Protein contact map prediction based on an ensemble learning method

Habibi, NK; Saraee, MH

Abstract

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.

Citation

Habibi, N., & Saraee, M. (2009, January). Protein contact map prediction based on an ensemble learning method. Presented at International Conference on Computer Engineering and Technology (ICCET 2009),, Singapore

• Presentation Conference Type: Other
• Conference Name: International Conference on Computer Engineering and Technology (ICCET 2009),
• Conference Location: Singapore
• Start Date: Jan 22, 2009
• End Date: Jan 24, 2009
• Publication Date: Jan 1, 2009
• Deposit Date: Nov 4, 2011
• Book Title: 2009 International Conference on Computer Engineering and Technology
• DOI: https://doi.org/10.1109/ICCET.2009.58
• Publisher URL: http://dx.doi.org/10.1109/ICCET.2009.58
• Additional Information: Event Type : Conference