-
1
-
-
84863033372
-
Application of the intrinsic time-scale decomposition method to fault diagnosis of wind turbine bearing
-
X. An, D. Jiang, J. Chen, and C. Liu Application of the intrinsic time-scale decomposition method to fault diagnosis of wind turbine bearing Journal of Vibration and Control 18 2 2012 240 245
-
(2012)
Journal of Vibration and Control
, vol.18
, Issue.2
, pp. 240-245
-
-
An, X.1
Jiang, D.2
Chen, J.3
Liu, C.4
-
2
-
-
84868316145
-
A review of the stability of feature selection techniques for bioinformatics data
-
IEEE
-
Awada, W.; Khoshgoftaar, T. M.; Dittman, D.; Wald, R.; Napolitano, A. (2012) A review of the stability of feature selection techniques for bioinformatics data. In 2012 IEEE 13th International Conference on Information Reuse and Integration (IRI) (pp. 356-363). IEEE.
-
(2012)
2012 IEEE 13th International Conference on Information Reuse and Integration (IRI)
, pp. 356-363
-
-
Awada, W.1
Khoshgoftaar T., .M.2
Dittman, D.3
Wald, R.4
Napolitano, A.5
-
4
-
-
31144473375
-
The use of features selection and nearest neighbors rule for faults diagnostic in induction motors
-
DOI 10.1016/j.engappai.2005.07.004, PII S0952197605000904
-
R. Casimir, E. Boutleux, G. Clerc, and A. Yahoui The use of features selection and nearest neighbors rule for faults diagnostic in induction motors Engineering Applications of Artificial Intelligence 19 2 2006 169 177 (Pubitemid 43124070)
-
(2006)
Engineering Applications of Artificial Intelligence
, vol.19
, Issue.2
, pp. 169-177
-
-
Casimir, R.1
Boutleux, E.2
Clerc, G.3
Yahoui, A.4
-
6
-
-
84880365880
-
Wind turbine pitch faults prognosis using a-priori knowledge-based ANFIS
-
B. Chen, P.C. Matthews, and P.J. Tavner Wind turbine pitch faults prognosis using a-priori knowledge-based ANFIS Expert Systems with Applications 40 17 2013 6863 6876
-
(2013)
Expert Systems with Applications
, vol.40
, Issue.17
, pp. 6863-6876
-
-
Chen, B.1
Matthews, P.C.2
Tavner, P.J.3
-
7
-
-
57649157675
-
Comparison of performance of five common classifiers represented as boundary methods: Euclidean distance to centroids, linear discriminant analysis, quadratic discriminant analysis, learning vector quantization and support vector machines, as dependent on data structure
-
S.J. Dixon, and R.G. Brereton Comparison of performance of five common classifiers represented as boundary methods: Euclidean distance to centroids, linear discriminant analysis, quadratic discriminant analysis, learning vector quantization and support vector machines, as dependent on data structure Chemometrics and Intelligent Laboratory Systems 95 1 2009 1 17
-
(2009)
Chemometrics and Intelligent Laboratory Systems
, vol.95
, Issue.1
, pp. 1-17
-
-
Dixon, S.J.1
Brereton, R.G.2
-
8
-
-
38649101533
-
Energy and entropy-based feature extraction for locating fault on transmission lines by using neural network and wavelet packet decomposition
-
DOI 10.1016/j.eswa.2007.05.011, PII S0957417407001881
-
S. Ekici, S. Yildirim, and M. Poyraz Energy and entropy-based feature extraction for locating fault on transmission lines by using neural network and wavelet packet decomposition Expert Systems with Applications 34 4 2008 2937 2944 (Pubitemid 351173798)
-
(2008)
Expert Systems with Applications
, vol.34
, Issue.4
, pp. 2937-2944
-
-
Ekici, S.1
Yildirim, S.2
Poyraz, M.3
-
11
-
-
79952194684
-
Machine condition classification using deterioration feature extraction and anomaly determination
-
D. Jiang, and C. Liu Machine condition classification using deterioration feature extraction and anomaly determination IEEE Transactions on Reliability 60 1 2011 41 48
-
(2011)
IEEE Transactions on Reliability
