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| 263369 | |
Jarosław Bernacki, Rafał Scherer*, Robert Nowicki*, Christian Napoli*, Wei Wei*, Sumit Hazra*
Spatio-temporal imputation of missing air quality data using a hybrid GCN-KAN model. W: Making ISD sustainable: reloaded with AI and automation (ISD2026 Proceedings), September 2-4, 2026, Prague / eds. M. Valenta [i in.]. Prague : Czech Technical University in Prague, [2026]. s. 1-5.
| 2026 | |
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| 263161 | |
| 2026 | |
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3
| 262814 | |
Jarosław Bernacki
Lightweight distance estimation from single images without camera intrinsics. International Journal of Wireless and Microwave Technologies 2026 vol. 16, nr 4, s. 346-362.
Priorytetowe Obszary Badawcze: 1
| 2026 | |
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4
| 262459 | |
Jarosław Bernacki, Rafał Scherer*
ViT-SpSH: a hybrid transformer-spectral head architecture for chromatic aberration detection and localization. W: Computational Science - ICCS 2026 Workshops : 26th International Conference, ICCS 2026, Hamburg, Germany, June 29-July 1, 2026 : Proceedings, Part II / eds. Maciej Paszynski, Amanda S. Barnard, Yongjie Jessica Zhang. Cham : Springer Nature Switzerland AG, cop. 2026. s. 413-427.
| 2026 | |
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5
| 262271 | |
Jarosław Bernacki, Izabela Sówka
Forecasting particulate matter concentrations with deep neural networks using meteorological data. Zeszyty Naukowe SGSP 2026 vol. 1, nr 98, s. 85-102.
Priorytetowe Obszary Badawcze: 1, 3
SDG03Dobre zdrowie i jakość życia
SDG11Zrównoważone miasta i społeczności
| 2026 | |
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6
| 260875 | 105021834526 |
Jarosław Bernacki*
Forecasting the particulate matter concentration using autoencoders. W: Artificial Intelligence and Soft Computing : 24th International Conference, ICAISC 2025 Zakopane, Poland, June 22–26, 2025. Proceedings, Part I / eds. Leszek Rutkowski [i in.]. Cham : Springer Nature Switzerland AG, cop. 2026. s. 3-14.
| 2026 | |
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7
| 260873 | 105022191889 |
Katarzyna Nieszporek*, Jarosław Bernacki*, Kelton A. P Costa*, Qiao Ke*, Wei Wei*
UAV forensics: Transformer-based identification of mobile devices for drone piloting. W: Artificial Intelligence and Soft Computing : 24th International Conference, ICAISC 2025 Zakopane, Poland, June 22–26, 2025. Proceedings, Part II / eds. Leszek Rutkowski [i in.]. Cham : Springer Nature Switzerland AG, cop. 2026. s. 355-363.
| 2026 | |
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8
| 259817 | 105026695217 |
Jarosław Bernacki
Particulate matter forecasting using hybrid autoencoders: the role of meteorological data. Annales Universitatis Mariae Curie-Skłodowska. Sectio B – Geographia, Geologia, Mineralogia et Petrographia 2025 vol. 80, s. 265-283.
| 2025 | |
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9
| 259814 | 105022448813 |
Jarosław Bernacki
A hybrid transformer and symbolic regression model for weather-dependent particulate matter forecasting in air quality management. Theoretical and Applied Climatology 2025 vol. 156, art. 662, s. 1-14.
| 2025 | |
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10
| 258271 | 105018917739 |
Jarosław Bernacki, Rafał Scherer*
A comprehensive review of data-driven techniques for air pollution concentration forecasting. Sensors 2025 vol. 25, nr 19, art. 6044, s. 1-49.
| 2025 | |
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