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Pritthijit Nath
Pritthijit Nath
MRes + PhD AI4ER CDT, University of Cambridge
Adresse e-mail validée de cam.ac.uk - Page d'accueil
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Long-term time-series pollution forecast using statistical and deep learning methods
P Nath, P Saha, AI Middya, S Roy
Neural Computing and Applications 33 (19), 12551-12570, 2021
682021
Hybrid learning model for spatio-temporal forecasting of PM using aerosol optical depth
P Nath, B Roy, P Saha, AI Middya, S Roy
Neural Computing and Applications 34 (23), 21367–21386, 2022
52022
Forecasting tropical cyclones with cascaded diffusion models
P Nath, P Shukla, S Wang, C Quilodrán-Casas
2024 ICLR Workshop on Tackling Climate Change with Machine Learning, 2024
42024
Improving temporal predictions through time-series labeling using matrix profile and motifs
P Saha, P Nath, AI Middya, S Roy
Neural Computing and Applications 34 (16), 13169-13185, 2022
22022
Cloud native remote monitoring data ecosystem for aging population based on commercial AAL sensors
K Wang, P Nath, J Kaur, S Cao, PP Morita
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
12023
Empirical assessment of transformer-based neural network architecture in forecasting pollution trends
P Nath, AI Middya, S Roy
International Journal of Data Science and Analytics, 1-17, 2023
12023
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