Search Results for author: Munisamy Gopinath

Found 3 papers, 0 papers with code

A Review of Cybersecurity Incidents in the Food and Agriculture Sector

no code implementations12 Mar 2024 Ajay Kulkarni, Yingjie Wang, Munisamy Gopinath, Dan Sobien, Abdul Rahman, Feras A. Batarseh

The increasing utilization of emerging technologies in the Food & Agriculture (FA) sector has heightened the need for security to minimize cyber risks.

Decision Making

Public Policymaking for International Agricultural Trade using Association Rules and Ensemble Machine Learning

no code implementations15 Nov 2021 Feras A. Batarseh, Munisamy Gopinath, Anderson Monken, Zhengrong Gu

The recent shocks to the free trade regime, especially trade disputes among major economies, as well as black swan events, such as trade wars and pandemics, raise the need for improved predictions to inform policy decisions.

BIG-bench Machine Learning

Application of Machine Learning in Forecasting International Trade Trends

no code implementations7 Oct 2019 Feras Batarseh, Munisamy Gopinath, Ganesh Nalluru, Jayson Beckman

While traditional economic models aim to be reliable predictors, we consider the possibility that Machine Learning (ML) techniques allow for better predictions to inform policy decisions.

BIG-bench Machine Learning Clustering

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