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Volumn 8, Issue 1, 2008, Pages 202-215

Time sequence data mining using time-frequency analysis and soft computing techniques

Author keywords

Data mining; Feature extraction; Fuzzy MLP; Knowledge discovery; Learning vector quantization network; Neural networks; Non stationary time series; Pattern classification; S transform

Indexed keywords

FUZZY LOGIC; MULTIRESOLUTION ANALYSIS; NEURAL NETWORKS; PATTERN RECOGNITION; TIME SERIES ANALYSIS; VECTOR QUANTIZATION;

EID: 34548495317     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2007.01.001     Document Type: Article
Times cited : (15)

References (28)
  • 1
    • 0036529564 scopus 로고    scopus 로고
    • Artificial intelligence and advanced mathematical tools for power quality applications: a survey
    • Ibrahim W.R.A., and Marcos M.M. Artificial intelligence and advanced mathematical tools for power quality applications: a survey. IEEE Trans. Power Del. 17 2 (2002) 668-673
    • (2002) IEEE Trans. Power Del. , vol.17 , Issue.2 , pp. 668-673
    • Ibrahim, W.R.A.1    Marcos, M.M.2
  • 3
    • 0036529638 scopus 로고    scopus 로고
    • A neural-fuzzy classifier for recognition of power quality disturbances
    • Huang J., Negnevitsky M., and Nguyen D.T. A neural-fuzzy classifier for recognition of power quality disturbances. IEEE Trans. Power Del. 17 4 (2002) 609-616
    • (2002) IEEE Trans. Power Del. , vol.17 , Issue.4 , pp. 609-616
    • Huang, J.1    Negnevitsky, M.2    Nguyen, D.T.3
  • 5
    • 0031988347 scopus 로고    scopus 로고
    • Fuzzy-based adaptive digital power metering using a genetic algorithm
    • Kung C.K., Devaney M.J., Huang C.M., and Kumg C.M. Fuzzy-based adaptive digital power metering using a genetic algorithm. IEEE Trans. Instrum. Meas. 47 1 (1998) 183-188
    • (1998) IEEE Trans. Instrum. Meas. , vol.47 , Issue.1 , pp. 183-188
    • Kung, C.K.1    Devaney, M.J.2    Huang, C.M.3    Kumg, C.M.4
  • 6
    • 0033207874 scopus 로고    scopus 로고
    • Power quality detection and classification using wavelet-multiresolution signal decomposition
    • Gaouda A.M., Salam M.M.A., Sultan M.R., and Chikhani A.Y. Power quality detection and classification using wavelet-multiresolution signal decomposition. IEEE Trans. Power Del. 14 10 (1999) 1469-1476
    • (1999) IEEE Trans. Power Del. , vol.14 , Issue.10 , pp. 1469-1476
    • Gaouda, A.M.1    Salam, M.M.A.2    Sultan, M.R.3    Chikhani, A.Y.4
  • 8
    • 0034289984 scopus 로고    scopus 로고
    • Wavelet based on-line disturbance detection for power quality application
    • Karimi M., Mokhtari H., and Iravani M.R. Wavelet based on-line disturbance detection for power quality application. IEEE Trans. Power Del. 15 10 (2000) 1212-1220
    • (2000) IEEE Trans. Power Del. , vol.15 , Issue.10 , pp. 1212-1220
    • Karimi, M.1    Mokhtari, H.2    Iravani, M.R.3
  • 9
    • 0036120817 scopus 로고    scopus 로고
    • Experimental performance evaluation of a wavelet-based on-line voltage detection method for power quality application
    • Mokhtari H., Ghartemani M.K., and Iravani M.R. Experimental performance evaluation of a wavelet-based on-line voltage detection method for power quality application. IEEE Trans. Power Del. 17 1 (2002) 161-172
    • (2002) IEEE Trans. Power Del. , vol.17 , Issue.1 , pp. 161-172
    • Mokhtari, H.1    Ghartemani, M.K.2    Iravani, M.R.3
  • 11
    • 0033689505 scopus 로고    scopus 로고
    • Power quality disturbance waveform recognition using wavelet-based neural classifier-part I: Theoretical foundation
    • Santoso S., Powers E.J., Grady W.M., and Parsons A.C. Power quality disturbance waveform recognition using wavelet-based neural classifier-part I: Theoretical foundation. IEEE Trans. Power Del. 15 1 (2000) 222-228
    • (2000) IEEE Trans. Power Del. , vol.15 , Issue.1 , pp. 222-228
    • Santoso, S.1    Powers, E.J.2    Grady, W.M.3    Parsons, A.C.4
  • 12
    • 0035400295 scopus 로고    scopus 로고
    • A de-noising scheme for enhancing wavelet-based power quality monitoring system
    • Yang H.T., and Liao C.C. A de-noising scheme for enhancing wavelet-based power quality monitoring system. IEEE Trans. Power Del. 16 7 (2001) 353-360
    • (2001) IEEE Trans. Power Del. , vol.16 , Issue.7 , pp. 353-360
    • Yang, H.T.1    Liao, C.C.2
  • 13
    • 0035079565 scopus 로고    scopus 로고
