Biological Data Mining In Protein Interaction Networks, 1st Edition

  • Published By:
  • ISBN-10: 1605663999
  • ISBN-13: 9781605663999
  • Grade Level Range: College Freshman - College Senior
  • 419 Pages | eBook
  • Original Copyright 2009 | Published/Released June 2009
  • This publication's content originally published in print form: 2009

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About

Overview

The goal of this book is to disseminate research results and best practices from cross-disciplinary researchers and practitioners interested in, and working on bioinformatics, data mining, and proteomics.

Table of Contents

Cover Page.
Title Page.
Copyright Page.
Dedication.
Editorial Advisory Board.
List of Reviewers.
Table of Contents.
Detailed Table of Contents.
Preface.
Acknowledgment.
Introduction.
1: Molecular Biology of Protein–Protein Interactions for Computer Scientists.
2: Data Mining for Biologists.
3: PPI Network Construction and Cleansing.
4: Domain–Based Prediction and Analysis of Protein–Protein Interactions.
5: Incorporating Graph Features for Predicting Protein-Protein Interactions.
6: Discovering Protein–Protein Interaction Sites from Sequence and Structure.
7: Network Cleansing: Reliable Interaction Networks.
8: Knowledge Discovery from PPI Networks.
9: Discovering Interaction Motifs from Protein Interaction Networks.
10: Discovering Network Motifs in Protein Interaction Networks.
11: Discovering Protein Complexes in Protein Interaction Networks.
12: Evolutionary Analyses of Protein Interaction Networks.
13: Biological Applications Using PPI Analysis.
14: Discovering Lethal Proteins in Protein Interaction Networks.
15: Predicting Protein Functions from Protein Interaction Networks.
16: Protein Interactions for Functional Genomics.
17: Prioritizing Disease Genes and Understanding Disease Pathways.
18: Dynamics of Protein–Protein Interaction Network in Plasmodium Falciparum.
19: Tools for Analysis of PPI Networks.
20: Graphical Analysis and Visualization Tools for Protein Interaction Networks.
21: Network Querying Techniques for PPI Network Comparison.
22: Module Finding Approaches for Protein Interaction Networks.
Compilation of References.
About the Contributors.
Index.