Book chapter
ProteinNET: A Protein Interaction Network Integration System
Modern Advances in Intelligent Systems and Tools, pp 71-76
2012
Abstract
Protein interaction networks are of great importance to understand the biological cellular process. Recent advances in high-throughput detection methods, such as the yeast two hybrid method, have given researchers access to large volumes of PPI network data. However, protein interaction databases published by different research groups use different protein naming systems and have different levels of reliability. In this paper we design ProteinNET, a protein interaction network integration system, to integrate protein interaction databases from different sources and improve the quality of the protein interaction network by using noise reduction techniques. In addition, the proteinNET system provides five methods to visualize the protein interaction network. The ProteinNET system can help researchers explore the protein interaction network of different data sources.
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1 citations in Scopus
Details
- Title
- ProteinNET: A Protein Interaction Network Integration System
- Creators
- Tianyu Cao - University of VermontXindong Wu - University of VermontXiaohua Hu - Drexel University
- Publication Details
- Modern Advances in Intelligent Systems and Tools, pp 71-76
- Series
- Studies in Computational Intelligence
- Publisher
- Springer Berlin Heidelberg; Berlin, Heidelberg
- Resource Type
- Book chapter
- Language
- English
- Academic Unit
- Information Science
- Scopus ID
- 2-s2.0-84867707370
- Other Identifier
- 991019174004004721