A Preliminary Experimental Analysis on RateMyProfessors. - Byron J. Gao; Alexander Katrompas (IEEE BigData, 2020)

Enhancing LSTM Models with Self-attention and Stateful Training. - Alexander Katrompas; Vangelis Metsis (IntelliSys (1), 2021)

Recurrence and Self-attention vs the Transformer for Time-Series Classification: A Comparative Study. - Alexander Katrompas; Theodoros Ntakouris; Vangelis Metsis (AIME, 2022)

Temporal Attention Signatures for Interpretable Time-Series Prediction. - Alexander Katrompas; Vangelis Metsis (ICANN (6), 2023)

Many-to-Many Prediction for Effective Modeling of Frequent Label Transitions in Time Series. - Alexander Katrompas; Vangelis Metsis (PETRA, 2024)