Zoumpolia Dikopoulou

According to our database, Zoumpolia Dikopoulou authored at least 5 papers between 2020 and 2023.

Collaborative distances:

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

2023

Explainability as the key ingredient for AI adoption in Industry 5.0 settings.

Carlos Agostinho, Zoumpolia Dikopoulou, Eleni Lavasa, Konstantinos Perakis, Stamatis Pitsios, Rui Branco, Sangeetha Reji, Jonas Hetterich, Evmorfia Biliri, Fenareti Lampathaki, Silvia Rodríguez Del Rey, Vasileios Gkolemis

Frontiers Artif. Intell., February, 2023

Towards Explainable AI Validation in Industry 4.0: A Fuzzy Cognitive Map-based Evaluation Framework for Assessing Business Value.

Zoumpolia Dikopoulou, Eleni Lavasa, Sergi Perez-Castanos, David Monzo, Serafeim P. Moustakidis

Proceedings of the IEEE International Conference on Engineering, Technology and Innovation, 2023

Explainable AI in Manufacturing: an Analysis of Transparency and Interpretability Methods for the XMANAI Platform.

Rui Branco, Carlos Agostinho, Sergio Gusmeroli, Eleni Lavasa, Zoumpolia Dikopoulou, David Monzo, Fenareti Lampathaki

Proceedings of the IEEE International Conference on Engineering, Technology and Innovation, 2023

2021

GLIME: A new graphical methodology for interpretable model-agnostic explanations.

Zoumpolia Dikopoulou, Serafeim P. Moustakidis, Patrik Karlsson

CoRR, 2021

2020

Modeling and simulating complex business perceptions using graphical models and fuzzy cognitive maps.

Zoumpolia Dikopoulou

PhD thesis, 2020