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- W2282023346 abstract "Interactomics aims to study the main aspects of protein interactions in living systems. To understand the complex cellular mechanisms involved in a biological system, it is necessary to study the nature of these interactions at the molecular level, in which prediction of protein-protein interactions (PPIs) plays a significant role. This chapter focuses mostly on the prediction of types of PPIs, more specifically, on obligate (permanent) and nonobligate (transient) complexes. It describes computational domain-based models to predict obligate and nonobligate PPIs. In these models, desolvation energies of structural domain pairs present in the interface are considered as features for prediction. The chapter also discusses different subproblems including feature extraction, feature selection, classification, and evaluation. There are two different ways of performing feature selection, namely wrapper methods and filter methods. The chapter finally shows some prediction results using domain-based prediction properties." @default.
- W2282023346 created "2016-06-24" @default.
- W2282023346 creator A5027262289 @default.
- W2282023346 creator A5040978295 @default.
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- W2282023346 date "2015-11-19" @default.
- W2282023346 modified "2023-10-17" @default.
- W2282023346 title "Structural Domains in Prediction of Biological Protein-Protein Interactions" @default.
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- W2282023346 doi "https://doi.org/10.1002/9781119078845.ch16" @default.
- W2282023346 hasPublicationYear "2015" @default.
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