School of Electrical and Data Engineering

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A Millimeter-Wave End-Fire Antenna Array

Yin, Z Yang, Y

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A functional digital model of the Dingo thermal neutron imaging beamline.

Jakubowski, K Bevitt, JJ Howell, N Dobie, C Sierro, F Garbe, U Olsen, S Stopic, A Franklin, DR Tran, LT Rosenfeld, A Guatelli, S Safavi-Naeini, M

In this work, we extend our previously published Monte Carlo simulation model of the Dingo thermal neutron beamline at the Australian Centre for Neutron Scattering model by (1) including a sapphire...

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XVD Cross Vocabulary Differentiable Training for Generative Adversarial Attacks

Roth, T Unanue, IJ Abuadbba, A Piccardi, M

An adversarial attack to a text classifier consists of an input that induces the classifier into an incorrect class prediction, while retaining all the linguistic properties of correctly-classified...

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Exploring the frontier: Transformer-based models in EEG signal analysis for brain-computer interfaces.

Pfeffer, MA Ling, SSH Wong, JKW

This review systematically explores the application of transformer-based models in EEG signal processing and brain-computer interface (BCI) development, with a distinct focus on ensuring methodolog...

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Image classification-based transfer learning framework for image detection of IoT devices

Saputra, YM Utomo, HAC Alfian, G

For artificial intelligence (AI) applications, centralized learning on a cloud server and local learning on an internet-of-things device may suffer from data privacy leakage due to data sharing and...

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Determining the optimal bid direction of a generation company using the gradient vector of the profit function in the network constraints of the electricity market

Hajiabadi, ME Samadi, M Nikkhah, MH Lotfi, H Li, L

One of the primary challenges faced by generation companies (GenCos), which operate multiple generation units within the electricity market, is the determination of the optimal bid price for these ...

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Microgrid Optimal Investment Design for Cotton Farms in Australia

Lin, Y Wang, J Zhang, J Li, L

Microgrids (MGs) and distributed renewable energy sources (RESs) have been widely used in Australian agriculture. Because of the irrigation characteristics of cotton plants and the intermittent pow...

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Grid-forming control for inverter-based resources in power systems: A review on its operation, system stability, and prospective

Khan, M Wu, W Li, L

The increasing integration of inverter based resources (IBR) in the power system has a significant multi-faceted impact on the power system operation and stability. Various control approaches are p...

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Enhancing Semi-Supervised Few-Shot Hyperspectral Image Classification via Progressive Sample Selection

Zhao, J Zhang, J Huang, H Zhang, J

Hyperspectral images (HSIs) provide valuable spatial–spectral information for ground analysis. However, in few-shot (FS) scenarios, the limited availability of training samples poses significant ch...

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Enhancing healthcare decision support through explainable AI models for risk prediction

Niu, S Yin, Q Ma, J Song, Y Xu, Y Bai, L Pan, W Yang, X

Electronic health records (EHRs) are a valuable source of information that can aid in understanding a patient's health condition and making informed healthcare decisions. However, modelling longitu...

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School of Electrical and Data Engineering

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