Aging Precursor Identification and Lifetime Estimation for Thermally Aged Discrete Package Silicon Power Switches S Dusmez, S Ali, M Heydarzadeh, A Kamath, H Duran, B Akin IEEE Transactions on Industry Applications 53 (1), 251 - 260, 2016 | 126 | 2016 |
Lifetime estimation of discrete IGBT devices based on Gaussian process SH Ali, M Heydarzadeh, S Dusmez, X Li, AS Kamath, B Akin IEEE Transactions on industry applications 54 (1), 395-403, 2017 | 81 | 2017 |
Remaining Useful Lifetime Estimation for Power MOSFETs Under Thermal Stress With RANSAC Outlier Removal S Dusmez, M Heydarzadeh, M Nourani, B Akin IEEE Transactions on Industrial Informatics 13 (3), 1271 - 1279, 2017 | 75 | 2017 |
A pressure map dataset for posture and subject analytics MB Pouyan, J Birjandtalab, M Heydarzadeh, M Nourani, S Ostadabbas 2017 IEEE EMBS international conference on biomedical & health informatics …, 2017 | 71 | 2017 |
Automated EEG-based epileptic seizure detection using deep neural networks J Birjandtalab, M Heydarzadeh, M Nourani 2017 IEEE International Conference on Healthcare Informatics (ICHI), 552-555, 2017 | 70 | 2017 |
A two-stage fault detection and isolation platform for industrial systems using residual evaluation M Heydarzadeh, M Nourani IEEE Transactions on Instrumentation and Measurement 65 (10), 2424-2432, 2016 | 66 | 2016 |
Gear fault diagnosis using discrete wavelet transform and deep neural networks M Heydarzadeh, SH Kia, M Nourani, H Henao, GA Capolino IECON 2016-42nd annual conference of the IEEE industrial electronics society …, 2016 | 53 | 2016 |
In-bed posture classification using deep autoencoders M Heydarzadeh, M Nourani, S Ostadabbas 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 52 | 2016 |
A wavelet-based fault diagnosis approach for permanent magnet synchronous motors M Heydarzadeh, M Zafarani, M Nourani, B Akin IEEE Transactions on Energy Conversion 34 (2), 761-772, 2018 | 42 | 2018 |
Bayesian remaining useful lifetime prediction of thermally aged power MOSFETs M Heydarzadeh, S Dusmez, M Nourani, B Akin 2017 IEEE Applied Power Electronics Conference and Exposition (APEC), 2718-2722, 2017 | 27 | 2017 |
Non-invasive gearbox fault diagnosis using scattering transform of acoustic emission M Heydarzadeh, M Nourani, J Hansen, SH Kia 2017 IEEE international conference on acoustics, speech and signal …, 2017 | 23 | 2017 |
Gearbox Fault Diagnosis Using Power Spectral Analysis M Heydarzadeh, N Madani, M Nourani Signal Processing Systems (SiPS), 2016 IEEE International Workshop on, 242--247, 2016 | 19 | 2016 |
Gaits analysis using pressure image for subject identification M Heydarzadeh, J Birjandtalab, MB Pouyan, M Nourani, S Ostadabbas 2017 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2017 | 18 | 2017 |
A scalable spark-based fault diagnosis platform for gearbox fault diagnosis in wind farms MB Imani, M Heydarzadeh, L Khan, M Nourani 2017 IEEE International Conference on Information Reuse and Integration (IRI …, 2017 | 17 | 2017 |
Augmented reality for breast tumors visualization MA Ghaderi, M Heydarzadeh, M Nourani, G Gupta, L Tamil 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 17 | 2016 |
A robust remaining useful lifetime estimation method for discrete power MOSFETs S Dusmez, M Heydarzadeh, M Nourani, B Akin Energy Conversion Congress and Exposition (ECCE), 2016 IEEE, 1-6, 2017 | 13 | 2017 |
A spark-based analytic pipeline for seizure detection in EEG big data streams MSE Sendi, M Heydarzadeh, B Mahmoudi 2018 40th Annual International Conference of the IEEE Engineering in …, 2018 | 12 | 2018 |
Personalization of NonEEG-based seizure detection systems D Cogan, M Heydarzadeh, M Nourani Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual …, 2016 | 11 | 2016 |
Emg spectral analysis for prosthetic finger control M Heydarzadeh, J Birjandtalab, M Nourani 2017 European Conference on Electrical Engineering and Computer Science …, 2017 | 9 | 2017 |
A model-based signal processing method for fault diagnosis in PMSM machine M Heydarzadeh, M Zafarani, E Ugur, B Akin, M Nourani 2017 IEEE Energy Conversion Congress and Exposition (ECCE), 3160-3164, 2017 | 9 | 2017 |