, vol.60
, Issue.1
, pp. 41-48
-
-
Jiang, D.1
Liu, C.2
-
12
-
-
83455245911
-
Feature selection for fault detection in rolling element bearings using mutual information
-
K. Kappaganthu, and C. Nataraj Feature selection for fault detection in rolling element bearings using mutual information Journal of Vibration and Acoustics 133 6 2011
-
(2011)
Journal of Vibration and Acoustics
, vol.133
, Issue.6
-
-
Kappaganthu, K.1
Nataraj, C.2
-
13
-
-
0033640901
-
Comparison of algorithms that select features for pattern classifiers
-
DOI 10.1016/S0031-3203(99)00041-2
-
M. Kudo, and J. Sklansky Comparison of algorithms that select features for pattern classifiers Pattern Recognition 33 1 2000 25 41 (Pubitemid 32081876)
-
(2000)
Pattern Recognition
, vol.33
, Issue.1
, pp. 25-41
-
-
Kudo, M.1
Sklansky, J.2
-
14
-
-
79751491467
-
The prediction and diagnosis of wind turbine faults
-
A. Kusiak, and W. Li The prediction and diagnosis of wind turbine faults Renewable Energy 36 1 2011 16 23
-
(2011)
Renewable Energy
, vol.36
, Issue.1
, pp. 16-23
-
-
Kusiak, A.1
Li, W.2
-
15
-
-
36048939640
-
New clustering algorithm-based fault diagnosis using compensation distance evaluation technique
-
DOI 10.1016/j.ymssp.2007.07.013, PII S0888327007001227
-
Y. Lei, Z. He, Y. Zi, and X. Chen New clustering algorithm-based fault diagnosis using compensation distance evaluation technique Mechanical Systems and Signal Processing 22 2 2008 419 435 (Pubitemid 350102765)
-
(2008)
Mechanical Systems and Signal Processing
, vol.22
, Issue.2
, pp. 419-435
-
-
Lei, Y.1
He, Z.2
Zi, Y.3
Chen, X.4
-
17
-
-
84862804273
-
Feature selection based on sensitivity analysis of fuzzy isodata
-
Q. Liu, Z. Zhao, Y.X. Li, and Y. Li Feature selection based on sensitivity analysis of fuzzy isodata Neurocomputing 85 2012 29 37
-
(2012)
Neurocomputing
, vol.85
, pp. 29-37
-
-
Liu, Q.1
Zhao, Z.2
Li, Y.X.3
Li, Y.4
-
18
-
-
67651155773
-
Multiple manifolds analysis and its application to fault diagnosis
-
M. Li, J. Xu, J. Yang, D. Yang, and D. Wang Multiple manifolds analysis and its application to fault diagnosis Mechanical Systems and Signal Processing 23 8 2009 2500 2509
-
(2009)
Mechanical Systems and Signal Processing
, vol.23
, Issue.8
, pp. 2500-2509
-
-
Li, M.1
Xu, J.2
Yang, J.3
Yang, D.4
Wang, D.5
-
19
-
-
84870239552
-
Blind vibration component separation and nonlinear feature extraction applied to the nonstationary vibration signals for the gearbox multi-fault diagnosis
-
Z. Li, X. Yan, Z. Tian, C. Yuan, Z. Peng, and L. Li Blind vibration component separation and nonlinear feature extraction applied to the nonstationary vibration signals for the gearbox multi-fault diagnosis Measurement 46 1 2013 259 271
-
(2013)
Measurement
, vol.46
, Issue.1
, pp. 259-271
-
-
Li, Z.1
Yan, X.2
Tian, Z.3
Yuan, C.4
Peng, Z.5
Li, L.6
-
20
-
-
10244259183
-
PCA-based feature selection scheme for machine defect classification
-
A. Malhi, and R.X. Gao PCA-based feature selection scheme for machine defect classification IEEE Transactions on Instrumentation and Measurement 53 6 2004 1517 1525
-
(2004)
IEEE Transactions on Instrumentation and Measurement
, vol.53
, Issue.6
, pp. 1517-1525
-
-
Malhi, A.1
Gao, R.X.2
-
21
-
-
34250682663
-
Information theory in auditory research
-
DOI 10.1016/j.heares.2007.01.012, PII S0378595507000160
-
I. Nelken, and G. Chechik Information theory in auditory research Hearing Research 229 1 2007 94 105 (Pubitemid 46929064)
-
(2007)
Hearing Research
, vol.229
, Issue.1-2
, pp. 94-105
-
-
Nelken, I.1
Chechik, G.2
-
23
-
-
84888315345
-
Genetic algorithm-based heuristic for feature selection in credit risk assessment
-
