Alexander Katrompas

According to our database, Alexander Katrompas authored at least 5 papers between 2020 and 2024.

Collaborative distances:

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

2024

Many-to-Many Prediction for Effective Modeling of Frequent Label Transitions in Time Series.

Alexander Katrompas, Vangelis Metsis

Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

2023

Temporal Attention Signatures for Interpretable Time-Series Prediction.

Alexander Katrompas, Vangelis Metsis

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

2022

Recurrence and Self-attention vs the Transformer for Time-Series Classification: A Comparative Study.

Alexander Katrompas, Theodoros Ntakouris, Vangelis Metsis

Proceedings of the Artificial Intelligence in Medicine, 2022

2021

Enhancing LSTM Models with Self-attention and Stateful Training.

Alexander Katrompas, Vangelis Metsis

Proceedings of the Intelligent Systems and Applications, 2021

2020

A Preliminary Experimental Analysis on RateMyProfessors.

Byron J. Gao, Alexander Katrompas

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020