| Name: | The inspiration for the design of the course module |
| ID: | m15082 |
| Language: | English (en) |
| Summary: | This module introduces a short course on the applications of statistical machine learning to three problems in computational bioogy: genefinding, molecular classification of cancers using microarray data, and inferring signaling and regulatory networks from microarray, and protein interaction data. The three statistical machine learning methods covered are: hidden Markov models, support vector machines and Bayesian network learning. |
| Subject: | Science and Technology |
| Keywords: | Bayesian networks, classification using microarray data, computational biology, genefinding, inference of regulatory and signaling networks, statistical machine learning, support vector machines |
| Document Type: | -//CNX//DTD CNXML 0.5 plus MathML//EN |
| License: | Creative Commons Attribution License (CC-BY 2.0) |
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| Authors: | Devika Subramanian (devika@rice.edu) |
| Copyright Holders: | Devika Subramanian (devika@rice.edu) |
| Maintainers: | Devika Subramanian (devika@rice.edu) |
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| Version: | 1.1 (history) |
| Created: | Mar 24, 2007 8:25 am GMT-5 |
| Revised: | Sep 5, 2007 11:25 am GMT-5 |
| Version: | 1.1 Sep 5, 2007 11:25 am GMT-5 by Devika Subramanian |
| Changes: | all changes verified. |
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Subramanian, D. The inspiration for the design of the course module, Connexions Web site. http://cnx.org/content/m15082/1.1/, Sep 5, 2007.
Subramanian D. The inspiration for the design of the course module [Connexions Web site]. September 5, 2007. Available at: http://cnx.org/content/m15082/1.1/.
Subramanian, D. (2007, September 5). The inspiration for the design of the course module. Retrieved from the Connexions Web site: http://cnx.org/content/m15082/1.1/
Subramanian, Devika. "The inspiration for the design of the course module." Connexions. September 5, 2007. http://cnx.org/content/m15082/1.1/.
Devika Subramanian, "The inspiration for the design of the course module," Connexions, September 5, 2007, http://cnx.org/content/m15082/1.1/.
Subramanian, D. 2007. The inspiration for the design of the course module. Connexions, September 5, 2007. http://cnx.org/content/m15082/1.1/.
Subramanian, Devika. The inspiration for the design of the course module. Connexions. 5 Sep. 2007 <http://cnx.org/content/m15082/1.1/>.