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Voulgaris, Efstratios; Dimitriadis, Ilias; Giakatos, Dimitrios P.; Vakali, Athena; Papakonstantinou, Athanasios; Chatzigiannis, Dimitris

ENCOVIZ: An open-source, secure and multi-role energy consumption visualisation platform Proceedings


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Tsilingeridis, Odysseas; Moustaka, Vaia; Vakali, Athena

Design and development of a forecasting tool for the identification of new target markets by open time-series data and deep learning methods Journal Article

In: Applied Soft Computing, vol. 132, pp. 109843, 2023, ISSN: 1568-4946.

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Dimitriadis, Ilias; Gkalinikis, Nikolaos Virtsionis; Gkiouzelis, Nikolaos; Vakali, Athena; Athanasiadis, Christos; Baslis, Costas

HeartDIS: A Generalizable End-to-End Energy Disaggregation Pipeline Journal Article

In: Energies, vol. 16, no. 13, 2023, ISSN: 1996-1073.

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Lampridis, Orestis; Karanatsiou, Dimitra; Vakali, Athena

MANIFESTO: a huMAN-centric explaInable approach for FakE news spreaders deTectiOn Journal Article

In: Computing, vol. 104, no. 4, pp. 717-739, 2022, ISSN: 1436-5057.

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Paraskevas, Athanasios; Aletras, Dimitrios; Chrysopoulos, Antonios; Marinopoulos, Antonios; Doukas, Dimitrios I.

Optimal Management for EV Charging Stations: A Win–Win Strategy for Different Stakeholders Using Constrained Deep Q-Learning Journal Article

In: Energies, vol. 15, no. 7, 2022, ISSN: 1996-1073.

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Athanasiadis, Christos L.; Tsoumplekas, Georgios; Chrysopoulos, Antonios; Doukas, Dimitrios I.

Peak demand forecasting: A comparative analysis of state-of-the-art machine learning techniques Proceedings Article

In: 2022 2nd International Conference on Energy Transition in the Mediterranean Area (SyNERGY MED), pp. 1-6, 2022.

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Giakatos, Dimitrios P.; Kostoglou, Sofia; Sermpezis, Pavlos; Vakali, Athena

Benchmarking Graph Neural Networks for Internet Routing Data Proceedings Article

In: Proceedings of the 1st International Workshop on Graph Neural Networking, pp. 1–6, Association for Computing Machinery, 2022, ISBN: 9781450399333.

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Nogueira, Mateus; Bravo, Carlos; Menasché, Daniel; Spyropoulos, Thrasyvoulos; Sermpezis, Pavlos

Can Recommenders Compensate for Low QoS? Proceedings Article

In: GLOBECOM 2022 - 2022 IEEE Global Communications Conference, pp. 4185-4190, 2022.

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Poiitis, Marinos; Sermpezis, Pavlos; Vakali, Athena

Pointspectrum: Equivariance Meets Laplacian Filtering for Graph Representation Learning Proceedings Article

In: 2022 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), pp. 315-320, 2022.

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Athanasiadis, Christos; Doukas, Dimitrios; Papadopoulos, Theofilos; Chrysopoulos, Antonios

A Scalable Real-Time Non-Intrusive Load Monitoring System for the Estimation of Household Appliance Power Consumption Journal Article

In: Energies, vol. 14, no. 3, 2021, ISSN: 1996-1073.

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Athanasiadis, Christos L.; Papadopoulos, Theofilos A.; Doukas, Dimitrios I

Real-time non-intrusive load monitoring: A light-weight and scalable approach Journal Article

In: Energy and Buildings, vol. 253, pp. 111523, 2021, ISSN: 0378-7788.

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Athanasiadis, Christos L.; Doukas, Dimitrios I.; Papadopoulos, Theofilos A.; Barzegkar-Ntovom, Georgios A.

Real-Time Non-Intrusive Load Monitoring: A Machine-Learning Approach for Home Appliance Identification Proceedings Article

In: 2021 IEEE Madrid PowerTech, pp. 1-6, 2021.

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Dimitriadis, Ilias; Georgiou, Konstantinos; Vakali, Athena

Social Botomics: A Systematic Ensemble ML Approach for Explainable and Multi-Class Bot Detection Journal Article

In: Applied Sciences, vol. 11, no. 21, 2021, ISSN: 2076-3417.

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Kouvela, Maria; Dimitriadis, Ilias; Vakali, Athena

Bot-Detective: An Explainable Twitter Bot Detection Service with Crowdsourcing Functionalities Proceedings Article

In: Proceedings of the 12th International Conference on Management of Digital EcoSystems, pp. 55–63, Association for Computing Machinery, Virtual Event, United Arab Emirates, 2020, ISBN: 9781450381154.

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