Παρακολούθηση
Maria Tsiakmaki
Maria Tsiakmaki
Phd in the Department of Mathematics of the University of Patras, Greece.
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα it.auth.gr
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
Transfer Learning from Deep Neural Networks for Predicting Student Performance
M Tsiakmaki, G Kostopoulos, S Kotsiantis, O Ragos
Applied Sciences 10 (6), 2145, 2020
1062020
Implementing AutoML in Educational Data Mining for Prediction Tasks
M Tsiakmaki, G Kostopoulos, S Kotsiantis, O Ragos
Applied Sciences 10 (1), 90, 2020
1032020
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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