Alberto Mino Calero

Publications

Calero, Alberto Mino; Rasheed, Adil; Lekkas, Anastasios M.. (2024) An XAI Approach on the Capacity of Transformers to Learn Time Dependencies in Time Series Forecasting.
Academic chapter/article/Conference paper

Haugstvedt, Emil Johannesen; Calero, Alberto Mino; Lundby, Erlend Torje Berg; Rasheed, Adil; Gravdahl, Jan Tommy. (2023) A Comparative Study of Sparsity Promoting Techniques in Neural Network for Modeling Non-Linear Dynamics. IEEE Access
Academic article

Calero, Alberto Mino; Rasheed, Adil; Lekkas, Anastasios M.. (2025) ChronoSHAP: Revealing temporal patterns from transformers and LTSF-linear models in time series forecasting. Knowledge-Based Systems
Academic article
Haugstvedt, Emil Johannesen; Calero, Alberto Mino; Lundby, Erlend Torje Berg; Rasheed, Adil; Gravdahl, Jan Tommy. (2023) A Comparative Study of Sparsity Promoting Techniques in Neural Network for Modeling Non-Linear Dynamics. IEEE Access
Academic article

Calero, Alberto Mino; Rasheed, Adil; Lekkas, Anastasios M.. (2024) An XAI Approach on the Capacity of Transformers to Learn Time Dependencies in Time Series Forecasting.
Academic chapter/article/Conference paper

Academic lecture

Calero, Alberto Mino. (2024) An XAI Approach on the Capacity of Transformers to Learn Time Dependencies in Time Series Forecasting. First International Conference on Systems Explainability , Valencia 2024-11-17 - 2024-11-21