S. Oreski, and G. Oreski Genetic algorithm-based heuristic for feature selection in credit risk assessment Expert Systems with Applications 41 4, Part 2 2014 2052 2064
-
(2014)
Expert Systems with Applications
, vol.41
, Issue.4 PART 2
, pp. 2052-2064
-
-
Oreski, S.1
Oreski, G.2
-
24
-
-
24344458137
-
Feature selection based on mutual information: Criteria of Max-Dependency, Max-Relevance, and Min-Redundancy
-
DOI 10.1109/TPAMI.2005.159
-
H. Peng, F. Long, and C. Ding Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy IEEE Transactions on Pattern Analysis and Machine Intelligence 27 8 2005 1226 1238 (Pubitemid 41245053)
-
(2005)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.27
, Issue.8
, pp. 1226-1238
-
-
Peng, H.1
Long, F.2
Ding, C.3
-
26
-
-
0034704222
-
Nonlinear dimensionality reduction by locally linear embedding
-
DOI 10.1126/science.290.5500.2323
-
S.T. Roweis, and L.K. Saul Nonlinear dimensionality reduction by locally linear embedding Science 290 5500 2000 2323 2326 (Pubitemid 32041578)
-
(2000)
Science
, vol.290
, Issue.5500
, pp. 2323-2326
-
-
Roweis, S.T.1
Saul, L.K.2
-
27
-
-
78650707295
-
Multi component fault diagnosis of rotational mechanical system based on decision tree and support vector machine
-
M. Saimurugan, K. Ramachandran, V. Sugumaran, and N. Sakthivel Multi component fault diagnosis of rotational mechanical system based on decision tree and support vector machine Expert Systems with Applications 38 4 2011 3819 3826
-
(2011)
Expert Systems with Applications
, vol.38
, Issue.4
, pp. 3819-3826
-
-
Saimurugan, M.1
Ramachandran, K.2
Sugumaran, V.3
Sakthivel, N.4
-
28
-
-
80255123270
-
A feature selection method based on kernel canonical correlation analysis and the minimum redundancy-maximum relevance filter method
-
C.O. Sakar, O. Kursun, and F. Gurgen A feature selection method based on kernel canonical correlation analysis and the minimum redundancy-maximum relevance filter method Expert Systems with Applications 39 3 2012 3432 3437
-
(2012)
Expert Systems with Applications
, vol.39
, Issue.3
, pp. 3432-3437
-
-
Sakar, C.O.1
Kursun, O.2
Gurgen, F.3
-
29
-
-
33750591809
-
Feature selection using Decision Tree and classification through Proximal Support Vector Machine for fault diagnostics of roller bearing
-
DOI 10.1016/j.ymssp.2006.05.004, PII S0888327006001142
-
V. Sugumaran, V. Muralidharan, and K. Ramachandran Feature selection using decision tree and classification through proximal support vector machine for fault diagnostics of roller bearing Mechanical Systems and Signal Processing 21 2 2007 930 942 (Pubitemid 44679818)
-
(2007)
Mechanical Systems and Signal Processing
, vol.21
, Issue.2
, pp. 930-942
-
-
Sugumaran, V.1
Muralidharan, V.2
Ramachandran, K.I.3
-
30
-
-
84880675844
-
Fault diagnosis for a wind turbine transmission system based on manifold learning and shannon wavelet support vector machine
-
B. Tang, T. Song, F. Li, and L. Deng Fault diagnosis for a wind turbine transmission system based on manifold learning and shannon wavelet support vector machine Renewable Energy 62 2014 1 9
-
(2014)
Renewable Energy
, vol.62
, pp. 1-9
-
-
Tang, B.1
Song, T.2
Li, F.3
Deng, L.4
-
31
-
-
0034704229
-
A global geometric framework for nonlinear dimensionality reduction
-
DOI 10.1126/science.290.5500.2319
-
J.B. Tenenbaum, V. De Silva, and J.C. Langford A global geometric framework for nonlinear dimensionality reduction Science 290 5500 2000 2319 2323 (Pubitemid 32041577)
-
(2000)
Science
, vol.290
, Issue.5500
, pp. 2319-2323
-
-
Tenenbaum, J.B.1
De Silva, V.2
Langford, J.C.3
-
32
-
-
78049530968
-
Dimensionality reduction techniques for blog visualization
-
