Evangelos Karakolis

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 12

Top Topics

Recommender Systems

Reasoning Engine

Top Venues

Publications

Sotiris Pelekis, Theodosios Pountridis, Georgios Kormpakis, George Lampropoulos, Evangelos Karakolis, Spiros Mouzakitis, Dimitris Askounis
DeepTSF: Codeless machine learning operations for time series forecasting. SoftwareX 27 (2024)
Sotiris Pelekis, Ioannis-Konstantinos Seisopoulos, Evangelos Spiliotis, Theodosios Pountridis, Evangelos Karakolis, Spiros Mouzakitis, Dimitris Askounis
A comparative assessment of deep learning models for day-ahead load forecasting: Investigating key accuracy drivers. CoRR (2023)
Konstantinos Touloumis, Panagiotis Kapsalis, Elissaios Sarmas, Stathis Stamatopoulos, Evangelos Karakolis, Vaggelis Marinakis
A Unified Framework for Querying Dynamic and Semantic Data Sources. IISA (2023)
Sotiris Pelekis, Evangelos Karakolis, Francisco Silva, Vasileios Schoinas, Spiros Mouzakitis, Georgios Kormpakis, Nuno Amaro, John E. Psarras
In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance. CoRR (2023)
Sotiris Pelekis, Angelos Pipergias, Evangelos Karakolis, Spiros Mouzakitis, Francesca Santori, Mohammad Ghoreishi, Dimitris Askounis
Towards a real-time demand response framework for smart communities using clustering techniques. CoRR (2023)
Sotiris Pelekis, Evangelos Karakolis, Theodosios Pountridis, Georgios Kormpakis, George Lampropoulos, Spiros Mouzakitis, Dimitris Askounis
DeepTSF: Codeless machine learning operations for time series forecasting. CoRR (2023)
Panagiotis Kapsalis, Georgios Kormpakis, Konstantinos A. Psilopanagiotis, Evangelos Karakolis, Spiros Mouzakitis, Dimitris Askounis
A Reasoning Engine Architecture for Building Energy Metadata Management. IISA (2022)
Evangelos Karakolis, Konstantinos Alexakis, Panagiotis Kapsalis, Spiros Mouzakitis, John E. Psarras
An end-to-end approach for scalable real time Anomaly detection in smart buildings. IISA (2022)
Evangelos Karakolis, Panagiotis Foivos Oikonomidis, Dimitrios Askounis
Identifying and Addressing Ethical Challenges in Recommender Systems. IISA (2022)
Georgios Kormpakis, Panagiotis Kapsalis, Konstantinos A. Psilopanagiotis, Sotiris Pelekis, Evangelos Karakolis, Haris Ch. Doukas
An Advanced Visualisation Engine with Role-Based Access Control for Building Energy Visual Analytics. IISA (2022)
Konstantinos Alexakis, Panagiotis Kapsalis, Zoi Mylona, Georgios Kormpakis, Evangelos Karakolis, Christos Ntanos, Dimitris Askounis
Intelligent Querying for Implementing Building Aggregation Pipelines. IISA (2022)
Sotiris Pelekis, Evangelos Karakolis, Francisco Silva, Vasileios Schoinas, Spiros Mouzakitis, Georgios Kormpakis, Nuno Amaro, John E. Psarras
In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance. IISA (2022)