Natalia Wojak-Strzelecka

According to our database, Natalia Wojak-Strzelecka authored at least 4 papers between 2024 and 2025.

Collaborative distances:

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

2025

Proposing Multi-perspective Approach for Detecting and Explaining Concepts Drifts in Evolving Data.

Natalia Wojak-Strzelecka, Antonio Guillén-Teruel, Szymon Bobek, Grzegorz J. Nalepa, José Palma, Juan A. Botía

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

Explainable Visual Anomaly Detection with Multimodal Models and Metadata-Augmented Prompts.

Natalia Wojak-Strzelecka, Szymon Bobek, Mehrdad Asadi, Ann Nowé, Krzysztof Kutt, José García Rodríguez, Grzegorz J. Nalepa

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

2024

Artificial Intelligence Approaches for Predictive Maintenance in the Steel Industry: A Survey.

Jakub Jakubowski, Natalia Wojak-Strzelecka, Rita P. Ribeiro, Sepideh Pashami, Szymon Bobek, João Gama, Grzegorz J. Nalepa

CoRR, 2024

Towards Differentiating Between Failures and Domain Shifts in Industrial Data Streams.

Natalia Wojak-Strzelecka, Szymon Bobek, Grzegorz J. Nalepa, Jerzy Stefanowski

Proceedings of Workshop on Embracing Human-Aware AI in Industry 5.0 (HAII5.0 2024) co-located with the 27th European Conference on Artificial Intelligence (ECAI 2024), 2024