Map-Reduce framework based cluster architecture for academic student’s performance prediction using cumulative dragonfly based neural network

Author:

VeeraManickam M. R. M.,Mohanapriya M.,Pandey Bishwajeet K.,Akhade Sushma,Kale S. A.,Patil Reshma,Vigneshwar M.

Publisher

Springer Science and Business Media LLC

Subject

Computer Networks and Communications,Software

Reference31 articles.

1. Mirjalili, S.: Dragonfly algorithm: a new meta-heuristic optimization technique for solving single-objective, discrete, and multi-objective problems. Neural Comput. Appl. 27(4), 1053–1073 (2016)

2. Kotsiantis, S.B.: Use of machine learning techniques for educational proposes: a decision support system for forecasting students grades. Artif. Intell. Rev. 37(4), 331–344 (2012)

3. Minaei-Bidgoli, B., Punch, W.F.: Using genetic algorithms for data mining optimization in an educational web-based system. In: Proceedings of Genetic and Evolutionary Computation Conference, pp. 2252–2263, Springer, Berlin, 2003

4. Wolff, A., Zdrahal, Z., Herrmannova, D., .Knoth, P.P.: Predicting student performance from combined data sources. In: Educational Data Mining, Studies in Computational Intelligence, vol. 524, pp. 175– 202, Springer, Cham, 2014

5. Guarín, C.E.L., Guzman, E.L., González, F.A.: A model to predict low academic performance at a specific enrollment using DATA mining. IEEE J. Learn. Technol. 10(3), 119–125 (2015)

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