Omar Faruque

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Abductive Reasoning

Spatio Temporal

Top Venues

Publications

Omar Faruque, Sahara Ali, Xue Zheng, Jianwu Wang
TS-CausalNN: Learning Temporal Causal Relations from Non-linear Non-stationary Time Series Data. CoRR (2024)
Sahara Ali, Omar Faruque, Jianwu Wang
Estimating Direct and Indirect Causal Effects of Spatiotemporal Interventions in Presence of Spatial Interference. CoRR (2024)
Sahara Ali, Uzma Hasan, Xingyan Li, Omar Faruque, Akila Sampath, Yiyi Huang, Md. Osman Gani, Jianwu Wang
Causality for Earth Science - A Review on Time-series and Spatiotemporal Causality Methods. CoRR (2024)
Sahara Ali, Omar Faruque, Jianwu Wang
Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference. CoRR (2023)
Omar Faruque, Francis Ndikum Nji, Mostafa Cham, Rohan Mandar Salvi, Xue Zheng, Jianwu Wang
Deep Spatiotemporal Clustering: A Temporal Clustering Approach for Multi-dimensional Climate Data. CoRR (2023)
Sahara Ali, Omar Faruque, Yiyi Huang, Md. Osman Gani, Aneesh Subramanian, Nicole-Jeanne Schlegel, Jianwu Wang
Quantifying Causes of Arctic Amplification via Deep Learning Based Time-Series Causal Inference. ICMLA (2023)
Omar Faruque, Francis Ndikum Nji, Mostafa Cham, Rohan Mandar Salvi, Xue Zheng, Jianwu Wang
Deep Spatiotemporal Clustering: A Temporal Clustering Approach for Multi-dimensional Climate Data. ECML/PKDD (7) (2023)
Katherine Yi, Angelina Dewar, Tartela Tabassum, Jason Lu, Ray Chen, Homayra Alam, Omar Faruque, Sikan Li, Mathieu Morlighem, Jianwu Wang
Evaluating Machine Learning and Statistical Models for Greenland Subglacial Bed Topography. ICMLA (2023)
Omar Faruque, Fazlul Hasan Siddiqui, Sabah Binte Noor
Face Recognition-Based Mass Attendance Using YOLOv5 and ArcFace. MIET (1) (2022)