Prediction of municipal solid waste generation with combination of support vector machine and principal component analysis: A case study of Mashhad

R Noori, MA Abdoli, AA Ghasrodashti… - … Energy: An Official …, 2009 - Wiley Online Library
Quantity prediction of municipal solid waste (MSW) is crucial for design and programming
municipal solid waste management system (MSWMS). Because effect of various parameters …

Forecasting municipal solid waste generation by hybrid support vector machine and partial least square model

M Abbasi, MA Abduli, B Omidvar, A Baghvand - 2013 - sid.ir
Forecasting of municipal waste generation is a critical challenge for decision making and
planning, because proper planning and operation of a solid waste management system is …

Comparative performance analysis of support vector regression and artificial neural network for prediction of municipal solid waste generation

MS Jassim, G Coskuner… - Waste Management & …, 2022 - journals.sagepub.com
The evolution of machine learning (ML) algorithms provides researchers and engineers with
state-of-the-art tools to dynamically model complex relationships. The design and operation …

Forecasting municipal solid waste quantity using artificial neural network and supported vector machine techniques: A case study of Johannesburg, South Africa

OO Ayeleru, LI Fajimi, BO Oboirien… - Journal of Cleaner …, 2021 - Elsevier
Detailed prediction of the amounts of municipal solid waste (MSW) is very crucial for
planning and management of MSW in a sustainable manner. Forecasting of MSW quantity is …

Development of an appropriate model for forecasting municipal solid waste generation in Bangkok

N Sun, S Chungpaibulpatana - Energy Procedia, 2017 - Elsevier
Municipal solid waste (MSW) is a result of human activities. Accurate forecasting of MSW
generation is crucial for sustainable management systems and planning. MSW is …

Machine learning approaches for municipal solid waste generation forecasting

P Oguz-Ekim - Environmental Engineering Science, 2021 - liebertpub.com
Municipal solid waste (MSW) generation forecasting can be considered as the biggest
challenge of integrated solid waste management systems, particularly for developing …

Results uncertainty of support vector machine and hybrid of wavelet transform‐support vector machine models for solid waste generation forecasting

M Abbasi, MA Abduli, B Omidvar… - … & Sustainable Energy, 2014 - Wiley Online Library
The prediction of municipal solid waste generation (MSWG) plays an important role in a
solid waste management system. However, achieving the anticipated prediction accuracy …

Verifying the performance of artificial neural network and multiple linear regression in predicting the mean seasonal municipal solid waste generation rate: A case …

S Azadi, A Karimi-Jashni - Waste management, 2016 - Elsevier
Predicting the mass of solid waste generation plays an important role in integrated solid
waste management plans. In this study, the performance of two predictive models, Artificial …

A review on prediction of municipal solid waste generation models

KA Kolekar, T Hazra, SN Chakrabarty - Procedia Environmental Sciences, 2016 - Elsevier
Abstract Development of a Municipal Solid Waste Management (MSWM) plan is a complex
process. As a foundation and prerequisite for efficient MSWM plan, quantification and …

Forecasting municipal solid waste generation using artificial intelligence modelling approaches

M Abbasi, A El Hanandeh - Waste management, 2016 - Elsevier
Municipal solid waste (MSW) management is a major concern to local governments to
protect human health, the environment and to preserve natural resources. The design and …