Title :
A Fast Algorithm for Gene Expressing Data Biclustering
Author :
Liu Wei ; Chen Ling ; Qin Ling
Author_Institution :
Inst. of Inf. Sci. & Technol., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing
Abstract :
A biclustering algorithm for gene expressing data is presented. Based on the anti-monotones property of the quality of the data sets with their sizes, the algorithm can get the final biclusters by gradually adding columns and rows on the data sets. Experimental results show that our algorithm has higher processing speed and quality of clustering than other similar algorithms.
Keywords :
biology computing; genetic engineering; pattern clustering; antimonotones property; biclustering algorithm; gene expressing data; Clustering algorithms; Communication system control; Computer science; Gene expression; Information science; Iterative methods; Laboratories; Software algorithms; Space technology; Technology management; Gene Expressing Data; biclustering;
Conference_Titel :
Computing, Communication, Control, and Management, 2008. CCCM '08. ISECS International Colloquium on
Conference_Location :
Guangzhou
Print_ISBN :
978-0-7695-3290-5
DOI :
10.1109/CCCM.2008.82
