Segui
Sahara Ali
Titolo
Citata da
Citata da
Anno
Sea ice forecasting using attention-based ensemble lstm
S Ali, Y Huang, X Huang, J Wang
arXiv preprint arXiv:2108.00853, 2021
232021
Multi-task deep learning based spatiotemporal arctic sea ice forecasting
E Kim, P Kruse, S Lama, J Bourne, M Hu, S Ali, Y Huang, J Wang
2021 IEEE International Conference on Big Data (Big Data), 1847-1857, 2021
142021
Quantifying causes of arctic amplification via deep learning based time-series causal inference
S Ali, O Faruque, Y Huang, MO Gani, A Subramanian, NJ Schlegel, ...
2023 International Conference on Machine Learning and Applications (ICMLA …, 2023
102023
Mt-icenet-a spatial and multi-temporal deep learning model for arctic sea ice forecasting
S Ali, J Wang
2022 IEEE/ACM International Conference on Big Data Computing, Applications …, 2022
102022
Deep multi-sensor domain adaptation on active and passive satellite remote sensing data
X Huang, S Ali, S Purushotham, J Wang, C Wang, Z Zhang
1st KDD Workshop on Deep Learning for Spatiotemporal Data, Applications, and …, 2020
92020
Deep domain adaptation based cloud type detection using active and passive satellite data
X Huang, S Ali, C Wang, Z Ning, S Purushotham, J Wang, Z Zhang
2020 IEEE International Conference on Big Data (Big Data), 1330-1337, 2020
82020
Predicting september arctic sea ice: A multimodel seasonal skill comparison
M Bushuk, S Ali, DA Bailey, Q Bao, L Batté, US Bhatt, ...
Bulletin of the American Meteorological Society 105 (7), E1170-E1203, 2024
72024
Causality for Earth Science--A Review on Time-series and Spatiotemporal Causality Methods
S Ali, U Hasan, X Li, O Faruque, A Sampath, Y Huang, MO Gani, J Wang
arXiv preprint arXiv:2404.05746, 2024
52024
AI for sea ice forecasting
S Ali, Y Huang, J Wang
Artificial intelligence in earth science, 41-58, 2023
52023
Benchmarking probabilistic machine learning models for arctic sea ice forecasting
S Ali, SAM Mostafa, X Li, S Khanjani, J Wang, J Foulds, V Janeja
IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022
42022
Estimating direct and indirect causal effects of spatiotemporal interventions in presence of spatial interference
S Ali, O Faruque, J Wang
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2024
32024
Ts-causalnn: Learning temporal causal relations from non-linear non-stationary time series data
O Faruque, S Ali, X Zheng, J Wang
arXiv preprint arXiv:2404.01466, 2024
22024
Incorporating Causality with Deep Learning in Predicting Short-Term and Seasonal Sea Ice
E Hossain, S Ali, Y Huang, N Schlegel, J Wang, A Subramanian, MO Gani
12024
Integrating Fourier Transform and Residual Learning for Arctic Sea Ice Forecasting
L Lapp, S Ali, J Wang
2023 International Conference on Machine Learning and Applications (ICMLA …, 2023
12023
Tutorial on Causal Inference with Spatiotemporal Data
S Ali, J Wang
Proceedings of the 1st ACM SIGSPATIAL International Workshop on …, 2024
2024
Estimating Causal Effects of Greenland Blocking on Arctic Sea Ice Melt using Deep Learning Technique
S Ali, O Faruque, Y Huang, MO Gani, A Subramanian, N Schlegel, ...
2024
Spatiotemporal Forecasting and Causality Methods for the Arctic Amplification
S Ali
University of Maryland, Baltimore County, 2024
2024
Identifying Energy Balance Drivers and Feedbacks of Greenland Ice Sheet Surface Melt Using Causal Inference
Z Yin, A Subramanian, R Datta, AR Herrington, D Du
AGU Fall Meeting Abstracts 2023 (977), C51D-0977, 2023
2023
A multi-model comparison of September Arctic sea ice seasonal prediction skill
M Bushuk, S Ali, DA Bailey, L Batté, US Bhatt, B He, ...
AGU Fall Meeting Abstracts 2022, GC52B-02, 2022
2022
Evaluation of low-cloud and warm rain simulation in CMIP6 models through comparisons with satellite observations.
A Denagamage, Z Zhang, M Segal-Rosenhaimer, J Wang, S Ali, ...
AGU Fall Meeting Abstracts 2020, A052-05, 2020
2020
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
Articoli 1–20