Evangelos Karakolis

According to our database, Evangelos Karakolis authored at least 10 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

DeepTSF: Codeless machine learning operations for time series forecasting.

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

SoftwareX, 2024

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

A Unified Framework for Querying Dynamic and Semantic Data Sources.

Konstantinos Touloumis, Panagiotis Kapsalis, Elissaios Sarmas, Stathis Stamatopoulos, Evangelos Karakolis, Vaggelis 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

Identifying and Addressing Ethical Challenges in Recommender Systems.

Evangelos Karakolis, Panagiotis Foivos Oikonomidis, Dimitrios Askounis

Proceedings of the 13th International Conference on Information, 2022

An end-to-end approach for scalable real time Anomaly detection in smart buildings.

Evangelos Karakolis, Konstantinos Alexakis, Panagiotis Kapsalis, Spiros Mouzakitis, John E. Psarras

Proceedings of the 13th International Conference on Information, 2022

A Reasoning Engine Architecture for Building Energy Metadata Management.

Panagiotis Kapsalis, Georgios Kormpakis, Konstantinos A. Psilopanagiotis, Evangelos Karakolis, Spiros Mouzakitis, Dimitris Askounis

Proceedings of the 13th International Conference on Information, 2022

Intelligent Querying for Implementing Building Aggregation Pipelines.

Konstantinos Alexakis, Panagiotis Kapsalis, Zoi Mylona, Georgios Kormpakis, Evangelos Karakolis, Christos Ntanos, Dimitris Askounis

Proceedings of the 13th International Conference on Information, 2022