Alexey Zhukov

According to our database, Alexey Zhukov authored at least 7 papers between 2015 and 2024.

Collaborative distances:

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

2024

A Hybrid System for Defect Detection on Rail Lines through the Fusion of Object and Context Information.

Alexey Zhukov, Alain Rivero, Jenny Benois-Pineau, Akka Zemmari, Mohamed Mosbah

Sensors, February, 2024

Mean Opinion Score as a New Metric for User-Evaluation of XAI Methods.

Hyeon Yu, Jenny Benois-Pineau, Romain Bourqui, Romain Giot, Alexey Zhukov

Proceedings of the Pattern Recognition. ICPR 2024 International Workshops and Challenges, 2024

A Hybrid AI System for Fusion of Object and Context Information: Application to the Rail Line Defect Detection.

Alexey Zhukov, Jenny Benois-Pineau, Alain Rivero, Akka Zemmari, Mohamed Mosbah, Danilo Crispiani

Proceedings of the 21st International Conference on Content-Based Multimedia Indexing, 2024

2023

Evaluation of Explanation Methods of AI - CNNs in Image Classification Tasks with Reference-based and No-reference Metrics.

Alexey Zhukov, Jenny Benois-Pineau, Romain Giot

Adv. Artif. Intell. Mach. Learn., 2023

On the stability, correctness and plausibility of visual explanation methods based on feature importance.

Romain Xu-Darme, Jenny Benois-Pineau, Romain Giot, Georges Quénot, Zakaria Chihani, Marie-Christine Rousset, Alexey Zhukov

Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

2022

Reference-based and No-reference Metrics to Evaluate Explanation Methods of AI - CNNs in Image Classification Tasks.

Alexey Zhukov, Jenny Benois-Pineau, Romain Giot

CoRR, 2022

2015

Lightweight cryptography: modern development paradigms.

Alexey Zhukov

Proceedings of the 8th International Conference on Security of Information and Networks, 2015