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Efthyvoulos Drousiotis
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Student engagement, learning environments and the COVID-19 pandemic: A comparison between psychology and engineering undergraduate students in the UK
M Limniou, N Sedghi, D Kumari, E Drousiotis
Education Sciences 12 (10), 671, 2022
202022
Capturing fairness and uncertainty in student dropout prediction–a comparison study
E Drousiotis, P Pentaliotis, L Shi, AI Cristea
International Conference on Artificial Intelligence in Education, 139-144, 2021
152021
Early predictor for student success based on behavioural and demographical indicators
E Drousiotis, L Shi, S Maskell
Intelligent Tutoring Systems: 17th International Conference, ITS 2021 …, 2021
92021
Single MCMC chain parallelisation on decision trees
E Drousiotis, P Spirakis
Annals of Mathematics and Artificial Intelligence, 1-14, 2023
42023
Parallel approaches to accelerate bayesian decision trees
E Drousiotis, PG Spirakis, S Maskell
arXiv preprint arXiv:2301.09090, 2023
32023
Balancing fined-tuned machine learning models between continuous and discrete variables-a comprehensive analysis using educational data
E Drousiotis, P Pentaliotis, L Shi, AI Cristea
International Conference on Artificial Intelligence in Education, 256-268, 2022
32022
Probabilistic decision trees for predicting 12-month university students likely to experience suicidal ideation
E Drousiotis, DW Joyce, RC Dempsey, A Haines, PG Spirakis, L Shi, ...
IFIP International Conference on Artificial Intelligence Applications and …, 2023
22023
A Shared Memory SMC Sampler for Decision Trees
E Drousiotis, A Varsi, PG Spirakis, S Maskell
2023 IEEE 35th International Symposium on Computer Architecture and High …, 2023
2023
Bayesian Decision Trees Inspired from Evolutionary Algorithms
E Drousiotis, AM Phillips, PG Spirakis, S Maskell
International Conference on Learning and Intelligent Optimization, 318-331, 2023
2023
Novel Decision Forest Building Techniques by Utilising Correlation Coefficient Methods
E Drousiotis, L Shi, PG Spirakis, S Maskell
International Conference on Engineering Applications of Neural Networks, 90-102, 2022
2022
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