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http://krishi.icar.gov.in/jspui/handle/123456789/61995| Title: | An ensemble approach for gene regulatory network study in rice blast |
| Other Titles: | Not Available |
| Authors: | Chiranjib Sarkar Rajender Parsad Dwijesh Chandra Mishra Anil Rai |
| ICAR Data Use Licennce: | http://krishi.icar.gov.in/PDF/ICAR_Data_Use_Licence.pdf |
| Author's Affiliated institute: | ICAR::Indian Agricultural Statistics Research Institute |
| Published/ Complete Date: | 2020-12-17 |
| Project Code: | Not Available |
| Keywords: | Ensemble approach Fisher’s weighted method GRN rice blast disease |
| Publisher: | AkiNik Publications |
| Citation: | C. Sarkar, R. Parsad, D. C. Mishra And A. Rai (2020). An ensemble approach for gene regulatory network study in rice blast, Journal of Crop and Weed, 16(3), 01-08. |
| Series/Report no.: | Not Available; |
| Abstract/Description: | Gene Regulatory Network (GRN) is important to understand complex biological process like disease. An ensemble approach for network construction leads to more accurate and consistent GRN than individual methods. In this study we have combined the networks obtained from correlation, partial least square, principal component regression and ridge regression techniques using Fisher’s weighted method. The network was ensemble considering the significant edges selected from individual methods. The method was applied to gene expression data of rice blast disease to construct GRN. The stability of the obtained ensemble network was higher than the networks obtained from individual methods |
| Description: | Not Available |
| ISSN: | 2349 9400 |
| Type(s) of content: | Research Paper |
| Sponsors: | Not Available |
| Language: | English |
| Name of Journal: | Journal of Crop and Weed |
| Journal Type: | peer reviewed |
| NAAS Rating: | 5.46 5.46 |
| Volume No.: | 16 (3) |
| Page Number: | 1 - 8 |
| Name of the Division/Regional Station: | Not Available |
| Source, DOI or any other URL: | https://doi.org/10.22271/09746315.2020.v16.i3.1358 |
| URI: | http://krishi.icar.gov.in/jspui/handle/123456789/61995 |
| Appears in Collections: | AEdu-IASRI-Publication |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| 16-3-1.pdf | 697.79 kB | Adobe PDF | View/Open |
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