An ensemble neural network approach to forecast Dengue outbreak based on climatic condition

1 code implementation • 16 Dec 2022 • Madhurima Panja, Tanujit Chakraborty, Sk Shahid Nadim, Indrajit Ghosh, Uttam Kumar, Nan Liu

In comparison with statistical, machine learning, and deep learning methods, our proposed XEWNet performs better in 75% of the cases for short-term and long-term forecasting of dengue incidence.

Time Series Analysis

Metapopulation dynamics of a respiratory disease with infection during travel

no code implementations • 6 Jul 2021 • Indrajit Ghosh, Sk Shahid Nadim, Soumyendu Raha, Debnath Pal

Further numerical simulations reveal that infection during travel has the potential to change the stability of disease-free equilibrium from stable to unstable.