Recent advances in applications of artificial intelligence in solid waste management: A review
Efficient management of solid waste is essential to lessen its potential health and
environmental impacts. However, the current solid waste management practices encounter …
environmental impacts. However, the current solid waste management practices encounter …
Revolutionizing municipal solid waste management (MSWM) with machine learning as a clean resource: Opportunities, challenges and solutions
Effective municipal solid waste management is essential for public health, environmental
protection, economic benefits, and clean energy generation for future commercial …
protection, economic benefits, and clean energy generation for future commercial …
Analysis of input set characteristics and variances on k-fold cross validation for a Recurrent Neural Network model on waste disposal rate estimation
The use of machine learning techniques in waste management studies is increasingly
popular. Recent literature suggests k-fold cross validation may reduce input dataset partition …
popular. Recent literature suggests k-fold cross validation may reduce input dataset partition …
Machine learning based prediction for China's municipal solid waste under the shared socioeconomic pathways
Reliable forecast of municipal solid waste (MSW) generation is crucial for sustainable and
efficient waste management. Big data analysis is a novel method to forecast MSW more …
efficient waste management. Big data analysis is a novel method to forecast MSW more …
Comparison of random forest and gradient boosting machine models for predicting demolition waste based on small datasets and categorical variables
GW Cha, HJ Moon, YC Kim - International Journal of Environmental …, 2021 - mdpi.com
Construction and demolition waste (DW) generation information has been recognized as a
tool for providing useful information for waste management. Recently, numerous …
tool for providing useful information for waste management. Recently, numerous …
Forecasting heterogeneous municipal solid waste generation via Bayesian-optimised neural network with ensemble learning for improved generalisation
Future projections of municipal solid waste (MSW) generation trends can resolve data
inadequacy in formulating a sustainable MSW management framework. Artificial neural …
inadequacy in formulating a sustainable MSW management framework. Artificial neural …
[HTML][HTML] The first mile problem in the circular economy supply chains–Collecting recyclable textiles from consumers
L Jäämaa, R Kaipia - Waste Management, 2022 - Elsevier
This paper presents the first mile problem of the circular economy supply chains: organizing
the collection of used materials from individual consumers. Efficient solving of this problem is …
the collection of used materials from individual consumers. Efficient solving of this problem is …
Ensemble voting regression based on machine learning for predicting medical waste: a case from Turkey
B Erdebilli, B Devrim-İçtenbaş - Mathematics, 2022 - mdpi.com
Predicting medical waste (MW) properly is vital for an effective waste management system
(WMS), but it is difficult because of inadequate data and various factors that impact MW. This …
(WMS), but it is difficult because of inadequate data and various factors that impact MW. This …
Reviewing the influence of sociocultural, environmental and economic variables to forecast municipal solid waste (MSW) generation
L Izquierdo-Horna, R Kahhat… - Sustainable Production …, 2022 - Elsevier
Municipal solid waste (MSW) generation forecasting has become an important tool for
decision-making in urban environments, not only due to its essential role in effective waste …
decision-making in urban environments, not only due to its essential role in effective waste …
Data-driven prediction of neutralizer pH and valve position towards precise control of chemical dosage in a wastewater treatment plant
Proper pH control is important to the neutralization of industrial wastewater that will facilitate
downstream biological treatment and can strongly affect the utilization of chemical …
downstream biological treatment and can strongly affect the utilization of chemical …