메뉴 건너뛰기




Volumn 85, Issue , 2016, Pages 192-209

Feature extraction and soft computing methods for aerospace structure defect classification

Author keywords

Classification algorithms; Content Based Image Retrieval (CBIR); Eddy Currents (EC); Feature extraction; Non Destructive Testing (NDT); Soft computing

Indexed keywords

AIRCRAFT MANUFACTURE; AIRFRAMES; BRIDGE DECKS; CONTENT BASED RETRIEVAL; DATA HANDLING; DATA MINING; DEFECTS; EDDY CURRENT TESTING; EXTRACTION; FEATURE EXTRACTION; IMAGE RETRIEVAL; SIGNAL PROCESSING; SOFT COMPUTING;

EID: 84959550023     PISSN: 02632241     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.measurement.2016.02.027     Document Type: Article
Times cited : (46)

References (81)
  • 3
    • 84906690109 scopus 로고    scopus 로고
    • Improving wear and fretting characteristics with fiber reinforced aluminum liners
    • Montréal, Québec, Canada
    • D. Owen, S. Gardner, B. Modrzejewski, J. Fetty, K. Karg, Improving wear and fretting characteristics with fiber reinforced aluminum liners, in: Proceedings of AHS 70th Annual Forum, Montréal, Québec, Canada, vol. 4, 2014, pp. 2597-2606.
    • (2014) Proceedings of AHS 70th Annual Forum , vol.4 , pp. 2597-2606
    • Owen, D.1    Gardner, S.2    Modrzejewski, B.3    Fetty, J.4    Karg, K.5
  • 5
    • 68949167771 scopus 로고    scopus 로고
    • Measurement of elastic constants of limited-size piezoelectric ceramic sample by ultrasonic method
    • G. Song, C. He, Z. Liu, Y. Huang, and B. Wu Measurement of elastic constants of limited-size piezoelectric ceramic sample by ultrasonic method Meas., J. Int. Meas. Confederat. 42 8 2009 1214 1219
    • (2009) Meas., J. Int. Meas. Confederat. , vol.42 , Issue.8 , pp. 1214-1219
    • Song, G.1    He, C.2    Liu, Z.3    Huang, Y.4    Wu, B.5
  • 6
    • 84866609138 scopus 로고    scopus 로고
    • Monitoring and control of machining process by data mining and pattern recognition
    • Intelligent and Software Intensive Systems, (CISIS), July
    • S. Yacout, M. Meshreki, H. Attia, Monitoring and control of machining process by data mining and pattern recognition, in: Proceedings of the IEEE International Conference on Complex, Intelligent and Software Intensive Systems, (CISIS), July 2012, pp. 106-113.
    • (2012) Proceedings of the IEEE International Conference on Complex , pp. 106-113
    • Yacout, S.1    Meshreki, M.2    Attia, H.3
  • 9
    • 84907319108 scopus 로고    scopus 로고
    • Soft computing techniques for compressive strength prediction of concrete cylinders strengthened by CFRP composites
    • December
    • M. Jalal Soft computing techniques for compressive strength prediction of concrete cylinders strengthened by CFRP composites Sci. Eng. Compos. Mater. December 2013 1 16
    • (2013) Sci. Eng. Compos. Mater. , pp. 1-16
    • Jalal, M.1
  • 11
    • 0242288813 scopus 로고    scopus 로고
    • The support vector machine under test
    • D. Meyer, F. Leisch, and K. Hornik The support vector machine under test Neurocomputing 55 2003 169 186
    • (2003) Neurocomputing , vol.55 , pp. 169-186
    • Meyer, D.1    Leisch, F.2    Hornik, K.3
  • 13
    • 84907352872 scopus 로고    scopus 로고
    • Diagnosis of aerospace structure defects by a HPC implemented soft computing algorithm
    • Benevento, Italy, May 29-30
    • G. D'Angelo, S. Rampone, Diagnosis of aerospace structure defects by a HPC implemented soft computing algorithm, in: IEEE International Workshop on Metrology for Aerospace, Benevento, Italy, May 29-30, 2014.
    • (2014) IEEE International Workshop on Metrology for Aerospace
    • D'Angelo, G.1    Rampone, S.2
  • 14
  • 19
    • 2342647085 scopus 로고    scopus 로고
    • Robust linear discriminant trees
    • Springer
    • G.H. John Robust linear discriminant trees Learning from Data 1996 Springer 375 385
    • (1996) Learning from Data , pp. 375-385
    • John, G.H.1
  • 20
    • 0037143140 scopus 로고    scopus 로고
    • Neural network classification and novelty detection
    • M. Augusteijn, and B. Folkert Neural network classification and novelty detection Int. J. Remote Sens. 23 14 2002 2891 2902
    • (2002) Int. J. Remote Sens. , vol.23 , Issue.14 , pp. 2891-2902
    • Augusteijn, M.1    Folkert, B.2
  • 22
    • 84872418056 scopus 로고    scopus 로고
    • A fuzzified BRAIN algorithm for learning DNF from incomplete data
    • S. Rampone, and C. Russo A fuzzified BRAIN algorithm for learning DNF from incomplete data Electr. J. Appl. Stat. Anal. (EJASA) 5 2 2012 256 270
    • (2012) Electr. J. Appl. Stat. Anal. (EJASA) , vol.5 , Issue.2 , pp. 256-270
    • Rampone, S.1    Russo, C.2
  • 28
    • 23244450140 scopus 로고    scopus 로고
