Improved Filter-Based Feature Selection Using Correlation and Clustering Techniques

Author:

Atmakuru AkhilaORCID,Di Fatta GiuseppeORCID,Nicosia GiuseppeORCID,Badii AttaORCID

Publisher

Springer Nature Switzerland

Reference15 articles.

1. Gnana, D.A.A., Balamurugan, S.A.A., Leavline, E.J.: Literature review on feature selection methods for high-dimensional data. Int. J. Comput. Appl. 136(1), 9–17 (2016)

2. Kira, K., Rendell, L.A.: A practical approach to feature selection. In: Machine Learning Proceedings, pp. 249–256. Morgan Kaufmann (1992)

3. Kononenko, I.: Estimating attributes: analysis and extensions of RELIEF. In: ECML, vol. 94, pp. 171–182, April 1994

4. Hall, M.A.: Correlation-based feature selection of discrete and numeric class machine learning (2000)

5. Yu, L., Liu, H.: Efficient feature selection via analysis of relevance and redundancy. J. Mach. Learn. Res. 5, 1205–1224 (2004)

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