Eduard Hogea

According to our database, Eduard Hogea authored at least 13 papers between 2022 and 2026.

Collaborative distances:

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

2026

From explanation to unsupervised segmentation: fusion of multiple explanation maps for vision transformers.

Eduard Hogea, Darian M. Onchis, Ana Coporan, Adina Magda Florea, Codruta Istin

Mach. Vis. Appl., January, 2026

Rule guided transformers for dynamic knowledge adaptation in rotating machinery fault diagnosis.

Eduard Hogea, Darian M. Onchis, Ruqiang Yan, Zheng Zhou

Adv. Eng. Informatics, 2026

ExDDV: A New Dataset for Explainable Deepfake Detection in Video.

Vlad Hondru, Eduard Hogea, Darian M. Onchis, Radu Tudor Ionescu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

Logic Meets Attention: A Neuro-symbolic Approach to Vibration Fault Detection (short paper).

Darian M. Onchis, Eduard Hogea

Proceedings of the 1st International Workshop on Advanced Neuro-Symbolic Applications co-located with the 28th European Conference on Artificial Intelligence (ECAI 2025), 2025

ViTXSEG: Vision Transformer for Medical Segmentation via Multi-Explainability Fusion.

Eduard Hogea, Darian M. Onchis, Ana Coporan, Adina Magda Florea, Codruta Istin

Proceedings of the International Workshop on Automotive and Medical Multimedia: Bridging the Gap Between Mobility and Healthcare, 2025

2024

ViTmiX: Vision Transformer Explainability Augmented by Mixed Visualization Methods.

Eduard Hogea, Darian M. Onchis, Ana Coporan, Adina Magda Florea, Codruta Istin

CoRR, 2024

Sisteme Hibride de Invatare Automata si Aplicatii.

Eduard Hogea, Darian M. Onchis

CoRR, 2024

The ethical situation of DALL-E 2.

Eduard Hogea, Josem Rocafortf

CoRR, 2024

FeTrIL++: Feature Translation for Exemplar-Free Class-Incremental Learning with Hill-Climbing.

Eduard Hogea, Adrian Popescu, Darian M. Onchis, Grégoire Petit

CoRR, 2024

Enhanced Anomaly Detection in Automotive Systems Using SAAD: Statistical Aggregated Anomaly Detection.

Dacian Goina, Eduard Hogea, George Maties

Proceedings of the 26th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2024

On Applying GraphLime for Trustworthy Diabet Prediction.

Flavia Costi, Darian M. Onchis, Codruta Istin, Adina Magda Florea, Eduard Hogea

Proceedings of the 26th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2024

2023

Neuro-symbolic model for cantilever beams damage detection.

Darian M. Onchis, Gilbert-Rainer Gillich, Eduard Hogea, Cristian Tufisi

Comput. Ind., October, 2023

2022

Advantages of a neuro-symbolic solution for monitoring IT infrastructures alerts.

Darian M. Onchis, Codruta Istin, Eduard Hogea

Proceedings of the 24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2022