Sotiris Pelekis

According to our database, Sotiris Pelekis authored at least 11 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Data-driven building energy efficiency prediction based on envelope heat losses using physics-informed neural networks.

Vasilis Michalakopoulos, Sotiris Pelekis, Giorgos Kormpakis, Vagelis Karakolis, Spiros Mouzakitis, Dimitris Askounis

CoRR, 2023

Transfer learning for day-ahead load forecasting: a case study on European national electricity demand time series.

Alexandros-Menelaos Tzortzis, Sotiris Pelekis, Evangelos Spiliotis, Spiros Mouzakitis, John E. Psarras, Dimitris Askounis

CoRR, 2023

DeepTSF: Codeless machine learning operations for time series forecasting.

Sotiris Pelekis, Evangelos Karakolis, Theodosios Pountridis, Georgios Kormpakis, George Lampropoulos, Spiros Mouzakitis, Dimitris Askounis

CoRR, 2023

Towards a real-time demand response framework for smart communities using clustering techniques.

Sotiris Pelekis, Angelos Pipergias, Evangelos Karakolis, Spiros Mouzakitis, Francesca Santori, Mohammad Ghoreishi, Dimitris Askounis

CoRR, 2023

A comparative assessment of deep learning models for day-ahead load forecasting: Investigating key accuracy drivers.

Sotiris Pelekis, Ioannis-Konstantinos Seisopoulos, Evangelos Spiliotis, Theodosios Pountridis, Evangelos Karakolis, Spiros Mouzakitis, Dimitris Askounis

CoRR, 2023

Energy Sector Digitilisation: A Security Framework Application for Role-Based Access Management.

Georgios Kormpakis, Panagiotis Kapsalis, Konstantinos Alexakis, Zoi Mylona, Sotiris Pelekis, Vangelis Marinakis

Proceedings of the 14th International Conference on Information, 2023

2022

In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance.

Sotiris Pelekis, Evangelos Karakolis, Francisco Silva, Vasileios Schoinas, Spiros Mouzakitis, Georgios Kormpakis, Nuno Amaro, John E. Psarras

Proceedings of the 13th International Conference on Information, 2022

An Advanced Visualisation Engine with Role-Based Access Control for Building Energy Visual Analytics.

Georgios Kormpakis, Panagiotis Kapsalis, Konstantinos A. Psilopanagiotis, Sotiris Pelekis, Evangelos Karakolis, Haris Ch. Doukas

Proceedings of the 13th International Conference on Information, 2022

2021

A-DEMO: ATT&CK Documentation, Emulation and Mitigation Operations: Deploying and Documenting Realistic Cyberattack Scenarios - A Rootkit Case Study.

Stylianos Karagiannis, Alexandros Tokatlis, Sotiris Pelekis, Michael Kontoulis, George Doukas, Christos Ntanos, Emmanouil Magkos

Proceedings of the PCI 2021: 25th Pan-Hellenic Conference on Informatics, Volos, Greece, November 26, 2021

2020

Investigation of Common Big Data Analytics and Decision-Making Requirements Across Diverse Precision Agriculture and Livestock Farming Use Cases.

Spiros Mouzakitis, Giannis Tsapelas, Sotiris Pelekis, Simos Ntanopoulos, Dimitris Askounis, Sjoukje A. Osinga, Ioannis N. Athanasiadis

Proceedings of the Environmental Software Systems. Data Science in Action, 2020

2019

Predicting Visitor Distribution for Large Events in Smart Cities.

John Violos, Sotiris Pelekis, Anastasis Berdelis, Stylianos Tsanakas, Konstantinos Tserpes, Theodora A. Varvarigou

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019