[PDF][PDF] A study of feature selection algorithms for predicting students academic performance

M Zaffar, MA Hashmani, KS Savita… - International Journal of …, 2018 - researchgate.net
The main aim of all the educational organizations is to improve the quality of education and
elevate the academic performance of students. Educational Data Mining (EDM) is a growing …

Feature selection algorithms and student academic performance: A study

C Jalota, R Agrawal - … and Communications: Proceedings of ICICC 2020 …, 2021 - Springer
In the present state of affairs, the motive behind every educational organization is to uplift the
academic achievement of students. Educational data mining (EDM) is an upward field of …

A study on feature selection techniques in educational data mining

M Ramaswami, R Bhaskaran - arXiv preprint arXiv:0912.3924, 2009 - arxiv.org
Educational data mining (EDM) is a new growing research area and the essence of data
mining concepts are used in the educational field for the purpose of extracting useful …

An heuristic feature selection algorithm to evaluate academic performance of students

SSM Ajibade, NB Ahmad… - 2019 IEEE 10th Control …, 2019 - ieeexplore.ieee.org
The value of schooling and academic performance of student is the topmost priority of all
academic institutions. Educational Data Mining (EDM) is an evolving area of research which …

[PDF][PDF] Application of feature selection methods in educational data mining

A Acharya, D Sinha - International Journal of Computer Applications, 2014 - Citeseer
In the recent years, web based learning has emerged as a new field of research due to
growth of network and communication technology. These learning systems generate a large …

An empirical study on attribute selection of student performance prediction model

P Chaudhury, HK Tripathy - International Journal of …, 2017 - inderscienceonline.com
Despite improvement in the standard of education globally, students' failure rates have risen.
Data mining has been implemented in several domains, including education, for extracting …

[PDF][PDF] Developing web-based support systems for predicting poor-performing students using educational data mining techniques

P Sokkhey, T Okazaki - International Journal of Advanced …, 2020 - pdfs.semanticscholar.org
The primary goal of educational systems is to enrich the quality of education by maximizing
the best results and minimizing the failure rate of poor-performing students. Early predicting …

[PDF][PDF] Correlation based feature selection (CFS) technique to predict student Perfromance

M Doshi - International Journal of Computer Networks & …, 2014 - researchgate.net
Education data mining is an emerging stream which helps in mining academic data for
solving various types of problems. One of the problems is the selection of a proper academic …

[PDF][PDF] A Comparative study of predicting student's performance by use of data mining techniques

A Ashraf, S Anwer, MG Khan - American Scientific Research …, 2018 - researchgate.net
Educational systems need innovative ways to improve quality of education to achieve the
best results and decrease the failure rate. Educational Data Mining (EDM) has boomed in …

A comparison of feature selection approach between greedy, IG-ratio, Chi-square, and mRMR in educational mining

N Rachburee, W Punlumjeak - 2015 7th international …, 2015 - ieeexplore.ieee.org
Educational data mining is a widely interesting issue in data mining research field. One of
the topics is feature selection method to reduce a feature set. The main purpose of this study …