Search Results for author: Pengwei Yang

Found 4 papers, 0 papers with code

Energy Loss Prediction in IoT Energy Services

no code implementations16 May 2023 Pengwei Yang, Amani Abusafia, Abdallah Lakhdari, Athman Bouguettaya

We propose Easeformer, a novel attention-based algorithm to predict the battery levels of IoT devices in a crowdsourced energy sharing environment.

Service Composition

Monitoring Efficiency of IoT Wireless Charging

no code implementations10 Mar 2023 Pengwei Yang, Amani Abusafia, Abdallah Lakhdari, Athman Bouguettaya

Crowdsourcing wireless energy is a novel and convenient solution to charge nearby IoT devices.

Establishment of Neural Networks Robust to Label Noise

no code implementations28 Nov 2022 Pengwei Yang, Chongyangzi Teng, Jack George Mangos

In addition, we examined the label noise robustness of two convolutional neural network classifiers with LeNet and AlexNet designs.

Image Classification

Contaminated Images Recovery by Implementing Non-negative Matrix Factorisation

no code implementations8 Nov 2022 Pengwei Yang, Chongyangzi Teng, Jack George Mangos

Non-negative matrix factorisation (NMF) has been extensively applied to the problem of corrupted image data.

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