TY  - GEN 
AU  - Ghahfarokhi, Anahita Farhang
AU  - Schäfer, Jörg
AU  - Wagner, Matthias F.
AU  - Dorronsoro Díaz, Bernabé
A4  - Ingeniería Informática
PY  - 2025
SN  - 2169-3536
UR  - http://hdl.handle.net/10498/39273
AB  - The time series classification problem is highly relevant in many important domains, such as industry, finance, and healthcare. It is a long-known problem that has been addressed by a plethora of mathematical algorithms, including deep learning...
LA  - eng
KW  - Artificial intelligence
KW  - attention mechanisms
KW  - classification
KW  - explainable artificial intelligence
KW  - fault detection
KW  - linear discriminant analysis
KW  - machine learning
KW  - transformer
KW  - wavelet transforms
KW  - wind turbines
TI  - Explainable Artificial Intelligence for Time Series Using Attention Mechanism: Application to Wind Turbine Fault Detection
DO  - 10.1109/ACCESS.2025.3621003
ER  -