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cs.LG2025
CrossLag: Predicting Major Dengue Outbreaks with a Domain Knowledge Informed Transformer
Ashwin Prabu, Nhat Thanh Tran, Guofa Zhou +1
A variety of models have been developed to forecast dengue cases to date. However, it remains a challenge to predict major dengue outbreaks that need timely public warnings the mos…
cs.LG2024★ 2 cited
FWin transformer for dengue prediction under climate and ocean influence
Nhat Thanh Tran, Jack Xin, Guofa Zhou
Dengue fever is one of the most deadly mosquito-born tropical infectious diseases. Detailed long range forecast model is vital in controlling the spread of disease and making mitig…