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Results for “"Raisul Islam Rashu"”

4 results

Improving accuracy of students’ final grade prediction model using optimal equal width binning and synthetic minority over-sampling technique

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Syed Tanveer Jishan, Raisul Islam Rashu, Naheena Haque, Rashedur M. Rahman

Journal: Decision AnalyticsYear: 2015Citations: 168

Abstract There is a perpetual elevation in demand for higher education in the last decade all over the world; therefore, the need for improving the education system is imminent. Educational data mining is a newly-visible area in the field of data mining and it can be applied to better understanding ...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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Data mining approaches to predict final grade by overcoming class imbalance problem

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Raisul Islam Rashu, Naheena Haq, Rashedur M. Rahman

Year: 2014Citations: 31

Data mining approaches have been used in business purposes since its inception; however, at present it is used successfully in new and emerging areas like education systems. Government of Bangladesh emphasizes the need to improve the education system. In this research, we use data mining approaches ...

Physical SciencesComputer ScienceArtificial Intelligence
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Application of Optimum Binning Technique in Data Mining Approaches to Predict Students’ Final Grade in a Course

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Syed Tanveer Jishan, Raisul Islam Rashu, Ashfaq Mahmood, Fahad Billah et al.

Journal: Advances in intelligent systems and computingYear: 2014Citations: 9
Physical SciencesComputer ScienceComputer Science Applications
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Implementation of optimum binning, ensemble learning and re-sampling techniques to predict student's performance

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Raisul Islam Rashu, Syed Tanveer Jishan, Naheena Haq, Rashedur M. Rahman

Journal: International Journal of Knowledge Engineering and Soft Data ParadigmsYear: 2015Citations: 2

Educational data-mining is an emerging area of research that could extract useful information for the students as well as for the instructors. In this research, we explore data mining techniques that predict students' final grade. We validate our method by conducting experiments on data that are rel...

Physical SciencesComputer ScienceArtificial Intelligence
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