Efthyvoulos Drousiotis

18 papers B 1C 2Journal 6Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Instant Runoff Voting on Graphs: Exclusion Zones and Distortion.
CoRR
Georgios Birmpas, Georgios Chionas, Efthyvoulos Drousiotis, Soodeh Habibi, Marios Mavronicolas, Pavlos G. Spirakis
2025 J jnl
A Massively Parallel SMC Sampler for Decision Trees.
Algorithms
Efthyvoulos Drousiotis, Alessandro Varsi, Alexander M. Phillips, Simon Maskell, Paul G. Spirakis
2025 — conf
A Shared Memory Optimal Parallel Redistribution Algorithm for SMC Samplers with Variable Size Samples.
LION (2)
Alessandro Varsi, Efthyvoulos Drousiotis, Paul G. Spirakis, Simon Maskell
2025 — conf
Adversarial Attacks on Trees: Size Matters.
AIAI (1)
Efthyvoulos Drousiotis, Soodeh Habibi, Alessandro Varsi, Simon Maskell, Paul G. Spirakis, Tom Lovett
2025 J jnl
Single MCMC chain parallelisation on decision trees.
Ann. Math. Artif. Intell.
Efthyvoulos Drousiotis, Paul G. Spirakis
2024 — conf
An SMC Sampler for Decision Trees with Enhanced Initial Proposal for Stochastic Metaheuristic Optimization.
LION
Efthyvoulos Drousiotis, Alessandro Varsi, Paul G. Spirakis, Simon Maskell
2024 — conf
Conditional Importance Resampling for an Enhanced Sequential Monte Carlo Sampler.
LION
Soodeh Habibi, Efthyvoulos Drousiotis, Alessandro Varsi, Simon Maskell, Robert E. Moore, Paul G. Spirakis
2023 C conf
A Shared Memory SMC Sampler for Decision Trees.
SBAC-PAD
Efthyvoulos Drousiotis, Alessandro Varsi, Paul G. Spirakis, Simon Maskell
2023 — conf
Bayesian Decision Trees Inspired from Evolutionary Algorithms.
LION
Efthyvoulos Drousiotis, Alexander M. Phillips, Paul G. Spirakis, Simon Maskell
2023 J jnl
Bayesian Decision Trees Inspired from Evolutionary Algorithms.
CoRR
Efthyvoulos Drousiotis, Alexander M. Phillips, Paul G. Spirakis, Simon Maskell
2023 J jnl
Parallel Approaches to Accelerate Bayesian Decision Trees.
CoRR
Efthyvoulos Drousiotis, Paul G. Spirakis, Simon Maskell
2023 — conf
Probabilistic Decision Trees for Predicting 12-Month University Students Likely to Experience Suicidal Ideation.
AIAI (1)
Efthyvoulos Drousiotis, Dan W. Joyce, Robert C. Dempsey, Alina Haines, Paul G. Spirakis, Lei Shi, Simon Maskell
2022 — conf
Balancing Fined-Tuned Machine Learning Models Between Continuous and Discrete Variables - A Comprehensive Analysis Using Educational Data.
AIED (1)
Efthyvoulos Drousiotis, Panagiotis Pentaliotis, Lei Shi, Alexandra I. Cristea
2022 C conf
Novel Decision Forest Building Techniques by Utilising Correlation Coefficient Methods.
EANN
Efthyvoulos Drousiotis, Lei Shi, Paul G. Spirakis, Simon Maskell
2022 — conf
Single MCMC Chain Parallelisation on Decision Trees.
LION
Efthyvoulos Drousiotis, Paul G. Spirakis
2022 J jnl
Single MCMC Chain Parallelisation on Decision Trees.
CoRR
Efthyvoulos Drousiotis, Paul G. Spirakis
2021 — conf
Capturing Fairness and Uncertainty in Student Dropout Prediction - A Comparison Study.
AIED (2)
Efthyvoulos Drousiotis, Panagiotis Pentaliotis, Lei Shi, Alexandra I. Cristea
2021 B conf
Early Predictor for Student Success Based on Behavioural and Demographical Indicators.
ITS
Efthyvoulos Drousiotis, Lei Shi, Simon Maskell