
Themenwelt	Recht / Steuern ► Wirtschaftsrecht ► Bank- und Kapitalmarktrecht
Schlagworte	DGS • VWL-Klausuren • Wagner
ISBN-13	9783110462081 / 9783110462081
Zustand	Neuware