    • Wavelet and neural structure: a new tool for diagnostic of power system disturbances
    • Borras D., et al. Wavelet and neural structure: a new tool for diagnostic of power system disturbances. IEEE Trans. Ind. Appl. 37 1 (2001) 184-190
    • (2001) IEEE Trans. Ind. Appl. , vol.37 , Issue.1 , pp. 184-190
    • Borras, D.1
  • 15
    • 33244459555 scopus 로고    scopus 로고
    • Self organizing learning array system for power quality classification based on wavelet transform
    • He H., and Starzyk J.A. Self organizing learning array system for power quality classification based on wavelet transform. IEEE Trans. Power Deliv. 21 1 (2006) 286-295
    • (2006) IEEE Trans. Power Deliv. , vol.21 , Issue.1 , pp. 286-295
    • He, H.1    Starzyk, J.A.2
  • 18
    • 0030127735 scopus 로고    scopus 로고
    • Localization of the complex spectrum: the S-transform
    • Stockwell R.G., Mansinha L., and Lowe R.P. Localization of the complex spectrum: the S-transform. IEEE Trans. Sig. Proc. 44 4 (1996) 998-1001
    • (1996) IEEE Trans. Sig. Proc. , vol.44 , Issue.4 , pp. 998-1001
    • Stockwell, R.G.1    Mansinha, L.2    Lowe, R.P.3
  • 20
    • 0041524054 scopus 로고    scopus 로고
    • S-transform based intelligent system for classification of power quality disturbance signals
    • Lee I.W.C., and Dash P.K. S-transform based intelligent system for classification of power quality disturbance signals. IEEE Trans. Ind. Electron. 50 4 (2003) 800-805
    • (2003) IEEE Trans. Ind. Electron. , vol.50 , Issue.4 , pp. 800-805
    • Lee, I.W.C.1    Dash, P.K.2
  • 21
    • 0024880831 scopus 로고
    • Multilayer feed forward networks are universal approximators
    • Hornik K., Stinchcombe M., and White H. Multilayer feed forward networks are universal approximators. Neural Networks 2 5 (1989) 359-366
    • (1989) Neural Networks , vol.2 , Issue.5 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 22
    • 0036825878 scopus 로고    scopus 로고
    • Radial basis functional link nets and fuzzy reasoning
    • Looney C.G. Radial basis functional link nets and fuzzy reasoning. Neurocomputing 48 1-4 (2002) 489-509
    • (2002) Neurocomputing , vol.48 , Issue.1-4 , pp. 489-509
    • Looney, C.G.1
  • 23
    • 0028420218 scopus 로고
    • Learning and generalization characteristics of the random vector functional link net
    • Pao Y.H., Park G.H., and Sobajic D.J. Learning and generalization characteristics of the random vector functional link net. Neurocomputing 6 (1994) 163-180
    • (1994) Neurocomputing , vol.6 , pp. 163-180
    • Pao, Y.H.1    Park, G.H.2    Sobajic, D.J.3
  • 24
    • 0026927426 scopus 로고
    • Multilayer perceptron, fuzzy sets, and classification
    • Mitra S., and Pal S.K. Multilayer perceptron, fuzzy sets, and classification. IEEE Trans. Neural Networks 3 5 (1992) 683-697
    • (1992) IEEE Trans. Neural Networks , vol.3 , Issue.5 , pp. 683-697
    • Mitra, S.1    Pal, S.K.2
  • 25
    • 0029184523 scopus 로고
    • Fuzzy multilayer perceptron, inferencing and rule generation
    • Mitra S., and Pal S.K. Fuzzy multilayer perceptron, inferencing and rule generation. IEEE Trans. Neural Networks 6 1 (1995) 51-63
    • (1995) IEEE Trans. Neural Networks , vol.6 , Issue.1 , pp. 51-63
    • Mitra, S.1    Pal, S.K.2
  • 26
    • 30344483921 scopus 로고    scopus 로고
    • On learning algorithm selection for classification
    • Ali S., and Smith K.A. On learning algorithm selection for classification. Appl. Soft Comput. 6 2 (2006) 119-220
    • (2006) Appl. Soft Comput. , vol.6 , Issue.2 , pp. 119-220
    • Ali, S.1    Smith, K.A.2
  • 27
    • 33750966138 scopus 로고    scopus 로고
    • Feature extraction and gating techniques for ultrasound shaft signal classification
    • Lee K., and Estivill Castro V. Feature extraction and gating techniques for ultrasound shaft signal classification. Appl. Soft Comput. 7 1 (2007) 156-165
    • (2007) Appl. Soft Comput. , vol.7 , Issue.1 , pp. 156-165
    • Lee, K.1    Estivill Castro, V.2
  • 28
    • 33750962698 scopus 로고    scopus 로고
    • Evolving an ANN classifier for condition monitoring of rotating mechanical system
    • Saxena A., and Ashraf Saad. Evolving an ANN classifier for condition monitoring of rotating mechanical system. Appl. Soft Comput. J. 7 1 (2007) 441-454
    • (2007) Appl. Soft Comput. J. , vol.7 , Issue.1 , pp. 441-454
    • Saxena, A.1    Ashraf Saad2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.