Omar Faruque

22 papers B 4C 2Journal 9Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
DeepTopoNet: A Framework for Subglacial Topography Estimation on the Greenland Ice Sheets.
SIGSPATIAL/GIS
Bayu Adhi Tama, Mansa Krishna, Homayra Alam, Mostafa Cham, Omar Faruque, Gong Cheng, Jianwu Wang, Mathieu Morlighem, Vandana P. Janeja
2025 J jnl
DeepTopoNet: A Framework for Subglacial Topography Estimation on the Greenland Ice Sheets.
CoRR
Bayu Adhi Tama, Mansa Krishna, Homayra Alam, Mostafa Cham, Omar Faruque, Gong Cheng, Jianwu Wang, Mathieu Morlighem, Vandana Pursnani Janeja
2025 B conf
Improving Greenland Bed Topography Mapping with Uncertainty-Aware Graph Learning on Sparse Radar Data.
IEEE Big Data
Bayu Adhi Tama, Homayra Alam, Mostafa Cham, Omar Faruque, Jianwu Wang, Vandana P. Janeja
2025 J jnl
Improving Greenland Bed Topography Mapping with Uncertainty-Aware Graph Learning on Sparse Radar Data.
CoRR
Bayu Adhi Tama, Homayra Alam, Mostafa Cham, Omar Faruque, Jianwu Wang, Vandana P. Janeja
2025 B conf
Scalable Deep Learning for Greenland Ice Bed Topography Prediction.
IEEE Big Data
Homayra Alam, Bayu Adhi Tama, Sikan Li, Mostafa Cham, Omar Faruque, Jianwu Wang
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 B conf
Comparative Evaluation of Causal Discovery and Inference Approaches on Arctic Sea Ice Time Series Data.
IEEE Big Data
Omar Faruque, Xingyan Li, Md. Azim Khan, Homayra Alam, 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 B conf
Hybrid Ensemble Deep Graph Temporal Clustering for Spatiotemporal Data.
IEEE Big Data
Francis Ndikum Nji, Omar Faruque, Mostafa Cham, Vandana P. Janeja, Jianwu Wang
2024 J jnl
Hybrid Ensemble Deep Graph Temporal Clustering for Spatiotemporal Data.
CoRR
Francis Ndikum Nji, Omar Faruque, Mostafa Cham, Vandana P. Janeja, Jianwu Wang
2024 — conf
Physics-Informed Machine Learning for Sea Ice Thickness Prediction.
ICKG
Akila Sampath, Omar Faruque, Azim Khan, Vandana P. Janeja, Jianwu Wang
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
gWaveNet: Classification of Gravity Waves from Noisy Satellite Data Using Custom Kernel Integrated Deep Learning Method.
ICPR (3)
Seraj Al Mahmud Mostafa, Omar Faruque, Chenxi Wang, Jia Yue, Sanjay Purushotham, Jianwu Wang
2024 J jnl
gWaveNet: Classification of Gravity Waves from Noisy Satellite Data using Custom Kernel Integrated Deep Learning Method.
CoRR
Seraj Al Mahmud Mostafa, Omar Faruque, Chenxi Wang, Jia Yue, Sanjay Purushotham, Jianwu Wang
2023 — conf
Deep Spatiotemporal Clustering: A Temporal Clustering Approach for Multi-dimensional Climate Data.
ECML/PKDD (7)
Omar Faruque, Francis Ndikum Nji, Mostafa Cham, Rohan Mandar Salvi, Xue Zheng, Jianwu Wang
2023 J jnl
Deep Spatiotemporal Clustering: A Temporal Clustering Approach for Multi-dimensional Climate Data.
CoRR
Omar Faruque, Francis Ndikum Nji, Mostafa Cham, Rohan Mandar Salvi, Xue Zheng, Jianwu Wang
2023 C conf
Evaluating Machine Learning and Statistical Models for Greenland Subglacial Bed Topography.
ICMLA
Katherine Yi, Angelina Dewar, Tartela Tabassum, Jason Lu, Ray Chen, Homayra Alam, Omar Faruque, Sikan Li, Mathieu Morlighem, 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 — conf
Face Recognition-Based Mass Attendance Using YOLOv5 and ArcFace.
MIET (1)
Omar Faruque, Fazlul Hasan Siddiqui, Sabah Binte Noor