Name
Title | ||
|---|---|---|
Deterministic Approach for Biclustering of Co-Regulated Genes from Gene Expression Data. |
Abstract | ||
|---|---|---|
This paper presents an expression pattern based biclustering technique for grouping both positively and negatively regulated genes together as co-regulated genes from microarray expression data. Most interesting variants of this problem are NP-complete requiring either large computational effort or the use of lossy heuristics to short circuit the calculation. Our approach deterministically finds all biclusters using a non-greedy approach in polynomial time. Various real datasets have been used for experiments and results are excellent. |
Year | DOI | Venue |
|---|---|---|
2012 | 10.3233/978-1-61499-105-2-490 | ADVANCES IN KNOWLEDGE-BASED AND INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS |
Keywords | DocType | Volume |
Support,up and down regulation,gene expression pattern,polynomial time,association mining | Conference | 243 |
ISSN | Citations | PageRank |
0922-6389 | 2 | 0.39 |
References | Authors | |
13 | 3 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Swarup Roy | 1 | 56 | 12.13 |
| D. K. Bhattacharyya | 2 | 391 | 20.13 |
| Jugal K. Kalita | 3 | 856 | 62.32 |