Factors affecting students' performance in higher education: a systematic review of predictive data mining techniques
Predicting the students' performance has become a challenging task due to the increasing
amount of data in educational systems. In keeping with this, identifying the factors affecting …
amount of data in educational systems. In keeping with this, identifying the factors affecting …
[PDF][PDF] Application of big data in education data mining and learning analytics–a literature review
The usage of learning management systems in education has been increasing in the last
few years. Students have started using mobile phones, primarily smart phones that have …
few years. Students have started using mobile phones, primarily smart phones that have …
Predicting academic performance of students from VLE big data using deep learning models
The abundance of accessible educational data, supported by the technology-enhanced
learning platforms, provides opportunities to mine learning behavior of students, addressing …
learning platforms, provides opportunities to mine learning behavior of students, addressing …
Prediction of benign and malignant breast cancer using data mining techniques
Breast cancer is the second most leading cancer occurring in women compared to all other
cancers. Around 1.1 million cases were recorded in 2004. Observed rates of this cancer …
cancers. Around 1.1 million cases were recorded in 2004. Observed rates of this cancer …
Predicting student performance using advanced learning analytics
Educational Data Mining (EDM) and Learning Analytics (LA) research have emerged as
interesting areas of research, which are unfolding useful knowledge from educational …
interesting areas of research, which are unfolding useful knowledge from educational …
[PDF][PDF] Educational data mining & students' performance prediction
AA Saa - … journal of advanced computer science and …, 2016 - pdfs.semanticscholar.org
It is important to study and analyse educational data especially students' performance.
Educational Data Mining (EDM) is the field of study concerned with mining educational data …
Educational Data Mining (EDM) is the field of study concerned with mining educational data …
[PDF][PDF] Heart diseases detection using Naive Bayes algorithm
K Vembandasamy, R Sasipriya, E Deepa - International Journal of …, 2015 - ijiset.com
Health care is an inevitable task to be done in human life. Health concern business has
become a notable field in the wide spread area of medical science. Health care industry …
become a notable field in the wide spread area of medical science. Health care industry …
Systematic ensemble model selection approach for educational data mining
A plethora of research has been done in the past focusing on predicting student's
performance in order to support their development. Many institutions are focused on …
performance in order to support their development. Many institutions are focused on …
Data mining: A prediction for performance improvement of engineering students using classification
Now-a-days the amount of data stored in educational database increasing rapidly. These
databases contain hidden information for improvement of students' performance …
databases contain hidden information for improvement of students' performance …
Analysis of educational data mining using classification
C Jalota, R Agrawal - … on Machine Learning, Big Data, Cloud …, 2019 - ieeexplore.ieee.org
Higher education institutions are often very curious to know about the success rate of the
students throughout their study. For this reason, they need to use several methods like …
students throughout their study. For this reason, they need to use several methods like …