| Learning calibration functions on the fly: hybrid batch online stacking ensembles for the calibration of low-cost air quality sensor networks in the presence of concept drift E Bagkis, T Kassandros, K Karatzas Atmosphere 13 (3), 416, 2022 | 24 | 2022 |
| Analyzing and improving the performance of a particulate matter low cost air quality monitoring device E Bagkis, T Kassandros, M Karteris, A Karteris, K Karatzas Atmosphere 12 (2), 251, 2021 | 16 | 2021 |
| Particulate air pollution in the Copenhagen metro part 2: Low-cost sensors and micro-environment classification HS Russell, N Kappelt, D Fessa, LB Frederickson, E Bagkis, P Apostolidis, ... Environment International 170, 107645, 2022 | 8 | 2022 |
| Machine learning-assisted dispersion modelling based on genetic algorithm-driven ensembles: An application for road dust in Helsinki T Kassandros, E Bagkis, L Johansson, Y Kontos, KL Katsifarakis, ... Atmospheric Environment 307, 119818, 2023 | 6 | 2023 |
| Data Fusion for the Improvement of Low-Cost Air Quality Sensors T Kassandros, E Bagkis, K Karatzas International Technical Meeting on Air Pollution Modelling and its …, 2021 | 1 | 2021 |
| Estimation of Particulate Matter Levels in City Center Pedestrian Routes with the Aid of Low-Cost Sensors DD Plakotaris, T Kassandros, E Bagkis, K Karatzas Atmosphere 15 (8), 965, 2024 | | 2024 |
| Optimal Stacking Identification for the Machine Learning Assisted Improvement of Air Quality Dispersion Modeling in Operation E Bagkis, T Kassandros, L Johansson, A Karppinen, K Karatzas Environmental Informatics, 39-56, 2023 | | 2023 |
| Development of a Monitoring and Forecasting Air Quality Modelling System S Papadogiannaki, D Melas, N Liora, S Kontos, D Parliari, S Cheristanidis, ... 11th International Conference of the Balkan Physical Union, 207, 2023 | | 2023 |
| Remote sensing data analysis via machine learning for land use estimation in the Greater Thessaloniki Area, Greece P Katsalis, E Bagkis, K Karatzas EnviroInfo 2022, 155, 2022 | | 2022 |
| Distribution Guided Neural Disaggregation of PM10 and O3 Hourly Concentrations from Daily Statistics and Low-Cost Sensors E Bagkis, T Kassandros, K Karatzas IFIP International Conference on Artificial Intelligence Applications and …, 2022 | | 2022 |
Kostas KaratzasProfessor, School of Mechanical Engineering, Aristotle University of ThessalonikiVerified email at auth.gr
