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Maria Tsiakmaki
Maria Tsiakmaki
Phd in the Department of Mathematics of the University of Patras, Greece.
Verified email at it.auth.gr
Title
Cited by
Cited by
Year
Implementing AutoML in Educational Data Mining for Prediction Tasks
M Tsiakmaki, G Kostopoulos, S Kotsiantis, O Ragos
Applied Sciences 10 (1), 90, 2020
1012020
Transfer Learning from Deep Neural Networks for Predicting Student Performance
M Tsiakmaki, G Kostopoulos, S Kotsiantis, O Ragos
Applied Sciences 10 (6), 2145, 2020
992020
Predicting University Students' Grades Based on Previous Academic Achievements
M Tsiakmaki, G Kostopoulos, G Koutsonikos, C Pierrakeas, S Kotsiantis, ...
2018 9th International Conference on Information, Intelligence, Systems and …, 2018
322018
Fuzzy-based active learning for predicting student academic performance using autoML: a step-wise approach
M Tsiakmaki, G Kostopoulos, S Kotsiantis, O Ragos
Journal of Computing in Higher Education 33 (3), 635-667, 2021
252021
Deep Dense Neural Network for Early Prediction of Failure-Prone Students
G Kostopoulos, M Tsiakmaki, S Kotsiantis, O Ragos
Machine Learning Paradigms, 291-306, 2020
102020
Fuzzy-based Active Learning for Predicting Student Academic Performance
M Tsiakmaki, G Kostopoulos, S Kotsiantis, O Ragos
Proceedings of the 6th International Conference on Engineering & MIS 2020, 1-6, 2020
82020
A Case Study of Interpretable Counterfactual Explanations for the Task of Predicting Student Academic Performance
M Tsiakmaki, O Ragos
2021 25th International Conference on Circuits, Systems, Communications and …, 2021
22021
Implementing the CROP Reference Architecture: The CROP Learning Object Editor.
M Tsiakmaki, C Hartonas
BCI (Local), 72, 2013
22013
Implementing the CROP reference architecture: the CROP learning service
M Tsiakmaki, C Hartonas
Proceedings of the 19th Panhellenic Conference on Informatics, 55-56, 2015
12015
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