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 …
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 …
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 …
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
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 …
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 …
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 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 …
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 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 …
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
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 …
decline in COVID-19 cases and fatalities amongst the population. There are concerns …