5 citations · 5 across the 4 of their papers we have counts for
4 papers
Analyzing Regional Impacts of Climate Change using Natural Language Processing Techniques
Tanwi Mallick, John Murphy, Joshua David Bergerson +3
Understanding the multifaceted effects of climate change across diverse geographic locations is crucial for timely adaptation and the development of effective mitigation strategies…
Wavelet-Inspired Multiscale Graph Convolutional Recurrent Network for Traffic Forecasting
Qipeng Qian, Tanwi Mallick
Traffic forecasting is the foundation for intelligent transportation systems. Spatiotemporal graph neural networks have demonstrated state-of-the-art performance in traffic forecas…
A Comparative Study of Loss Functions: Traffic Predictions in Regular and Congestion Scenarios
Yangxinyu Xie, Tanwi Mallick
Spatiotemporal graph neural networks have achieved state-of-the-art performance in traffic forecasting. However, they often struggle to forecast congestion accurately due to the li…
Analyzing the impact of climate change on critical infrastructure from the scientific literature: A weakly supervised NLP approach
Tanwi Mallick, Joshua David Bergerson, Duane R. Verner +3
Natural language processing (NLP) is a promising approach for analyzing large volumes of climate-change and infrastructure-related scientific literature. However, best-in-practice…