Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Devlopment Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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An expert system for EMI data classification based on complex Bispectrum representation and deep learning methods
Mitiche, I., Jenkins, M. D., Boreham, P., Nesbitt, A. & Morison, G., 1 Jun 2021, In: Expert Systems with Applications. 171, 9 p., 14568.Research output: Contribution to journal › Article › peer-review
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Data-driven anomaly detection in high-voltage transformer bushings with LSTM auto-encoder
Mitiche, I., McGrail, T., Boreham, P., Nesbitt, A. & Morison, G., 8 Nov 2021, In: Sensors. 21, 21Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Low complexity classification of power asset faults for real time IoT-based diagnostics
Salimy, A., Mitiche, I., Boreham, P., Nesbitt, A. & Morison, G., 9 Feb 2021, 2020 IEEE Global Conference on Artificial Intelligence and Internet of Things, GCAIoT 2020. IEEE, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile67 Downloads (Pure) -
OODCN: Out-of-distribution detection in capsule networks for fault identification
Mitiche, I., Salimy, A., Werner, F., Boreham, P., Nesbitt, A. & Morison, G., 4 May 2021, (Accepted/In press) Proceedings of 29th European Signal Processing Conference (EUSIPCO). IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile4 Downloads (Pure) -
Robust deep residual shrinkage networks for online fault classification
Salimy, A., Mitiche, I., Boreham, P., Nesbitt, A. & Morison, G., 4 May 2021, (Accepted/In press) Proceedings of 29th European Signal Processing Conference (EUSIPCO). IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
File15 Downloads (Pure)