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 …

[PDF][PDF] Study on dominant factor for academic performance prediction using feature selection methods

P Sokkhey, T Okazaki - … Journal of Advanced Computer Science and …, 2020 - academia.edu
All educational institutions always try to investigate the learning behaviors of students and
give early prediction toward student's outcomes for interventing and improving their learning …

[PDF][PDF] SelectingOptimal Subset of Features for StudentPerformance Model

HM Harb, MA Moustafa - International Journal of Computer Science Issues …, 2012 - Citeseer
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 …

Feature selection methods in improving accuracy of classifying students' academic performance

L Rahman, NA Setiawan… - 2017 2nd international …, 2017 - ieeexplore.ieee.org
Data mining began to be applied in various fields, one of them on educational data. By
exploring information or knowledge in a data allows an institution to improve the learning …

A comparative study of feature selection techniques for classify student performance

W Punlumjeak, N Rachburee - 2015 7th International …, 2015 - ieeexplore.ieee.org
Student performance classification is a challenging task for teacher and stakeholder for
better academic planning and management. Data mining can be used to find knowledge …

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 …

Performance analysis of feature selection algorithm for educational data mining

M Zaffar, MA Hashmani… - 2017 IEEE conference on …, 2017 - ieeexplore.ieee.org
Student's academic performance is the main focus of all educational institutions. Educational
Data Mining (EDM) is an emerging research area help the educational institutions to …

[PDF][PDF] Early prediction of students performance using machine learning techniques

A Acharya, D Sinha - International Journal of Computer Applications, 2014 - academia.edu
ABSTRACT In recent years Educational Data Mining (EDM) has emerged as a new field of
research due to the development of several statistical approaches to explore data in …

[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 …

[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 …