49 citations · 71 across the 14 of their papers we have counts for
14 papers
Optimising football transfer strategy under budget constraints: A weighted multi-criteria approach
Tathagata Basu, Soudeep Deb, Rishideep Roy
The football transfer market is a complex, dynamic environment in which clubs compete to acquire players who strengthen their squads. While several frameworks estimate a player's w…
Nonparametric method of structural break detection in stochastic time series regression model
Archi Roy, Moumanti Podder, Soudeep Deb
We propose a novel nonparametric test to detect structural breaks in the conditional mean and/or variance of a time series. Our method does not assume any specific parametric form…
A Bayesian approach to identify changepoints in spatio-temporal ordered categorical data: An application to COVID-19 data
Siddharth Rawat, Abe Durrant, Adam Simpson +3
Although there is substantial literature on identifying structural changes for continuous spatio-temporal processes, the same is not true for categorical spatio-temporal data. This…
Optimal selection of the starting lineup for a football team
Soudeep Deb, Shubhabrata Das
The success of a football team depends on various individual skills and performances of the selected players as well as how cohesively they perform. We propose a two-stage process…
Real-time forecasting within soccer matches through a Bayesian lens
Chinmay Divekar, Soudeep Deb, Rishideep Roy
This paper employs a Bayesian methodology to predict the results of soccer matches in real-time. Using sequential data of various events throughout the match, we utilize a multinom…
Effect of influence in voter models and its application in detecting significant interference in political elections
Manit Paul, Rishideep Roy, Soudeep Deb
In this article, we study the effect of vector-valued interventions in votes under a binary voter model, where each voter expresses their vote as a valued random variable to…