Imene Mitiche

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 19

Top Topics

Generalized Gaussian Distribution

Partial Discharge

Fault Diagnosis

Top Venues

IEEE Trans. Instrum. Meas.

Publications

Ragavesh Dhandapani, Imene Mitiche, Scott McMeekin, Gordon Morison
Bearing Faults Diagnosis and Classification Using Generalized Gaussian Distribution Multiscale Dispersion Entropy Features. EUSIPCO (2022)
Alireza Salimy, Imene Mitiche, Philip Boreham, Alan Nesbitt, Gordon Morison
Can a deep learning based IoT fault diagnosis system identify more than one fault at a time? IoTaIS (2022)
Ragavesh Dhandapani, Imene Mitiche, Scott McMeekin, Gordon Morison
A Novel Bearing Faults Detection Method Using Generalized Gaussian Distribution Refined Composite Multiscale Dispersion Entropy. IEEE Trans. Instrum. Meas. 71 (2022)
Alireza Salimy, Imene Mitiche, Philip Boreham, Alan Nesbitt, Gordon Morison
Dynamic Noise Reduction with Deep Residual Shrinkage Networks for Online Fault Classification. Sensors 22 (2) (2022)
Imene Mitiche, Alireza Salimy, Philip Boreham, Tony McGrail, Alan Nesbitt, Gordon Morison
Unsupervised Source Separation for Multi-Label Classification. EUSIPCO (2022)
Imene Mitiche, Tony McGrail, Philip Boreham, Alan Nesbitt, Gordon Morison
Data-Driven Anomaly Detection in High-Voltage Transformer Bushings with LSTM Auto-Encoder. Sensors 21 (21) (2021)
Imene Mitiche, Alireza Salimy, Falk Werner, Philip Boreham, Alan Nesbitt, Gordon Morison
OODCN: Out-Of-Distribution Detection in Capsule Networks for Fault Identification. EUSIPCO (2021)
Alireza Salimy, Imene Mitiche, Philip Boreham, Alan Nesbitt, Gordon Morison
Robust Deep Residual Shrinkage Networks for Online Fault Classification. EUSIPCO (2021)
Ragavesh Dhandapani, Imene Mitiche, Scott McMeekin, Venkateswara Sarma Mallela, Gordon Morison
Enhanced Partial Discharge Signal Denoising Using Dispersion Entropy Optimized Variational Mode Decomposition. Entropy 23 (12) (2021)
Imene Mitiche, Mark David Jenkins, Philip Boreham, Alan Nesbitt, Gordon Morison
An expert system for EMI data classification based on complex Bispectrum representation and deep learning methods. Expert Syst. Appl. 171 (2021)
Alireza Salimy, Imene Mitiche, Philip Boreham, Alan Nesbitt, Gordon Morison
Low Complexity Classification of Power Asset Faults for Real Time IoT-based Diagnostics. GCAIoT (2020)
Imene Mitiche, Mark David Jenkins, Philip Boreham, Alan Nesbitt, Gordon Morison
Deep Complex Neural Network Learning for High-Voltage Insulation Fault Classification from Complex Bispectrum Representation. EUSIPCO (2019)
Ragavesh Dhandapani, Imene Mitiche, Venkateswara Sharma Mallela, Gordon Morison
Partial Discharge Signal Denoising based on VMD and Group-Sparse TV Denoising. ICSPIS (2019)
Imene Mitiche, Gordon Morison, Alan Nesbitt, Brian G. Stewart, Philip Boreham
Entropy-Based Feature Extraction for Electromagnetic Discharges Classification in High-Voltage Power Generation. Entropy 20 (8) (2018)
Imene Mitiche, Mark David Jenkins, Philip Boreham, Alan Nesbitt, Brian G. Stewart, Gordon Morison
Deep Residual Neural Network for EMI Event Classification Using Bispectrum Representations. EUSIPCO (2018)
Imene Mitiche, Gordon Morison, Alan Nesbitt, Michael Hughes-Narborough, Brian G. Stewart, Philip Boreham
Classification of Partial Discharge Signals by Combining Adaptive Local Iterative Filtering and Entropy Features. Sensors 18 (2) (2018)
Imene Mitiche, Gordon Morison, Alan Nesbitt, Michael Hughes-Narborough, Brian G. Stewart, Philip Boreham
Imaging Time Series for the Classification of EMI Discharge Sources. Sensors 18 (9) (2018)
Imene Mitiche, Alan Nesbitt, Philip Boreham, Brian G. Stewart, Gordon Morison
Naive Bayes Multi-Label Classification Approach for High-Voltage Condition Monitoring. IOTAIS (2018)
Imene Mitiche, Gordon Morison, Alan Nesbitt, Philip Boreham, Brian G. Stewart
Classification of partial discharge EMI conditions using permutation entropy-based features. EUSIPCO (2017)