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Soukaina Hakkal
Institution:
Université Ibn-Tofail
Observed institution:
Université Ibn-Tofail
ORCID:
0000-0001-5877-818X
Observed ORCID:
0000-0001-5877-818X
OpenAlex ID:
A5092128636
XGBoost To Enhance Learner Performance Prediction
2024
·
Soukaina Hakkal
, Ayoub Ait Lahcen
·
Computers and Education Artificial Intelligence
·
176
An Overview of Adaptive Learning Fee-based Platforms
2021
·
Soukaina Hakkal
, Ayoub Ait Lahcen
·
International Conference on Big Data, Modelling and Machine Learning (BML)
·
17
Leveraging graph neural network for learner performance prediction
2025
·
Soukaina Hakkal
, Ayoub Ait Lahcen
·
Expert Systems with Applications
·
15
A Comparative Study of Adaptative Learning Algorithms for Students’ Performance Prediction: Application in a Moroccan University Computer Science Course
2023
·
Mariam Arkiza
, Soukaina Hakkal
, et al.
·
Lecture notes in networks and systems
·
4
Addressing the Learning Gap with Adaptive Learning
2025
·
Soukaina Hakkal
, Ayoub Ait Lahcen
·
Springer eBooks
·
3
A Generalizable Approach for Learner Performance Prediction Using GraphSAGE Neural Networks
2026
·
Soukaina Hakkal
, Ayoub Ait Lahcen
·
IGI Global eBooks
·
1
FER-XGBoost: A Hybrid Approach for Fast and Accurate Learner Performance Prediction
2026
·
Ismail Menyani
, Soukaina Hakkal
, et al.
·
Algorithms
Extended LSTM to Enhance Learner Performance Prediction
2026
·
Adel Ihichr
, Soukaina Hakkal
, et al.
·
Algorithms
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Works count:
8
Citation count:
216
H-index:
4
I10-index:
3
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