[HTML][HTML] Application of deep learning object classifier to improve e-waste collection planning

P Nowakowski, T Pamuła - Waste Management, 2020 - Elsevier
… of the selected e-waste categories … , e-waste collection companies can prepare a collection
plan by assigning a sufficient number of vehicles and payload capacity for a specific e-waste

Optimizing E-waste management: Deep learning classifiers for effective planning

S Selvakanmani, P Rajeswari, BV Krishna… - Journal of Cleaner …, 2024 - Elsevier
… , the integration of deep learning classifiers emerges as a promising avenue to optimize
the planning of e-waste collection. By harnessing the capabilities of deep learning, these …

E-waste management using hybrid optimization-enabled deep learning in IoT-cloud platform

P Ramya, V Ramya - Advances in Engineering Software, 2023 - Elsevier
… The main purpose of this study is to design and introduce a robust E-waste management
approach, named FrHHGO-based ShCNN. The key concerns of the research work are …

Optimized deep learning-based e-waste management in IoT application via energy-aware routing

P Ramya, V Ramya, M Babu Rao - Cybernetics and Systems, 2023 - Taylor & Francis
E-waste classification is fulfilled using fractional Henry … deep convolutional neural network
(FHGO-based deep CNN) is shown in this manuscript. To predict the optimal path the E-waste

E-waste management using machine learning

H Li, Z Jin, S Krishnamoorthy - … of the 6th International Conference on …, 2021 - dl.acm.org
e-waste. This paper presents the utilization of ML (Machine Learning) for E-Waste Management
… boosting regression tree (GBRT) and Neural Network (NN) ML calculations to gauge …

Deep learning approach to deal with e-waste

M Naushin, A Saraswat, K Abhishek - … Machine Intelligence and Signal …, 2022 - Springer
… is the third-largest e-waste generator. The management of e-waste is complex because of
less awareness. This paper aims to improve e-waste management by segregating them from …

Dynamic convolutional neural network based ewaste management and optimized collection planning

CJ Latha, K Kalaiselvi, S Ramanarayan… - Concurrency and …, 2022 - Wiley Online Library
… known as e-waste management by exploiting the dynamic convolutional neural network (DCNN). …
Machine learning models have the drawback of just having a few examples of each …

Smart e-waste management system utilizing Internet of Things and Deep Learning approaches

D Voskergian, I Ishaq - Journal of Smart Cities and Society, 2023 - content.iospress.com
… a smart e-waste management system that … train a deep learning model to perform real-time
e-waste object detection, providing a more comprehensive view of the e-waste management

Harnessing Deep Learning for Sustainable E-Waste Management and Environmental Health Protection

GP Oise, S Konyeha - 2024 - researchsquare.com
e-waste management system presented in this study is a game-changing approach designed
to solve the growing issues of e-waste collection, … resulted in increased ewaste generation, …

Robotic sorting of shredded e-waste: utilizing deep learning

H Karbasi, A Sanderson, A Sharifi… - proceedings on the …, 2018 - search.proquest.com
deep learning technique has been introduced to enable a novel robotic application in shredded
electronic waste (e-waste… ; commonly found in shredded e-waste. Speed and accuracy …