Scholar
Emam Hossain
Google Scholar ID: ZDVEJJMAAAAJ
University of Maryland Baltimore County
Causality
Machine Learning
Deep Learning
Climate Science
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Citations & Impact
All-time
Citations
590
H-index
8
i10-index
8
Publications
16
Co-authors
7
list available
Publications
8 items
Why Convolution Still Matters: Evaluating Inductive Biases in Cryospheric Image Classification
2026
Cited
0
Evaluating Zone-Guided Front Extraction for Glacier Calving-Front Delineation in SAR Imagery
2026
Cited
0
Supraglacial Lake Fate Is Knowable Long Before the Season Ends
2026
Cited
0
Causal Time Series Modeling of Supraglacial Lake Evolution in Greenland under Distribution Shift
2025
Cited
0
Learning What Matters: Causal Time Series Modeling for Arctic Sea Ice Prediction
2025
Cited
0
TimeGraph: Synthetic Benchmark Datasets for Robust Time-Series Causal Discovery
2025
Cited
0
Correlation to Causation: A Causal Deep Learning Framework for Arctic Sea Ice Prediction
2025
Cited
0
Time Series Classification of Supraglacial Lakes Evolution over Greenland Ice Sheet
International Conference on Machine Learning and Applications · 2024
Cited
2
Co-authors
3 total
Mohammad Shahadat Hossain
Professor of Computer Science and Engineering, University of Chittagong| World top 2% Scientist
Karl Andersson
Professor, Luleå University of Technology
Md Osman Gani
University of Maryland Baltimore County
