Georgios I. Liapis

According to our database, Georgios I. Liapis authored at least 5 papers between 2023 and 2026.

Collaborative distances:

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

2026

Surrogate-based multi-objective optimisation via tree regression.

Artemis Tsochatzidi, Georgios I. Liapis, Francesca Cenci, Magdalini Aroniada, Lazaros G. Papageorgiou

Comput. Chem. Eng., 2026

2025

Interpretable optimisation-based approach for hyper-box classification.

Georgios I. Liapis, Sophia Tsoka, Lazaros G. Papageorgiou

Mach. Learn., March, 2025

Multi-target Tree Regression Approach for Surrogate-Based Optimisation.

Artemis Tsochatzidi, Georgios I. Liapis, Francesca Cenci, Magdalini Aroniada, Lazaros G. Papageorgiou

Proceedings of the Learning and Intelligent Optimization - 19th International Conference, 2025

2024

Optimisation-Based Classification Tree: A Game Theoretic Approach to Group Fairness.

Georgios I. Liapis, Lazaros G. Papageorgiou

Proceedings of the Optimization and Learning - 7th International Conference, 2024

2023

Hyper-box Classification Model Using Mathematical Programming.

Georgios I. Liapis, Lazaros G. Papageorgiou

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