DocumentCode
2905571
Title
A novel algorithm for enumerating maximal bicliques from a symmetric matrix
Author
Savio, M.D. ; Sankar, Apama ; Nataraj, R.V.
Author_Institution
Dept. of Comput. & Inf. Sci., PSG Coll. of Technol., Coimbatore, India
fYear
2012
fDate
Nov. 30 2012-Dec. 1 2012
Firstpage
206
Lastpage
209
Abstract
We address the problem of enumerating maximal bicliques from a symmetric matrix. We propose a novel algorithm named TWINBLADE which exploits the properties of symmetric matrix, and reduces the search space to a larger extent and it generates not even a single duplicate. Our algorithm is compared with LCM-MBC algorithm, in the experiment conducted, ours take almost only half the running time of LCM-MBC for sparse and comparatively performs better for dense datasets.
Keywords
data mining; graph theory; matrix algebra; LCM-MBC algorithm; TWINBLADE; maximal biclique enumeration; symmetric matrix; Algorithm design and analysis; Availability; Bioinformatics; Data mining; Educational institutions; Information technology; Symmetric matrices; Data Mining; Maximal Biclique; Symmetric Matrix;
fLanguage
English
Publisher
ieee
Conference_Titel
Emerging Applications of Information Technology (EAIT), 2012 Third International Conference on
Conference_Location
Kolkata
Print_ISBN
978-1-4673-1828-0
Type
conf
DOI
10.1109/EAIT.2012.6407897
Filename
6407897
Link To Document