An Evolutionary Approach for Analysing the Effect of Interaction Site Structural Features on Protein- Protein Complex Formation View Full Text


Ontology type: schema:Chapter      Open Access: True


Chapter Info

DATE

2013

AUTHORS

Archana Chowdhury , Pratyusha Rakshit , Amit Konar , Ramadoss Janarthanan

ABSTRACT

Protein-protein complexes that dissociate and associate readily,often depending on the physiological condition or environment,play an important role in many biological processes.The impact of the features responsible for protein complex formation is not uniform. In this paper we have tried to rank the features required for stable protein-protein complex formation.We have employed Artificial Bee Colony with Temporal Difference Q learning algorithm to assign weights to the various atomic structure features. Experiments with data provide evidence that such an approach leads to improved clustering performance. More... »

PAGES

656-661

Book

TITLE

Pattern Recognition and Machine Intelligence

ISBN

978-3-642-45061-7
978-3-642-45062-4

Author Affiliations

Identifiers

URI

http://scigraph.springernature.com/pub.10.1007/978-3-642-45062-4_92

DOI

http://dx.doi.org/10.1007/978-3-642-45062-4_92

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1007923478


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