Survey on Sound and Video Analysis Methods for Monitoring Face-to-Face Module Delivery. - Andreas E. Papadakis; Eleni Tsalera; Maria Samarakou (Int. J. Emerg. Technol. Learn., 2019)

Novel principal component analysis-based feature selection mechanism for classroom sound classification. - Eleni Tsalera; Andreas E. Papadakis; Maria Samarakou (Comput. Intell., 2021)

Comparison of Pre-Trained CNNs for Audio Classification Using Transfer Learning. - Eleni Tsalera; Andreas E. Papadakis; Maria Samarakou (J. Sens. Actuator Networks, 2021)

CNN-based Segmentation and Classification of Sound Streams under realistic conditions. - Eleni Tsalera; Andreas E. Papadakis; Maria Samarakou; Ioannis Voyiatzis (PCI, 2022)

Evaluation and Prediction of Resource Usage for multi-parametric Deep Learning training and inference. - Eleni Tsalera; Dimitrios Stratogiannis; Andreas E. Papadakis; Ioannis Voyiatzis; Maria Samarakou (PCI, 2023)