Maria Tsiakmaki

Maria Tsiakmaki

Aristotle University of Thessaloniki - Thessaloniki / Greece
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 5172946
Αριστοτελείου Πανεπιστημίου Θεσσαλονίκης
person_outline Maria Tsiakmaki's MOST POPULAR ARTICLES
1-) Transfer Learning from Deep Neural Networks for Predicting Student PerformanceM Tsiakmaki, G Kostopoulos, S Kotsiantis, O RagosApplied Sciences 10 (6), 2145, 20201072020
2-) Implementing AutoML in Educational Data Mining for Prediction TasksM Tsiakmaki, G Kostopoulos, S Kotsiantis, O RagosApplied Sciences 10 (1), 90, 20201032020
3-) Predicting University Students\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\' Grades Based on Previous Academic AchievementsM Tsiakmaki, G Kostopoulos, G Koutsonikos, C Pierrakeas, S Kotsiantis, ...2018 9th International Conference on Information, Intelligence, Systems and …, 2018322018
4-) Fuzzy-based active learning for predicting student academic performance using autoML: a step-wise approachM Tsiakmaki, G Kostopoulos, S Kotsiantis, O RagosJournal of Computing in Higher Education 33 (3), 635-667, 2021302021
5-) Deep Dense Neural Network for Early Prediction of Failure-Prone StudentsG Kostopoulos, M Tsiakmaki, S Kotsiantis, O RagosMachine Learning Paradigms, 291-306, 2020142020