F.S. Tsai Dimensionality reduction techniques for blog visualization Expert Systems with Applications 38 3 2011 2766 2773
-
(2011)
Expert Systems with Applications
, vol.38
, Issue.3
, pp. 2766-2773
-
-
Tsai, F.S.1
-
33
-
-
33751002948
-
A novel feature selection approach: Combining feature wrappers and filters
-
DOI 10.1016/j.ins.2006.03.022, PII S0020025506000806
-
Ö Uncu, and I. Türkşen A novel feature selection approach: combining feature wrappers and filters Information Sciences 177 2 2007 449 466 (Pubitemid 44740289)
-
(2007)
Information Sciences
, vol.177
, Issue.2
, pp. 449-466
-
-
Uncu, O.1
Turksen, I.B.2
-
34
-
-
0032594959
-
An overview of statistical learning theory
-
V.N. Vapnik An overview of statistical learning theory IEEE Transactions on Neural Networks 10 5 1999 988 999
-
(1999)
IEEE Transactions on Neural Networks
, vol.10
, Issue.5
, pp. 988-999
-
-
Vapnik, V.N.1
-
35
-
-
33745204883
-
ISOLLE: LLE with geodesic distance
-
DOI 10.1016/j.neucom.2005.12.120, PII S092523120500442X
-
C. Varini, A. Degenhard, and T.W. Nattkemper ISOLLE: LLE with geodesic distance Neurocomputing 69 13 2006 1768 1771 (Pubitemid 43906072)
-
(2006)
Neurocomputing
, vol.69
, Issue.13-15
, pp. 1768-1771
-
-
Varini, C.1
Degenhard, A.2
Nattkemper, T.W.3
-
37
-
-
1942436689
-
Image quality assessment: From error visibility to structural similarity
-
Z. Wang, A.C. Bovik, H.R. Sheikh, and E.P. Simoncelli Image quality assessment: From error visibility to structural similarity IEEE Transactions on Image Processing 13 4 2004 600 612
-
(2004)
IEEE Transactions on Image Processing
, vol.13
, Issue.4
, pp. 600-612
-
-
Wang, Z.1
Bovik, A.C.2
Sheikh, H.R.3
Simoncelli, E.P.4
-
38
-
-
84891700544
-
Study on image co-registration based on matrix similarity degree
-
X. Wang, Y. Dang, and Y. Cheng Study on image co-registration based on matrix similarity degree Science of Surveying and Mapping 33 6 2008 44 46
-
(2008)
Science of Surveying and Mapping
, vol.33
, Issue.6
, pp. 44-46
-
-
Wang, X.1
Dang, Y.2
Cheng, Y.3
-
39
-
-
29144482039
-
Neighborhood size selection in the k-nearest-neighbor rule using statistical confidence
-
DOI 10.1016/j.patcog.2005.08.009, PII S0031320305003365
-
J. Wang, P. Neskovic, and L.N. Cooper Neighborhood size selection in the k-nearest-neighbor rule using statistical confidence Pattern Recognition 39 3 2006 417 423 (Pubitemid 41808622)
-
(2006)
Pattern Recognition
, vol.39
, Issue.3
, pp. 417-423
-
-
Wang, J.1
Neskovic, P.2
Cooper, L.N.3
-
40
-
-
84863083806
-
A hybrid text classification approach with low dependency on parameter by integrating k-nearest neighbor and support vector machine
-
C.H. Wan, L.H. Lee, R. Rajkumar, and D. Isa A hybrid text classification approach with low dependency on parameter by integrating k-nearest neighbor and support vector machine Expert Systems with Applications 39 15 2012 11880 11888
-
(2012)
Expert Systems with Applications
, vol.39
, Issue.15
, pp. 11880-11888
-
-
Wan, C.H.1
Lee, L.H.2
Rajkumar, R.3
Isa, D.4
-
41
-
-
84891667055
-
A comparative evaluation of filter-based feature selection methods for hyper-spectral band selection
-
B. Wu, C. Chen, T.M. Kechadi, and L. Sun A comparative evaluation of filter-based feature selection methods for hyper-spectral band selection International Journal of Remote Sensing 34 22 2013 7974 7990
-
(2013)
International Journal of Remote Sensing
, vol.34
, Issue.22
, pp. 7974-7990
-
-
Wu, B.1
Chen, C.2
Kechadi, T.M.3
Sun, L.4
-
42
-
-
71749087258
-
Fault diagnosis for internal combustion engines using intake manifold pressure and artificial neural network
-
