Efthyvoulos Drousiotis

According to our database, Efthyvoulos Drousiotis authored at least 12 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Single MCMC chain parallelisation on decision trees.

Efthyvoulos Drousiotis, Paul G. Spirakis

Ann. Math. Artif. Intell., February, 2025

Adversarial Attacks on Trees: Size Matters.

Efthyvoulos Drousiotis, Soodeh Habibi, Alessandro Varsi, Simon Maskell, Paul G. Spirakis, Tom Lovett

Proceedings of the Artificial Intelligence Applications and Innovations, 2025

2024

Conditional Importance Resampling for an Enhanced Sequential Monte Carlo Sampler.

Soodeh Habibi, Efthyvoulos Drousiotis, Alessandro Varsi, Simon Maskell, Robert E. Moore, Paul G. Spirakis

Proceedings of the Learning and Intelligent Optimization - 18th International Conference, 2024

An SMC Sampler for Decision Trees with Enhanced Initial Proposal for Stochastic Metaheuristic Optimization.

Efthyvoulos Drousiotis, Alessandro Varsi, Paul G. Spirakis, Simon Maskell

Proceedings of the Learning and Intelligent Optimization - 18th International Conference, 2024

2023

Parallel Approaches to Accelerate Bayesian Decision Trees.

Efthyvoulos Drousiotis, Paul G. Spirakis, Simon Maskell

CoRR, 2023

A Shared Memory SMC Sampler for Decision Trees.

Efthyvoulos Drousiotis, Alessandro Varsi, Paul G. Spirakis, Simon Maskell

Proceedings of the 35th IEEE International Symposium on Computer Architecture and High Performance Computing, 2023

Bayesian Decision Trees Inspired from Evolutionary Algorithms.

Efthyvoulos Drousiotis, Alexander M. Phillips, Paul G. Spirakis, Simon Maskell

Proceedings of the Learning and Intelligent Optimization - 17th International Conference, 2023

Probabilistic Decision Trees for Predicting 12-Month University Students Likely to Experience Suicidal Ideation.

Efthyvoulos Drousiotis, Dan W. Joyce, Robert C. Dempsey, Alina Haines, Paul G. Spirakis, Lei Shi, Simon Maskell

Proceedings of the Artificial Intelligence Applications and Innovations, 2023

2022

Novel Decision Forest Building Techniques by Utilising Correlation Coefficient Methods.

Efthyvoulos Drousiotis, Lei Shi, Paul G. Spirakis, Simon Maskell

Proceedings of the Engineering Applications of Neural Networks, 2022

Balancing Fined-Tuned Machine Learning Models Between Continuous and Discrete Variables - A Comprehensive Analysis Using Educational Data.

Efthyvoulos Drousiotis, Panagiotis Pentaliotis, Lei Shi, Alexandra I. Cristea

Proceedings of the Artificial Intelligence in Education - 23rd International Conference, 2022

2021

Early Predictor for Student Success Based on Behavioural and Demographical Indicators.

Efthyvoulos Drousiotis, Lei Shi, Simon Maskell

Proceedings of the Intelligent Tutoring Systems - 17th International Conference, 2021

Capturing Fairness and Uncertainty in Student Dropout Prediction - A Comparison Study.

Efthyvoulos Drousiotis, Panagiotis Pentaliotis, Lei Shi, Alexandra I. Cristea

Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021