Eirini Troullinou

According to our database, Eirini Troullinou authored at least 6 papers between 2017 and 2024.

Collaborative distances:

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

2024

A Generative Neighborhood-Based Deep Autoencoder for Robust Imbalanced Classification.

Eirini Troullinou, Grigorios Tsagkatakis, Attila Losonczy, Panayiota Poirazi, Panagiotis Tsakalides

IEEE Trans. Artif. Intell., January, 2024

2023

Learning deep generative models for the enhancement of imbalanced signal classification

Eirini Troullinou

PhD thesis, 2023

A Generative Neighborhood-Based Deep Autoencoder with an Extended Loss Function for Robust Imbalanced Classification.

Eirini Troullinou, Grigorios Tsagkatakis, Attila Losonczy, Panayiota Poirazi, Panagiotis Tsakalides

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2021

Artificial Neural Networks in Action for an Automated Cell-Type Classification of Biological Neural Networks.

Eirini Troullinou, Grigorios Tsagkatakis, Spyridon Chavlis, Gergely F. Turi, Wen-Ke Li, Attila Losonczy, Panagiotis Tsakalides, Panayiota Poirazi

IEEE Trans. Emerg. Top. Comput. Intell., 2021

2020

Adversarial dictionary learning for a robust analysis and modelling of spontaneous neuronal activity.

Eirini Troullinou, Grigorios Tsagkatakis, Ganna Palagina, Maria Papadopouli, Stelios Manolis Smirnakis, Panagiotis Tsakalides

Neurocomputing, 2020

2017

Dictionary learning for spontaneous neural activity modeling.

Eirini Troullinou, Grigorios Tsagkatakis, Ganna Palagina, Maria Papadopouli, Stelios Manolis Smirnakis, Panagiotis Tsakalides

Proceedings of the 25th European Signal Processing Conference, 2017