Follow
M M Manjurul Islam, PhD
M M Manjurul Islam, PhD
Assistant Professor
Verified email at aiub.edu - Homepage
Title
Cited by
Cited by
Year
Electricity theft detection in smart grid systems: A CNN-LSTM based approach
M Hasan, RN Toma, AA Nahid, MM Islam, JM Kim
Energies 12 (17), 3310, 2019
1582019
A reliable technique for remaining useful life estimation of rolling element bearings using dynamic regression models
W Ahmad, SA Khan, MMM Islam, JM Kim
Reliability Engineering & System Safety 184, 67-76, 2019
1342019
Acoustic spectral imaging and transfer learning for reliable bearing fault diagnosis under variable speed conditions
MJ Hasan, MMM Islam, JM Kim
Measurement 138, 620-631, 2019
1172019
Automated bearing fault diagnosis scheme using 2D representation of wavelet packet transform and deep convolutional neural network
MMM Islam, JM Kim
Computers in Industry 106, 142-153, 2019
1012019
Reliable multiple combined fault diagnosis of bearings using heterogeneous feature models and multiclass support vector Machines
MMM Islam, JM Kim
Reliability Engineering & System Safety 184, 55-66, 2019
912019
Vision-based autonomous crack detection of concrete structures using a fully convolutional encoder–decoder network
MM Islam, JM Kim
Sensors 19 (19), 4251, 2019
722019
Reliable bearing fault diagnosis using Bayesian inference-based multi-class support vector machines
MMM Islam, J Kim, SA Khan, JM Kim
The Journal of the Acoustical Society of America 141 (2), EL89-EL95, 2017
442017
Time–frequency envelope analysis-based sub-band selection and probabilistic support vector machines for multi-fault diagnosis of low-speed bearings
MMM Islam, JM Kim
Journal of Ambient Intelligence and Humanized Computing, 1-16, 2017
272017
Leakage Detection of a Spherical Water Storage Tank in a Chemical Industry Using Acoustic Emissions
M Sohaib, M Islam, J Kim, DC Jeon, JM Kim
Applied Sciences 9 (1), 196, 2019
262019
Crack classification of a pressure vessel using feature selection and deep learning methods
M Islam, M Sohaib, J Kim, JM Kim
Sensors 18 (12), 4379, 2018
212018
Motor bearing fault diagnosis using deep convolutional neural networks with 2D analysis of vibration signal
MMM Islam, JM Kim
Canadian Conference on Artificial Intelligence, 144-155, 2018
212018
Rub-impact fault diagnosis using an effective IMF selection technique in ensemble empirical mode decomposition and hybrid feature models
AE Prosvirin, M Islam, J Kim, JM Kim
Sensors 18 (7), 2040, 2018
202018
Data-driven prognostic scheme for rolling-element bearings using a new health index and variants of least-square support vector machines
MMM Islam, AE Prosvirin, JM Kim
Mechanical Systems and Signal Processing 160, 107853, 2021
172021
Fault diagnosis of motor bearing using ensemble learning algorithm with FFT-based preprocessing
N Sikder, K Bhakta, A Al Nahid, MMM Islam
2019 International Conference on Robotics, Electrical and Signal Processing …, 2019
172019
Multi-sensor fusion-based time-frequency imaging and transfer learning for spherical tank crack diagnosis under variable pressure conditions
MJ Hasan, MMM Islam, JM Kim
Measurement 168, 108478, 2021
162021
An improved algorithm for selecting IMF components in ensemble empirical mode decomposition for domain of rub-impact fault diagnosis
AE Prosvirin, MMM Islam, JM Kim
IEEE Access 7, 121728-121741, 2019
162019
Fault diagnosis of induction motor bearing using cepstrum-based preprocessing and ensemble learning algorithm
K Bhakta, N Sikder, A Al Nahid, MMM Islam
2019 International Conference on Electrical, Computer and Communication …, 2019
152019
A hybrid feature selection scheme based on local compactness and global separability for improving roller bearing diagnostic performance
MMM Islam, MR Islam, JM Kim
Australasian Conference on Artificial Life and Computational Intelligence …, 2017
122017
Multi-fault diagnosis of roller bearings using support vector machines with an improved decision strategy
MMM Islam, SA Khan, JM Kim
International Conference on Intelligent Computing, 538-550, 2015
112015
Bearing Fault Diagnosis Using Multidomain Fusion-Based Vibration Imaging and Multitask Learning
MJ Hasan, MMM Islam, JM Kim
Sensors 22 (1), 56, 2021
102021
The system can't perform the operation now. Try again later.
Articles 1–20