Stylianos Tsanakas

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Artificial Intelligent

Top Venues

Future Gener. Comput. Syst.

Publications

Stylianos Tsanakas, Aroosa Hameed, John Violos, Aris Leivadeas
A light-weight edge-enabled knowledge distillation technique for next location prediction of multitude transportation means. Future Gener. Comput. Syst. 154 (2024)
Theodoros Theodoropoulos, John Violos, Stylianos Tsanakas, Aris Leivadeas, Konstantinos Tserpes, Theodora A. Varvarigou
Intelligent Proactive Fault Tolerance at the Edge through Resource Usage Prediction. CoRR (2023)
Georgios Stavropoulos, John Violos, Stylianos Tsanakas, Aris Leivadeas
Enabling Artificial Intelligent Virtual Sensors in an IoT Environment. Sensors 23 (3) (2023)
John Violos, Stylianos Tsanakas, Theodoros Theodoropoulos, Aris Leivadeas, Konstantinos Tserpes, Theodora A. Varvarigou
Intelligent Horizontal Autoscaling in Edge Computing using a Double Tower Neural Network. Comput. Networks 217 (2022)
John Violos, Stylianos Tsanakas, Theodoros Theodoropoulos, Aris Leivadeas, Konstantinos Tserpes, Theodora A. Varvarigou
Hypertuming GRU Neural Networks for Edge Resource Usage Prediction. ISCC (2021)
Stylianos Tsanakas, Aroosa Hameed, John Violos, Aris Leivadeas
An Innovative Neuro-Genetic Algorithm and Geometric Loss Function for Mobility Prediction. MobiWac (2021)
John Violos, Tita Pagoulatou, Stylianos Tsanakas, Konstantinos Tserpes, Theodora A. Varvarigou
Predicting Resource Usage in Edge Computing Infrastructures with CNN and a Hybrid Bayesian Particle Swarm Hyper-parameter Optimization Model. SAI (2) (2021)
John Violos, Evangelos Psomakelis, Dimitrios Danopoulos, Stylianos Tsanakas, Theodora A. Varvarigou
Using LSTM Neural Networks as Resource Utilization Predictors: The Case of Training Deep Learning Models on the Edge. GECON (2020)
John Violos, Stylianos Tsanakas, Maro Androutsopoulou, Georgios Palaiokrassas, Theodora A. Varvarigou
Next Position Prediction using LSTM Neural Networks. SETN (2020)
John Violos, Sotiris Pelekis, Anastasis Berdelis, Stylianos Tsanakas, Konstantinos Tserpes, Theodora A. Varvarigou
Predicting Visitor Distribution for Large Events in Smart Cities. BigComp (2019)