Search Results for author: Indrajit Ghosh

Found 6 papers, 1 papers with code

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

1 code implementation16 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

A mechanistic model for airborne and direct human-to-human transmission of COVID-19: Effect of mitigation strategies and immigration of infectious persons

no code implementations27 Jul 2021 Saheb Pal, Indrajit Ghosh

The COVID-19 pandemic is the most significant global crisis since World War II that affected almost all the countries of our planet.

Metapopulation dynamics of a respiratory disease with infection during travel

no code implementations6 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.

Statistical optimality and stability of tangent transform algorithms in logit models

no code implementations25 Oct 2020 Indrajit Ghosh, Anirban Bhattacharya, Debdeep Pati

We demonstrate that these assumptions can be completely relaxed if one considers a slight variation of the algorithm by raising the likelihood to a fractional power.

regression Variational Inference

Within host dynamics of SARS-CoV-2 in humans: Modeling immune responses and antiviral treatments

no code implementations3 Jun 2020 Indrajit Ghosh

Vaccination is also found useful but during the vaccine development phase, blocking virus production from infected cells can be targeted for antiviral drug development.

Blocking

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