2013 Fiscal Year Final Research Report
Machine-learning based statistical data matching and its application to microarray data analysis
| Project/Area Number |
23700165
|
|---|
| Research Category |
Grant-in-Aid for Young Scientists (B)
|
| Allocation Type | Multi-year Fund |
|---|
| Research Field |
Intelligent informatics
|
|---|
| Research Institution | Nagoya Institute of Technology |
|---|
Principal Investigator |
ICHIRO Takeuchi 名古屋工業大学, 工学(系)研究科(研究院), 准教授 (40335146)
|
|---|
| Project Period (FY) |
2011 – 2013
|
| Keywords | machine learning / bioinformatics / statistics |
|---|
| Research Abstract |
We developed an algorithm and a software that can be used for evaluating the credibility of the knowledge taken from genome-wide biological data such as DNA expression microarray. Our algorithm is based on machine learning technology and it can compute the credibility of the knowledge efficiently. Our results are useful for evidence-based bio-medical studies.
|