J.D. Wu, C.K. Huang, Y.W. Chang, and Y.J. Shiao Fault diagnosis for internal combustion engines using intake manifold pressure and artificial neural network Expert Systems with Applications 37 2 2010 949 958
-
(2010)
Expert Systems with Applications
, vol.37
, Issue.2
, pp. 949-958
-
-
Wu, J.D.1
Huang, C.K.2
Chang, Y.W.3
Shiao, Y.J.4
-
43
-
-
79957997927
-
Artificial neural network approach for locating internal faults in salient-pole synchronous generator
-
H. Yaghobi, H. Rajabi Mashhadi, and K. Ansari Artificial neural network approach for locating internal faults in salient-pole synchronous generator Expert Systems with Applications 38 10 2011 13328 13341
-
(2011)
Expert Systems with Applications
, vol.38
, Issue.10
, pp. 13328-13341
-
-
Yaghobi, H.1
Rajabi Mashhadi, H.2
Ansari, K.3
-
44
-
-
77958589503
-
Local and global regressive mapping for manifold learning with out-of-sample extrapolation
-
American Association for Artificial Intelligence Press
-
Yang, Y.; Nie, F.; Xiang, S.; Zhuang, Y.; Wang, W. (2010). Local and global regressive mapping for manifold learning with out-of-sample extrapolation. In 24th AAAI Conference on Artificial Intelligence and the 22nd Innovative Applications of Artificial Intelligence Conference (Vol. 1), (pp. 649-654). American Association for Artificial Intelligence Press.
-
(2010)
24th AAAI Conference on Artificial Intelligence and the 22nd Innovative Applications of Artificial Intelligence Conference
, vol.1
, pp. 649-654
-
-
Yang, Y.1
Nie, F.2
Xiang, S.3
Zhuang, Y.4
Wang, W.5
-
45
-
-
28744446722
-
Fault diagnosis of rotating machinery based on multi-class support vector machines
-
B.S. Yang, T. Han, and W.W. Hwang Fault diagnosis of rotating machinery based on multi-class support vector machines Journal of Mechanical Science and Technology 19 3 2005 846 859 (Pubitemid 41754848)
-
(2005)
Journal of Mechanical Science and Technology
, vol.19
, Issue.3
, pp. 846-859
-
-
Yang, B.-S.1
Han, T.2
Hwang, W.-W.3
-
46
-
-
79951579854
-
Bearing performance degradation assessment using locality preserving projections
-
J.B. Yu Bearing performance degradation assessment using locality preserving projections Expert Systems with Applications 38 6 2011 7440 7450
-
(2011)
Expert Systems with Applications
, vol.38
, Issue.6
, pp. 7440-7450
-
-
Yu, J.B.1
-
47
-
-
80052944609
-
Feature selection for high-dimensional machinery fault diagnosis data using multiple models and radial basis function networks
-
K. Zhang, Y. Li, P. Scarf, and A. Ball Feature selection for high-dimensional machinery fault diagnosis data using multiple models and radial basis function networks Neurocomputing 74 17 2011 2941 2952
-
(2011)
Neurocomputing
, vol.74
, Issue.17
, pp. 2941-2952
-
-
Zhang, K.1
Li, Y.2
Scarf, P.3
Ball, A.4
-
48
-
-
80255123453
-
Vibrant fault diagnosis for hydroelectric generator units with a new combination of rough sets and support vector machine
-
X. Zhang, J. Zhou, J. Guo, Q. Zou, and Z. Huang Vibrant fault diagnosis for hydroelectric generator units with a new combination of rough sets and support vector machine Expert Systems with Applications 39 3 2012 2621 2628
-
(2012)
Expert Systems with Applications
, vol.39
, Issue.3
, pp. 2621-2628
-
-
Zhang, X.1
Zhou, J.2
Guo, J.3
Zou, Q.4
Huang, Z.5
-
49
-
-
84876913015
-
Two simple multivariate procedures for monitoring planetary gearboxes in non-stationary operating conditions
-
R. Zimroz, and A. Bartkowiak Two simple multivariate procedures for monitoring planetary gearboxes in non-stationary operating conditions Mechanical Systems and Signal Processing 38 1 2013 237 247
-
(2013)
Mechanical Systems and Signal Processing
, vol.38
, Issue.1
, pp. 237-247
-
-
Zimroz, R.1
Bartkowiak, A.2
|