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

Kai Greshake, Sahar Abdelnabi, Shailesh Mishra, Christoph Endres, Thorsten Holz, Mario Fritz

Matti Schulze, Thorsten Holz, Felix C. Freiling