A Machine Learning-Based Framework for Clustering Residential Electricity Load Profiles to Enhance Demand Response Programs. - Vasilis Michalakopoulos; Elissaios Sarmas; Ioannis Papias; Panagiotis Skaloumpakas; Vangelis Marinakis; Haris Ch. Doukas (CoRR, 2023)

Home Energy Management Systems: Challenges, Heterogeneity & Integration Architecture Towards A Smart City Ecosystem. - Georgios Kormpakis; Alexios Lekidis; Elissaios Sarmas; Ioannis Papias; Filippos Serepas; George Stravodimos; Vangelis Marinakis (ICE/ITMC, 2024)

Aggregated Flexibility Dynamic Forecasting of Residential Energy Prosumers for DR Programs. - Ioannis Papias; Vasilis Michalakopoulos; Elissaios Sarmas; Vangelis Marinakis (IISA, 2024)

A Comprehensive Approach to Real-Time and Batch Processing for Energy-Efficient IoT Homes: Leveraging Lambda Architecture and Data Lakes. - Filippos Serepas; Ioannis Papias; Nikolaos Bellos; Vangelis Marinakis (IISA, 2024)

A hyperparameter-space clustering methodology of residential electricity loads. - Vasilis Michalakopoulos; Ioannis Papias; Efstathios Sarantinopoulos; Elissaios Sarmas; Vangelis Marinakis; Dimitris Askounis (Appl. Soft Comput., 2025)