Protein contact map prediction based on an ensemble learning method
Habibi, NK and Saraee, M 2009, Protein contact map prediction based on an ensemble learning method , in: International Conference on Computer Engineering and Technology (ICCET 2009),, 22-24 Jan. 2009, Singapore.
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Contact map is the simplified, 2D representation of protein spatial structure. Contact map prediction is an intermediate step to predict protein 3D structure. Ensemble learning-based model is a collection of learners that is more accurate than a single learner. In this paper we propose an ensemble learning method for contact map prediction. Results show that a considerable performance improvement is attainable using this approach instead of using a single model.
|Item Type:||Conference or Workshop Item (Paper)|
|Themes:||Health and Wellbeing|
|Schools:||Colleges and Schools > College of Science & Technology > School of Computing, Science and Engineering > Data Mining and Pattern Recognition Research Centre|
|Journal or Publication Title:||Proceedings of International Conference on Computer Engineering and Technology, 2009. ICCET '09.|
|Depositing User:||Dr Mo Saraee|
|Date Deposited:||04 Nov 2011 11:16|
|Last Modified:||04 Nov 2011 11:16|
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