| Explainable ai: A review of machine learning interpretability methods P Linardatos, V Papastefanopoulos, S Kotsiantis Entropy 23 (1), 18, 2020 | 2672 | 2020 |
| COVID-19: a comparison of time series methods to forecast percentage of active cases per population V Papastefanopoulos, P Linardatos, S Kotsiantis Applied sciences 10 (11), 3880, 2020 | 219 | 2020 |
| Multivariate time-series forecasting: A review of deep learning methods in internet of things applications to smart cities V Papastefanopoulos, P Linardatos, T Panagiotakopoulos, S Kotsiantis Smart Cities 6 (5), 2519-2552, 2023 | 18 | 2023 |
| CO2 concentration forecasting in smart cities using a hybrid ARIMA–TFT model on multivariate time series IoT data P Linardatos, V Papastefanopoulos, T Panagiotakopoulos, S Kotsiantis Scientific reports 13 (1), 17266, 2023 | 16 | 2023 |
| Bitcoin price prediction combining data and text mining P Linardatos, S Kotsiantis Advances in Integrations of Intelligent Methods: Post-workshop volume of the …, 2020 | 14 | 2020 |
| Unsupervised outlier detection: a meta-learning algorithm based on feature selection V Papastefanopoulos, P Linardatos, S Kotsiantis Electronics 10 (18), 2236, 2021 | 7 | 2021 |
| The CURSOR Search and Rescue (SaR) Kit: an innovative solution for improving the efficiency of Urban SaR Operations. T Ristmae, DD Dionysiou, M Koutsokeras, A Douklias, E Ouzounoglou, ... ISCRAM, 867-880, 2021 | 7 | 2021 |
| Combining normalizing flows with decision trees for interpretable unsupervised outlier detection V Papastefanopoulos, P Linardatos, S Kotsiantis Engineering Applications of Artificial Intelligence 141, 109770, 2025 | | 2025 |
| Regressor cascading for time series forecasting P Linardatos, V Papastefanopoulos, S Kotsiantis Intelligent Decision Technologies 18 (2), 1139-1156, 2024 | | 2024 |
Sotiris KotsiantisAssociate Professor, Department of Mathematics, University of Patras, GreeceVerifisert e-postadresse på math.upatras.gr