Title
Protein interaction based features' extraction.
Abstract
Protein and DNA features extraction represents an interesting research subject for a wide range of relevant applications. In this paper, we evaluated interactions in genes and diseases by modelling them as social networks. We introduced weighted cliques to indicate patterns of those interactions and distinguish the relations between different vertices based on their strengths or levels of interactions. We used those patterns as features and evaluate their value in comparison with other feature extraction existing approaches.
Year
Venue
Field
2017
IJBRA
Social network,Vertex (geometry),Biology,Pattern recognition,Feature extraction,Artificial intelligence,Bioinformatics
DocType
Volume
Issue
Journal
13
3
Citations 
PageRank 
References 
0
0.34
0
Authors
2
Name
Order
Citations
PageRank
Izzat Alsmadi122944.37
Saïd Bettayeb2839.09