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Works (7)

The Big Data Value Chain for the Provision of AI-Enabled Energy Analytics Services

2024 | Book chapter
DOI: 10.1007/978-3-031-47909-0_2
Contributors: Konstantinos Touloumis; Evangelos Karakolis; Panagiotis Kapsalis; Sotiris Pelekis; Dimitris Askounis
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Trustworthy Artificial Intelligence in the Energy Sector: Landscape Analysis and Evaluation Framework

2024-06-24 | Conference paper
DOI: 10.1109/ICE/ITMC61926.2024.10794222
Contributors: Sotiris Pelekis; Evangelos Karakolis; George Lampropoulos; Spiros Mouzakitis; Ourania Markaki; Christos Ntanos; Dimitris Askounis
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Application and Evaluation of a Blockchain-Centric Platform for Smart Badge Accreditation in Higher Education Institutions

Applied Sciences
2024-06-14 | Journal article
DOI: 10.3390/app14125191
Contributors: Christos Kontzinos; Evangelos Karakolis; Panagiotis Kokkinakos; Stavros Skalidakis; Dimitris Askounis; John Psarras
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A comparative assessment of deep learning models for day-ahead load forecasting: Investigating key accuracy drivers

Sustainable Energy, Grids and Networks
2023-12 | Journal article
DOI: 10.1016/j.segan.2023.101171
Contributors: Sotiris Pelekis; Ioannis-Konstantinos Seisopoulos; Evangelos Spiliotis; Theodosios Pountridis; Evangelos Karakolis; Spiros Mouzakitis; Dimitris Askounis
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Transfer Learning for Day-Ahead Load Forecasting: A Case Study on European National Electricity Demand Time Series

Mathematics
2023-12-21 | Journal article
DOI: 10.3390/math12010019
Contributors: Alexandros Menelaos Tzortzis; Sotiris Pelekis; Evangelos Spiliotis; Evangelos Karakolis; Spiros Mouzakitis; John Psarras; Dimitris Askounis
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Bridging the Gap between Technological Education and Job Market Requirements through Data Analytics and Decision Support Services

Applied Sciences
2022-07-15 | Journal article
DOI: 10.3390/app12147139
Contributors: Evangelos Karakolis; Panagiotis Kapsalis; Stavros Skalidakis; Christos Kontzinos; Panagiotis Kokkinakos; Ourania Markaki; Dimitrios Askounis
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Provider Fairness for Diversity and Coverage in Multi-Stakeholder Recommender Systems

Applied Sciences
2022-05-14 | Journal article
DOI: 10.3390/app12104984
Contributors: Evangelos Karakolis; Panagiotis Kokkinakos; Dimitrios Askounis
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