A model for assessing waste generation factors and forecasting waste generation using artificial neural networks: a case study of chile

E Ordonez Ponce - 2004 - researcharchive.lincoln.ac.nz
While the Chilean constitution guarantees the right of a clean environment and that
environmental acts and policies to manage waste have been passed, waste generation has …

The forecasting of municipal waste generation using artificial neural networks and sustainability indicators

D Antanasijević, V Pocajt, I Popović, N Redžić… - Sustainability …, 2013 - Springer
The feasibility of modeling municipal waste generation (MWG) for countries at different
levels of development using artificial neural networks (ANN) and selected generic indicators …

Prediction of municipal waste generation in Poland using neural network modeling

M Kulisz, J Kujawska - Sustainability, 2020 - mdpi.com
Planning is a crucial component of short-and long-term municipal waste management.
Establishing the relationships between the factors that determine the amount of waste …

Predictive model for municipal waste generation using artificial neural networks—Case study City of Zagreb, Croatia

B Ribic, L Pezo, D Sincic, B Loncar… - International Journal of …, 2019 - Wiley Online Library
Summary The European Union's environmental legislation related to environmental
protection, already implemented in the national legislation of the Republic of Croatia, aims to …

Predictive analysis of urban waste generation for the city of Bogotá, Colombia, through the implementation of decision trees-based machine learning, support vector …

JKS Meza, DO Yepes, J Rodrigo-Ilarri, E Cassiraga - Heliyon, 2019 - cell.com
This study presents an analysis of three models associated with artificial intelligence as tools
to forecast the generation of urban solid waste in the city of Bogotá, in order to learn about …

Using ANN model to determine future waste characteristics in order to achieve specific waste management targets-case study of Serbia

B Batinić, S Vukmirović, G Vujić, N Stanisavljević… - 2011 - nopr.niscpr.res.in
This study presents a waste management model using artificial neural networks to predict
future waste quantity and composition in Serbia. Since Serbia represent transition country …

Artificial neural network modelling of the amount of separately-collected household packaging waste

V Oliveira, V Sousa, C Dias-Ferreira - Journal of cleaner production, 2019 - Elsevier
This work develops an artificial neural network (ANN) model using genetic algorithms to
estimate the annual amount (kg/inhabitant/year) of separately-collected household …

Prediction of the production of separated municipal solid waste by artificial neural networks in Croatia and the European Union

E Puntarić, L Pezo, Ž Zgorelec, J Gunjača… - Sustainability, 2022 - mdpi.com
Given that global amounts of waste are growing rapidly, it is extremely important to
determine what amount of waste will be generated in the near future. Accurate waste …

Predictive analysis of municipal solid waste generation using an optimized neural network model

N Elshaboury, E Mohammed Abdelkader, A Al-Sakkaf… - Processes, 2021 - mdpi.com
Developing successful municipal waste management planning strategies is crucial for
implementing sustainable development. The research proposed the application of an …

Machine learning techniques to the prediction of variables of the urban solid waste collection process

MAV Díaz, JAA Grisales, AMR Franco… - … on Applications of …, 2022 - ieeexplore.ieee.org
Due to rapid urbanization, improved living standards, and climate change concerns, solid
waste management has taken on a large dimension today. As a result, solid waste collection …