Sahara Ali - RankMe

17 papers C 4Journal 7Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Benchmarking Scientific Machine Learning Models for Air Quality Data. CoRR Khawja Imran Masud, Venkata Sai Rahul Unnam, Sahara Ali
2025	—	`conf`	TS-CausalNN: Learning Temporal Causal Relations from Non-linear Non-stationary Time Series Data. ICDM (Workshops) Omar Faruque, Sahara Ali, Xue Zheng, Jianwu Wang
2024	J	`jnl`	Causality for Earth Science - A Review on Time-series and Spatiotemporal Causality Methods. CoRR Sahara Ali, Uzma Hasan, Xingyan Li, Omar Faruque, Akila Sampath, Yiyi Huang, Md. Osman Gani, Jianwu Wang
2024	—	`conf`	Estimating Direct and Indirect Causal Effects of Spatiotemporal Interventions in Presence of Spatial Interference. ECML/PKDD (3) Sahara Ali, Omar Faruque, Jianwu Wang
2024	J	`jnl`	Estimating Direct and Indirect Causal Effects of Spatiotemporal Interventions in Presence of Spatial Interference. CoRR Sahara Ali, Omar Faruque, Jianwu Wang
2024	—	`ed.`	Proceedings of the 1st ACM SIGSPATIAL International Workshop on Spatiotemporal Causal Analysis, STCausal 2024, Atlanta, GA, USA, 29 October 2024 - 1 November 2024 STCausal@SIGSPATIAL Jianwu Wang, Sahara Ali, Yanan Xin
2024	J	`jnl`	TS-CausalNN: Learning Temporal Causal Relations from Non-linear Non-stationary Time Series Data. CoRR Omar Faruque, Sahara Ali, Xue Zheng, Jianwu Wang
2024	—	`conf`	Tutorial on Causal Inference with Spatiotemporal Data. STCausal@SIGSPATIAL Sahara Ali, Jianwu Wang
2023	C	`conf`	Integrating Fourier Transform and Residual Learning for Arctic Sea Ice Forecasting. ICMLA Louis Lapp, Sahara Ali, Jianwu Wang
2023	J	`jnl`	MT-IceNet - A Spatial and Multi-Temporal Deep Learning Model for Arctic Sea Ice Forecasting. CoRR Sahara Ali, Jianwu Wang
2023	C	`conf`	Quantifying Causes of Arctic Amplification via Deep Learning Based Time-Series Causal Inference. ICMLA Sahara Ali, Omar Faruque, Yiyi Huang, Md. Osman Gani, Aneesh Subramanian, Nicole-Jeanne Schlegel, Jianwu Wang
2023	J	`jnl`	Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference. CoRR Sahara Ali, Omar Faruque, Jianwu Wang
2022	C	`conf`	Benchmarking Probabilistic Machine Learning Models for Arctic Sea Ice Forecasting. IGARSS Sahara Ali, Seraj Al Mahmud Mostafa, Xingyan Li, Sara Khanjani, Jianwu Wang, James R. Foulds, Vandana P. Janeja
2022	C	`conf`	MT-IceNet - A Spatial and Multi-Temporal Deep Learning Model for Arctic Sea Ice Forecasting. BDCAT Sahara Ali, Jianwu Wang
2021	—	`conf`	Multi-Task Deep Learning Based Spatiotemporal Arctic Sea Ice Forecasting. IEEE BigData Eliot Kim, Peter Kruse, Skylar Lama, Jamal Bourne, Michael Hu, Sahara Ali, Yiyi Huang, Jianwu Wang
2021	J	`jnl`	Sea Ice Forecasting using Attention-based Ensemble LSTM. CoRR Sahara Ali, Yiyi Huang, Xin Huang, Jianwu Wang
2020	—	`conf`	Deep Domain Adaptation based Cloud Type Detection using Active and Passive Satellite Data. IEEE BigData Xin Huang, Sahara Ali, Chenxi Wang, Zeyu Ning, Sanjay Purushotham, Jianwu Wang, Zhibo Zhang