Predicting Visitor Distribution for Large Events in Smart Cities. - John Violos; Sotiris Pelekis; Anastasis Berdelis; Stylianos Tsanakas; Konstantinos Tserpes; Theodora A. Varvarigou (BigComp, 2019)

Using LSTM Neural Networks as Resource Utilization Predictors: The Case of Training Deep Learning Models on the Edge. - John Violos; Evangelos Psomakelis; Dimitrios Danopoulos; Stylianos Tsanakas; Theodora A. Varvarigou (GECON, 2020)

Next Position Prediction using LSTM Neural Networks. - John Violos; Stylianos Tsanakas; Maro Androutsopoulou; Georgios Palaiokrassas; Theodora A. Varvarigou (SETN, 2020)

Hypertuming GRU Neural Networks for Edge Resource Usage Prediction. - John Violos; Stylianos Tsanakas; Theodoros Theodoropoulos; Aris Leivadeas; Konstantinos Tserpes; Theodora A. Varvarigou (ISCC, 2021)

An Innovative Neuro-Genetic Algorithm and Geometric Loss Function for Mobility Prediction. - Stylianos Tsanakas; Aroosa Hameed; John Violos; Aris Leivadeas (MobiWac, 2021)

Predicting Resource Usage in Edge Computing Infrastructures with CNN and a Hybrid Bayesian Particle Swarm Hyper-parameter Optimization Model. - John Violos; Tita Pagoulatou; Stylianos Tsanakas; Konstantinos Tserpes; Theodora A. Varvarigou (SAI (2), 2021)

Intelligent Horizontal Autoscaling in Edge Computing using a Double Tower Neural Network. - John Violos; Stylianos Tsanakas; Theodoros Theodoropoulos; Aris Leivadeas; Konstantinos Tserpes; Theodora A. Varvarigou (Comput. Networks, 2022)

Intelligent Proactive Fault Tolerance at the Edge through Resource Usage Prediction. - Theodoros Theodoropoulos; John Violos; Stylianos Tsanakas; Aris Leivadeas; Konstantinos Tserpes; Theodora A. Varvarigou (CoRR, 2023)

Enabling Artificial Intelligent Virtual Sensors in an IoT Environment. - Georgios Stavropoulos; John Violos; Stylianos Tsanakas; Aris Leivadeas (Sensors, 2023)

A light-weight edge-enabled knowledge distillation technique for next location prediction of multitude transportation means. - Stylianos Tsanakas; Aroosa Hameed; John Violos; Aris Leivadeas (Future Gener. Comput. Syst., 2024)