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Stylianos Tsanakas
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2020 – today
- 2024
- [j3]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: 45-58 (2024) - 2023
- [j2]Georgios Stavropoulos, John Violos
, Stylianos Tsanakas
, Aris Leivadeas
:
Enabling Artificial Intelligent Virtual Sensors in an IoT Environment. Sensors 23(3): 1328 (2023) - [i1]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 abs/2302.05336 (2023) - 2022
- [j1]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: 109339 (2022) - 2021
- [c6]John Violos, Stylianos Tsanakas, Theodoros Theodoropoulos, Aris Leivadeas, Konstantinos Tserpes, Theodora A. Varvarigou:
Hypertuming GRU Neural Networks for Edge Resource Usage Prediction. ISCC 2021: 1-8 - [c5]Stylianos Tsanakas, Aroosa Hameed, John Violos, Aris Leivadeas:
An Innovative Neuro-Genetic Algorithm and Geometric Loss Function for Mobility Prediction. MobiWac 2021: 25-32 - [c4]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: 562-580 - 2020
- [c3]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: 67-74 - [c2]John Violos, Stylianos Tsanakas, Maro Androutsopoulou, Georgios Palaiokrassas, Theodora A. Varvarigou:
Next Position Prediction using LSTM Neural Networks. SETN 2020: 232-240
2010 – 2019
- 2019
- [c1]John Violos, Sotiris Pelekis
, Anastasis Berdelis, Stylianos Tsanakas, Konstantinos Tserpes
, Theodora A. Varvarigou:
Predicting Visitor Distribution for Large Events in Smart Cities. BigComp 2019: 1-8
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