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Imene Mitiche

Miss

  • 70 Cowcaddens Road, Glasgow Caledonian University

    G4 0BA Glasgow

    United Kingdom

20162019

Research output per year

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Research Output

  • 7 Conference contribution
  • 5 Article
2019

Deep complex neural network learning for high-voltage insulation fault classification from complex bispectrum representation

Mitiche, I., Jenkins, M. D., Boreham, P., Nesbitt, A. & Morison, G., 18 Nov 2019, 2019 27th European Signal Processing Conference (EUSIPCO). IEEE, 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
74 Downloads (Pure)

Naive bayes multi-label classification approach for high-voltage condition monitoring

Mitiche, I., Nesbitt, A., Boreham, P., Stewart, B. G. & Morison, G., 7 Jan 2019, 2018 IEEE International Conference on Internet of Things and Intelligence System (IOTAIS). IEEE, p. 162-166 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
54 Downloads (Pure)
2018

Classification of EMI discharge sources using time–frequency features and multi-class support vector machine

Mitiche, I., Morison, G., Nesbitt, A., Hughes-Narborough, M., Stewart, B. G. & Boreham, P., Oct 2018, In : Electric Power Systems Research. 163, Part A, p. 261-269 9 p.

Research output: Contribution to journalArticle

Open Access
File
50 Downloads (Pure)

Classification of multiple electromagnetic interference events in high-voltage power plant

Mitiche, I., Morison, G., Nesbitt, A., Hughes-Narborough, M., Stewart, B. G. & Boreham, P., 13 Dec 2018, 2018 53rd International Universities Power Engineering Conference (UPEC). IEEE, 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
43 Downloads (Pure)

Classification of partial discharge signals by combining adaptive local iterative filtering and entropy features

Mitiche, I., Morison, G., Hughes-Narborough, M., Nesbitt, A., Boreham, P. & Stewart, B. G., 15 Jan 2018, 2017 IEEE Conference on Electrical Insulation and Dielectric Phenomena (CEIDP). IEEE, p. 335-338 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
42 Downloads (Pure)

Classification of partial discharge signals by combining adaptive local iterative filtering and entropy features

Mitiche, I., Morison, G., Nesbitt, A., Hughes-Narborough, M., Stewart, B. G. & Boreham, P., 31 Jan 2018, In : Sensors. 18, 2, 14 p., 406.

Research output: Contribution to journalArticle

Open Access
File
88 Downloads (Pure)

Deep residual neural network for EMI event classification using bispectrum representation

Mitiche, I., Jenkins, M. D., Boreham, P., Nesbitt, A., Stewart, B. G. & Morison, G., 3 Dec 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, p. 186-190 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
31 Downloads (Pure)

Entropy-based feature extraction for electromagnetic discharges classification in high-voltage power generation

Mitiche, I., Morison, G., Nesbitt, A., Stewart, B. G. & Boreham, P., 25 Jul 2018, In : Entropy. 20, 8, 20 p., 549.

Research output: Contribution to journalArticle

Open Access
File
61 Downloads (Pure)

Imaging time series for the classification of EMI discharge sources

Mitiche, I., Morison, G., Nesbitt, A., Hughes-Narborough, M., Stewart, B. G. & Boreham, P., 14 Sep 2018, In : Sensors. 18, 9, 17 p., 3098.

Research output: Contribution to journalArticle

Open Access
File
57 Downloads (Pure)
2017

An evaluation of total variation signal denoising methods for partial discharge signals

Mitiche, I., Morison, G., Nesbitt, A., H.-Narborough, M., Boreham, P. & Stewart, B. G., 7 Nov 2017, 2017 INSUCON - 13th International Electrical Insulation Conference (INSUCON). IEEE, 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
42 Downloads (Pure)

Classification of partial discharge EMI conditions using permutation entropy-based features

Mitiche, I., Morison, G., Nesbitt, A., Boreham, P. & Stewart, B. G., 26 Oct 2017, 2017 25th European Signal Processing Conference (EUSIPCO). IEEE, p. 1375-1379 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
46 Downloads (Pure)
2016

Electrocardiogram-based feature extraction for machine learning classification of obstructive sleep apnea

Mitiche, I., Morison, G. & Stewart, B. G., Dec 2016, In : International Journal of Signal Processing Systems. 4, 6, p. 515-518

Research output: Contribution to journalArticle

Open Access
File
52 Downloads (Pure)