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"Edge-Computing Video Analytics Solution for Automated Plastic-Bag Cont" by Umair Iqbal, Johan Barthelemy et al.

The increased global waste generation rates over the last few decades have made the waste management task a significant problem. One of the potential approaches adopted globally is to recycle a significant portion of generated waste. However, the contamination of recyclable waste has been a major problem in this context and causes almost 75% of recyclable waste to be unusable. For sustainable development, efficient management and recycling of waste are of huge importance. To reduce the waste con...
Artificial Intelligence Only Look Once Remondis Contamination Dataset Frames Per Second Mean Average Precision False Positives
Source: uow.edu.au

"SedimentNet — a 1D-CNN machine learning model for prediction of hydrod" by Muhammad Zain Bin Riaz, Umair Iqbal et al.

In natural free surface flows, sediment particles in the surface layer of a sediment bed are moved and entrained by the fluctuating hydrodynamic forces, such as lift and drag, exerted by the overlying flow. Accurate prediction of near-bed hydrodynamic forces in rapidly varied flows is vital for coastal sediment transport and morphodynamics. Directly measured hydrodynamic forces within the rapidly varied flows over rough bed layer have been limited by previous spatial averaging shear force studie...
Random Forest Multilayer Perceptron Support Vector Regressor Nearest Neighbour 1d Cnn Artificial Intelligence Ai
Source: uow.edu.au

"A privacy-Aware data sharing framework for Internet of Things through " by Akbar Telikani, Jun Shen et al.

Due to the wide adoption and deployment of the Internet of Things (IoT), massive amounts of data are being generated and shared across various sectors. Privacy disclosure is a major threat in IoT-related applications if collected data is directly outsourced. In IoT environments with large datasets, the existing Privacy-Preserving Data Mining (PPDM) mechanisms are inefficient and not scalable. To deal with this shortcoming, we develop a novel evolutionary PPDM framework, namely GPU-Enabled PPDM f...
Privacy Preserving Data Mining Big Data Differential Evolution Edge Computing Pu Platform Information Privacy
Source: uow.edu.au

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