Efthyvoulos Drousiotis

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 11

Top Topics

Bayesian Decision

Machine Learning Models

Top Venues

Publications

Efthyvoulos Drousiotis, Dan W. Joyce, Robert C. Dempsey, Alina Haines, Paul G. Spirakis, Lei Shi, Simon Maskell
Probabilistic Decision Trees for Predicting 12-Month University Students Likely to Experience Suicidal Ideation. AIAI (1) (2023)
Efthyvoulos Drousiotis, Alessandro Varsi, Paul G. Spirakis, Simon Maskell
A Shared Memory SMC Sampler for Decision Trees. SBAC-PAD (2023)
Efthyvoulos Drousiotis, Paul G. Spirakis, Simon Maskell
Parallel Approaches to Accelerate Bayesian Decision Trees. CoRR (2023)
Efthyvoulos Drousiotis, Alexander M. Phillips, Paul G. Spirakis, Simon Maskell
Bayesian Decision Trees Inspired from Evolutionary Algorithms. LION (2023)
Efthyvoulos Drousiotis, Alexander M. Phillips, Paul G. Spirakis, Simon Maskell
Bayesian Decision Trees Inspired from Evolutionary Algorithms. CoRR (2023)
Efthyvoulos Drousiotis, Paul G. Spirakis
Single MCMC Chain Parallelisation on Decision Trees. CoRR (2022)
Efthyvoulos Drousiotis, Panagiotis Pentaliotis, Lei Shi, Alexandra I. Cristea
Balancing Fined-Tuned Machine Learning Models Between Continuous and Discrete Variables - A Comprehensive Analysis Using Educational Data. AIED (1) (2022)
Efthyvoulos Drousiotis, Lei Shi, Paul G. Spirakis, Simon Maskell
Novel Decision Forest Building Techniques by Utilising Correlation Coefficient Methods. EANN (2022)
Efthyvoulos Drousiotis, Paul G. Spirakis
Single MCMC Chain Parallelisation on Decision Trees. LION (2022)
Efthyvoulos Drousiotis, Panagiotis Pentaliotis, Lei Shi, Alexandra I. Cristea
Capturing Fairness and Uncertainty in Student Dropout Prediction - A Comparison Study. AIED (2) (2021)
Efthyvoulos Drousiotis, Lei Shi, Simon Maskell
Early Predictor for Student Success Based on Behavioural and Demographical Indicators. ITS (2021)