Social media prediction: a literature review D Rousidis, P Koukaras, C Tjortjis Multimedia Tools and Applications 79 (9), 6279-6311, 2020 | 92 | 2020 |
Social media types: introducing a data driven taxonomy P Koukaras, C Tjortjis, D Rousidis Computing 102 (1), 295-340, 2020 | 62 | 2020 |
Stock market prediction using microblogging sentiment analysis and machine learning P Koukaras, C Nousi, C Tjortjis Telecom 3 (2), 358-378, 2022 | 43 | 2022 |
Social media analytics, types and methodology P Koukaras, C Tjortjis Machine Learning Paradigms: Applications of Learning and Analytics in …, 2019 | 30 | 2019 |
A tri-layer optimization framework for day-ahead energy scheduling based on cost and discomfort minimization P Koukaras, P Gkaidatzis, N Bezas, T Bragatto, F Carere, F Santori, ... Energies 14 (12), 3599, 2021 | 24 | 2021 |
Introducing a novel approach in one-step ahead energy load forecasting P Koukaras, N Bezas, P Gkaidatzis, D Ioannidis, D Tzovaras, C Tjortjis Sustainable Computing: Informatics and Systems 32, 100616, 2021 | 22 | 2021 |
Mining association rules from COVID-19 related twitter data to discover word patterns, topics and inferences P Koukaras, C Tjortjis, D Rousidis Information Systems 109, 102054, 2022 | 21 | 2022 |
Energy generation forecasting: elevating performance with machine and deep learning A Mystakidis, E Ntozi, K Afentoulis, P Koukaras, P Gkaidatzis, D Ioannidis, ... Computing 105 (8), 1623-1645, 2023 | 18 | 2023 |
An interdisciplinary approach on efficient virtual microgrid to virtual microgrid energy balancing incorporating data preprocessing techniques P Koukaras, C Tjortjis, P Gkaidatzis, N Bezas, D Ioannidis, D Tzovaras Computing 104 (1), 209-250, 2022 | 17 | 2022 |
A semi-supervised learning approach for complex information networks P Koukaras, C Berberidis, C Tjortjis Intelligent Data Communication Technologies and Internet of Things …, 2021 | 12 | 2021 |
Forecasting and prevention mechanisms using social media in health care P Koukaras, D Rousidis, C Tjortjis Advanced Computational Intelligence in Healthcare-7: Biomedical Informatics …, 2020 | 12 | 2020 |
Social media sentiment analysis related to COVID-19 vaccines: case studies in English and Greek language E Kapoteli, P Koukaras, C Tjortjis IFIP International Conference on Artificial Intelligence Applications and …, 2022 | 11 | 2022 |
Predicting covid-19 ICU needs using deep learning, XGBoost and random forest regression with the sliding window technique A Mystakidis, N Stasinos, A Kousis, V Sarlis, P Koukaras, D Rousidis, ... IEEE Smart Cities, 1-6, 2021 | 11 | 2021 |
Proactive buildings: A prescriptive maintenance approach P Koukaras, A Dimara, S Herrera, N Zangrando, S Krinidis, D Ioannidis, ... IFIP International Conference on Artificial Intelligence Applications and …, 2022 | 8 | 2022 |
One step ahead energy load forecasting: A multi-model approach utilizing machine and deep learning A Mystakidis, E Ntozi, K Afentoulis, P Koukaras, G Giannopoulos, N Bezas, ... 2022 57th International universities power engineering conference (UPEC), 1-6, 2022 | 7 | 2022 |
Exploiting textual information for fake news detection DP Kasseropoulos, P Koukaras, C Tjortjis International Journal of Neural Systems 32 (12), 2250058, 2022 | 6 | 2022 |
Mining data to deal with epidemics: case studies to demonstrate real world AI applications C Nousi, P Belogianni, P Koukaras, C Tjortjis Handbook of Artificial Intelligence in Healthcare: Vol. 1-Advances and …, 2022 | 6 | 2022 |
Social media sentiment analysis related to COVID-19 vaccinations E Kapoteli, V Chouliara, P Koukaras, C Tjortjis Artificial Intelligence and Machine Learning for Healthcare: Vol. 2 …, 2022 | 5 | 2022 |
Energy load forecasting: One-step ahead hybrid model utilizing ensembling N Tsalikidis, A Mystakidis, C Tjortjis, P Koukaras, D Ioannidis Computing 106 (1), 241-273, 2024 | 4 | 2024 |
An introduction to information network modeling capabilities, utilizing graphs P Koukaras, D Rousidis, C Tjortjis Research Conference on Metadata and Semantics Research, 134-140, 2020 | 4 | 2020 |