Solid waste generation and disposal using machine learning approaches: a survey of solutions and challenges

A Namoun, A Tufail, MY Khan, A Alrehaili, TA Syed… - Sustainability, 2022 - mdpi.com
We present a survey of machine learning works that attempt to organize the process flow of
waste management in smart cities. Unlike past reviews, we focused on the waste generation …

Waste management and prediction of air pollutants using IoT and machine learning approach

A Hussain, U Draz, T Ali, S Tariq, M Irfan, A Glowacz… - Energies, 2020 - mdpi.com
Increasing waste generation has become a significant issue over the globe due to the rapid
increase in urbanization and industrialization. In the literature, many issues that have a …

Smart waste management and classification systems using cutting edge approach

SM Cheema, A Hannan, IM Pires - Sustainability, 2022 - mdpi.com
With a rapid increase in population, many problems arise in relation to waste dumps. These
emits hazardous gases, which have negative effects on human health. The main issue is the …

Smart bins for enhanced resource recovery and sustainable urban waste practices in smart cities: A systematic literature review

P Zoumpoulis, FK Konstantinidis, G Tsimiklis, A Amditis - Cities, 2024 - Elsevier
Waste collection bins with smart capabilities play a crucial role in contemporary urban
landscapes, forming integral components of efficient and sustainable waste management …

An integrated approach of IoT and WSN using wavelet transform and machine learning for the solid waste image classification in smart cities

K Belsare, M Singh, A Gandam… - Transactions on …, 2024 - Wiley Online Library
Solid waste management is one of the utmost vital issues allied with the smart city, which
harms our society's health and the environment. Solid waste management has been a …

Efficient Future Waste Management: A Learning-Based Approach with Deep Neural Networks for Smart System (LADS)

R Chauhan, S Shighra, H Madkhali, L Nguyen… - Applied Sciences, 2023 - mdpi.com
Waste segregation, management, transportation, and disposal must be carefully managed to
reduce the danger to patients, the public, and risks to the environment's health and safety …

Varıous Frameworks for IoT-Enabled Intellıgent Waste Management System Usıng ML for Smart Cıtıes

KS Belsare, M Singh - Mobile Computing and Sustainable Informatics …, 2022 - Springer
Urbanization reached severe dimensions as a result of rising population density and rural
flight to cities, posing a massive waste generating problem in cities. Increased garbage …

Segregated waste collector with robotic vacuum cleaner using internet of things

S Amitha, PN Raj, HP Sonika, S Urs… - … and Cyber Security …, 2020 - ieeexplore.ieee.org
Due to urbanization, waste management is one of the crucial issues that have to be
considered. With the help of the Internet of Things (IoT) this issue can be addressed. The …

An approach to waste segregation and management using convolutional neural networks

D Thanawala, A Sarin, P Verma - … in Computing and Data Sciences: 4th …, 2020 - Springer
Population explosion in India has led to an outburst of some major concerns, one of which is
the waste generation and disposal system. India is accountable for producing 12% of the …

Garbage zero (Garb0): An IoT framework for effective garbage management in smart cities

S Chavan, U Patil, SS Koshy… - … Conference on Artificial …, 2021 - ieeexplore.ieee.org
Today, there is a significant trend of blending optimized waste management strategies with
low power, low-cost Internet of Things (IoT) solutions. This paper discusses and investigates …