Evolutionary optimization of COVID-19 vaccine distribution with evolutionary demands

YJ Zheng, X Chen, Q Song, J Yang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Vaccination uptake has become the key factor that will determine our success in containing
the coronavirus pneumonia (COVID-19) pandemic. Efficient distribution of vaccines to …

Supply and demand prediction by 3PL for assortment planning

M Kmiecik - Management Science Letters, 2025 - growingscience.com
To underscore the critical role of predictive capabilities in third-party logistics (3PL)
companies for assortment planning, particularly within the rapidly evolving e-commerce …

Assessing the impact of artificial intelligence and machine learning on forecasting medication demand and supply in public pharmaceutical systems: a systematic …

TN Angula, A Dongo - GSC Biological and Pharmaceutical …, 2024 - gsconlinepress.com
Background: Effectively managing drug demand and supply through pharmaceutical
quantification is critical as it ensures that medications are readily available when needed …

Yellow fever vaccine demand forecasting with ARIMA, SARIMA, linear regression and XGBoost

N Sen, LO Temur, DC Atilla - IEEE Access, 2024 - ieeexplore.ieee.org
The demand for vaccines is significantly increasing in various countries due to heightened
population mobility and the prevalence of epidemics. This study employed machine learning …

Forecasting non-linear WPI of manufacture of chemicals and chemical products in India: an MLP approach

D Das, S Chakrabarti - International Journal of Advanced …, 2021 - search.proquest.com
Forecasting is an instrument of decision-making that makes predictions or estimates about
the future based on historical data. Identifying a suitable strategy for forecasting a time series …

An Exploratory Study on the Opportunities and Challenges of using Machine Learning in the DHIS2 Ecosystem

D Munthali - 2023 - duo.uio.no
Machine Learning (ML) is a rapidly growing subfield of Artificial Intelligence (AI) that involves
the development of computer programs that learn by finding patterns in data, without being …

The Potential of AutoML for Demand Forecasting

KJ Kramer, N Behn, M Schmidt - Proceedings of the …, 2022 - repo.uni-hannover.de
In demand forecasting, which can depend on various internal and external factors, machine
learning (ML) methods can capture complex patterns and enable precise forecasts. Accurate …

Forecasting non-linear macroeconomic indexes of India: an ensemble of MLP and Holt's linear methods

D Das, S Chakrabarti - International Journal of Advanced …, 2022 - search.proquest.com
Electricity and electric-equipment play a critical role in modern living, and precise price
forecasting for these items' aids decision-makers in anticipating changes, planning, and …

Forecasting the Anti-Rabies Vaccine Demand at Jawaharlal Medical College and Hospital, Ajmer, Rajasthan: A Comparative Analysis based on Time Series Model

R Bedi, N Verma, K Gautam, V Agiwal - Indian Journal of …, 2021 - iapsmupuk.org
Background: In India, high mortality and morbidity rates of human rabies is observed. Hence,
a structured surveillance system is yet to be put in place for public health discussion. At the …

COVID-19 Vaccination Progress and Projections Across African Continents

SK Pandey, KU Singh, G Kumar, T Singh… - … for Innovations in …, 2023 - ieeexplore.ieee.org
The world's largest immunization programmer of COVID-19 is under ongoing leading to a
decline in COVID-19 cases and fatalities amongst the population. There are concerns …