Ensemble of Artificial Bee Colony Optimization and Random Forest Technique for Feature Selection and Classification of Protein Function Family Prediction-Reference-Cited by-同舟云学术

Ensemble of Artificial Bee Colony Optimization and Random Forest Technique for Feature Selection and Classification of Protein Function Family Prediction

Published:2018-08-22 Issue: Volume: Page:165-173
ISSN:2194-5357
Container-title:Soft Computing in Data Analytics
language:
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Author:

Rangasamy Ranjani Rani,Duraisamy Ramyachitra

Publisher

Springer Singapore

Link

http://link.springer.com/content/pdf/10.1007/978-981-13-0514-6_17

Reference13 articles.

1. Lee, B.J., Shin, M.S., Oh, Y.J., Oh, H.S., Ryu, K.H.: Identification of protein functions using a machine-learning approach based on sequence-derived properties. Prot Sci. 7 (2009)

2. Tiwari, A.K., Srivastava, R.: A survey of computational intelligence techniques in protein function prediction. Int. J. prot. (2014)

3. Ong, S.A., Lin, H.H., Chen, Y.Z., Li, Z.R., Cao, Z.: Efficacy of different protein descriptors in predicting protein functional families. BMC Bio. 8 (2007)

4. Naveed, M., Khan, A.U.: GPCR-MPredictor: multi-level prediction of G protein-coupled receptors using genetic ensemble. Ami, Aci. 42 (2012)

5. Cai, C.Z., Han, L.Y., Ji, Z.L., Chen, X., Chen, Y.Z.: SVM-Prot: web-based support vector machine software for functional classification of a protein from its primary sequence. Nucl Aci Res. 31 (2003)

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