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Prediction of students’ graduation time using a two-level classification algorithm |
V. Tampakas, I.E. Livieris, E. Pintelas, N. Karacapilidis and P. Pintelas. Prediction of students’ graduation time using a two-level classification algorithm. In IEEE 1st International Conference on Technology and Innovation in Learning, Teaching and Education, 2018.
Abstract - During the last decades, higher educational institutes have managed to accumulate a large volume of data about their students' characteristics and performance. Machine learning techniques offer a first step and a helping hand in extracting useful information from these data and gaining insights into the prediction of students' progress and performance. In this work, we present a two-level classification algorithm for |