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Items: 20

1.

Discriminative feature analysis based on the crossing level for leakage classification in water pipelines.

Tu LTN, Kim JM.

J Acoust Soc Am. 2019 Jun;145(6):EL611. doi: 10.1121/1.5113809.

PMID:
31255160
2.

Crack Classification of a Pressure Vessel Using Feature Selection and Deep Learning Methods.

Islam M, Sohaib M, Kim J, Kim JM.

Sensors (Basel). 2018 Dec 11;18(12). pii: E4379. doi: 10.3390/s18124379.

3.

Bearing Fault Diagnosis Using an Extended Variable Structure Feedback Linearization Observer.

Piltan F, Kim JM.

Sensors (Basel). 2018 Dec 10;18(12). pii: E4359. doi: 10.3390/s18124359.

4.
5.

Emotional Stress State Detection Using Genetic Algorithm-Based Feature Selection on EEG Signals.

Shon D, Im K, Park JH, Lim DS, Jang B, Kim JM.

Int J Environ Res Public Health. 2018 Nov 5;15(11). pii: E2461. doi: 10.3390/ijerph15112461.

6.

A Reliable Health Indicator for Fault Prognosis of Bearings.

Duong BP, Khan SA, Shon D, Im K, Park J, Lim DS, Jang B, Kim JM.

Sensors (Basel). 2018 Nov 2;18(11). pii: E3740. doi: 10.3390/s18113740.

7.

Rub-Impact Fault Diagnosis Using an Effective IMF Selection Technique in Ensemble Empirical Mode Decomposition and Hybrid Feature Models.

Prosvirin AE, Islam M, Kim J, Kim JM.

Sensors (Basel). 2018 Jun 26;18(7). pii: E2040. doi: 10.3390/s18072040.

8.

Optimal Sub-Band Analysis Based on the Envelope Power Spectrum for Effective Fault Detection in Bearing under Variable, Low Speeds.

Nguyen HN, Kim J, Kim JM.

Sensors (Basel). 2018 May 1;18(5). pii: E1389. doi: 10.3390/s18051389.

9.

Non-Mutually Exclusive Deep Neural Network Classifier for Combined Modes of Bearing Fault Diagnosis.

Duong BP, Kim JM.

Sensors (Basel). 2018 Apr 7;18(4). pii: E1129. doi: 10.3390/s18041129.

10.

Bearing Fault Diagnosis by a Robust Higher-Order Super-Twisting Sliding Mode Observer.

Piltan F, Kim JM.

Sensors (Basel). 2018 Apr 7;18(4). pii: E1128. doi: 10.3390/s18041128.

11.

A Hybrid Feature Model and Deep-Learning-Based Bearing Fault Diagnosis.

Sohaib M, Kim CH, Kim JM.

Sensors (Basel). 2017 Dec 11;17(12). pii: E2876. doi: 10.3390/s17122876.

12.

Bearing Fault Diagnosis under Variable Speed Using Convolutional Neural Networks and the Stochastic Diagonal Levenberg-Marquardt Algorithm.

Tra V, Kim J, Khan SA, Kim JM.

Sensors (Basel). 2017 Dec 6;17(12). pii: E2834. doi: 10.3390/s17122834.

13.

Incipient fault diagnosis in bearings under variable speed conditions using multiresolution analysis and a weighted committee machine.

Tra V, Kim J, Khan SA, Kim JM.

J Acoust Soc Am. 2017 Jul;142(1):EL35. doi: 10.1121/1.4991329.

PMID:
28764477
14.

Estimating the remaining useful life of bearings using a neuro-local linear estimator-based method.

Ahmad W, Ali Khan S, Kim JM.

J Acoust Soc Am. 2017 May;141(5):EL452. doi: 10.1121/1.4983341.

PMID:
28599528
15.

Reliable bearing fault diagnosis using Bayesian inference-based multi-class support vector machines.

Islam MM, Kim J, Khan SA, Kim JM.

J Acoust Soc Am. 2017 Feb;141(2):EL89. doi: 10.1121/1.4976038.

PMID:
28253646
16.

Rotational speed invariant fault diagnosis in bearings using vibration signal imaging and local binary patterns.

Khan SA, Kim JM.

J Acoust Soc Am. 2016 Apr;139(4):EL100. doi: 10.1121/1.4945818.

PMID:
27106344
17.

Envelope analysis with a genetic algorithm-based adaptive filter bank for bearing fault detection.

Kang M, Kim J, Choi BK, Kim JM.

J Acoust Soc Am. 2015 Jul;138(1):EL65-70. doi: 10.1121/1.4922767.

PMID:
26233063
18.

An effective approach to improving low-cost GPS positioning accuracy in real-time navigation.

Islam MR, Kim JM.

ScientificWorldJournal. 2014;2014:671494. doi: 10.1155/2014/671494. Epub 2014 Jun 25.

19.

Exploration of optimal many-core models for efficient image segmentation.

Kim Y, Kang M, Kim JM.

IEEE Trans Image Process. 2013 May;22(5):1767-77. doi: 10.1109/TIP.2012.2235851. Epub 2012 Dec 21.

PMID:
23269755
20.

A hybrid technique for medical image segmentation.

Nyma A, Kang M, Kwon YK, Kim CH, Kim JM.

J Biomed Biotechnol. 2012;2012:830252. doi: 10.1155/2012/830252. Epub 2012 Jul 30.

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