Concepedia

Maria Tsiakmaki

MT

Statistics

Publications

5

Citations

294

H-Index

5

Active since

2018

Affiliations

University of Patras(Current)

Maria Tsiakmaki is an author at University of Patras specializing in education, educational data mining, and learner performance prediction.

Publications per year

2018–2021

5

Publications

5

Transfer Learning from Deep Neural Networks for Predicting Student Performance

Maria Tsiakmaki, Georgios Kostopoulos, Sotiris Kotsiantis et al. · Applied Sciences · 2020 · 124 citations · Full text

Education, Higher Education, Educational Data Mining +13

Implementing AutoML in Educational Data Mining for Prediction Tasks

Maria Tsiakmaki, Georgios Kostopoulos, Sotiris Kotsiantis et al. · Applied Sciences · 2019 · 104 citations · Full text

Education, Computer Science, Data Science +17

Fuzzy-based active learning for predicting student academic performance using autoML: a step-wise approach

Maria Tsiakmaki, Georgios Kostopoulos, Sotiris Kotsiantis et al. · Journal of Computing in Higher Education · 2021 · 29 citations

Education, Educational Technology, Higher Education +14

Predicting University Students' Grades Based on Previous Academic Achievements

Maria Tsiakmaki, Georgios Kostopoulos, Giannis Koutsonikos et al. · 2018 · 27 citations

Education, Educational Assessment, Higher Education +17

A Case Study of Interpretable Counterfactual Explanations for the Task of Predicting Student Academic Performance

Maria Tsiakmaki, O. Ragos · 2021 · 10 citations

Education, Computer Science, Educational Technology +15

1–5 of 5