    • Wavelet-based PCA defect classification and quantification for pulsed eddy current NDT
    • G.Y. Tian, A. Sophian, D. Taylor, J. Rudlin, Wavelet-based PCA defect classification and quantification for pulsed eddy current NDT, in: IEE Proc.-Sci. Measurement Technology, vol. 152(4), 2005, pp. 141-148.
    • (2005) IEE Proc.-Sci. Measurement Technology , vol.152 , Issue.4 , pp. 141-148
    • Tian, G.Y.1    Sophian, A.2    Taylor, D.3    Rudlin, J.4
  • 32
    • 0025482241 scopus 로고
    • The wavelet transform, time-frequency localization and signal analysis
    • I. Daubechies The wavelet transform, time-frequency localization and signal analysis IEEE Trans. Inf. Theory 36 5 1990 961 1005
    • (1990) IEEE Trans. Inf. Theory , vol.36 , Issue.5 , pp. 961-1005
    • Daubechies, I.1
  • 33
    • 0347648615 scopus 로고
    • Content-based image retrieval systems
    • September
    • V.N. Gudivada, and V.V. Raghavan Content-based image retrieval systems IEEE Comput. 28 9 September 1995 18 22
    • (1995) IEEE Comput. , vol.28 , Issue.9 , pp. 18-22
    • Gudivada, V.N.1    Raghavan, V.V.2
  • 34
    • 84884414464 scopus 로고    scopus 로고
    • PEC frequency band selection for locating defects in two-layer aircraft structures with air gap variations
    • October
    • M. Pan, Y. He, G. Tian, D. Chen, and F. Luo PEC frequency band selection for locating defects in two-layer aircraft structures with air gap variations IEEE Trans. Instrum. Meas. 62 10 October 2013
    • (2013) IEEE Trans. Instrum. Meas. , vol.62 , Issue.10
    • Pan, M.1    He, Y.2    Tian, G.3    Chen, D.4    Luo, F.5
  • 36
    • 68249161343 scopus 로고    scopus 로고
    • PCA-based speech enhancement for distorted speech recognition
    • September
    • T. Takiguchi, and Y. Ariki PCA-based speech enhancement for distorted speech recognition J. Multimedia 2 5 September 2007 13 18
    • (2007) J. Multimedia , vol.2 , Issue.5 , pp. 13-18
    • Takiguchi, T.1    Ariki, Y.2
  • 39
    • 0026065565 scopus 로고
    • Eigenfaces for recognition
    • M. Turk, and A. Pentland Eigenfaces for recognition J. Cogn. Neurosci. 3 1 1991 71 86
    • (1991) J. Cogn. Neurosci. , vol.3 , Issue.1 , pp. 71-86
    • Turk, M.1    Pentland, A.2
  • 41
    • 0001474381 scopus 로고
    • The statistical utilization of multiple measurements
    • R.A. Fisher The statistical utilization of multiple measurements Ann. Eugen. 8 1938 376 386
    • (1938) Ann. Eugen. , vol.8 , pp. 376-386
    • Fisher, R.A.1
  • 44
    • 56249114818 scopus 로고    scopus 로고
    • Optimal scale wavelet transform for the identification of weak ultrasonic signals
    • W. Liang, and P.-W. Que Optimal scale wavelet transform for the identification of weak ultrasonic signals Meas., J. Int. Meas. Confederat. 42 1 2009 164 169
    • (2009) Meas., J. Int. Meas. Confederat. , vol.42 , Issue.1 , pp. 164-169
    • Liang, W.1    Que, P.-W.2
  • 48
    • 34347393890 scopus 로고    scopus 로고
    • A supervised feature-projection-based real-time EMG pattern recognition for multifunction myoelectric hand control
    • J.U. Chu, I. Moon, Y.J. Lee, S.K. Kim, and S.M. Mun A supervised feature-projection-based real-time EMG pattern recognition for multifunction myoelectric hand control IEEE/ASME Trans. Mechatron. 12 3 2007 282 290
    • (2007) IEEE/ASME Trans. Mechatron. , vol.12 , Issue.3 , pp. 282-290
    • Chu, J.U.1    Moon, I.2    Lee, Y.J.3    Kim, S.K.4    Mun, S.M.5
  • 50
  • 51
    • 84866914017 scopus 로고    scopus 로고
    • Feature extraction and reduction of wavelet transform coefficients for EMG pattern classification
    • A. Phinyomark, A. Nuidod, P. Phukpattaranont, and C. Limsakul Feature extraction and reduction of wavelet transform coefficients for EMG pattern classification Elektronika ir Elektrotechnika 122 6 2012 27 32
    • (2012) Elektronika Ir Elektrotechnika , vol.122 , Issue.6 , pp. 27-32
    • Phinyomark, A.1    Nuidod, A.2    Phukpattaranont, P.3    Limsakul, C.4
  • 54
    • 0031144033 scopus 로고    scopus 로고
    • Shape measures for content based image retrieval: a comparison
    • B.M. Mehtre Shape measures for content based image retrieval: a comparison Inform. Proc. Manage. 33 3 1997 319 337
    • (1997) Inform. Proc. Manage. , vol.33 , Issue.3 , pp. 319-337
    • Mehtre, B.M.1
  • 56
    • 85001728394 scopus 로고    scopus 로고
    • Content-based image retrieval in medicine: retrospective assessment, state of the art, and future directions
    • L.R. Long, S. Antani, T.M. Deserno, and G.R. Thoma Content-based image retrieval in medicine: retrospective assessment, state of the art, and future directions Int. J. Healthc. Inf. Syst. Inform. 4 1 2009 1 16
    • (2009) Int. J. Healthc. Inf. Syst. Inform. , vol.4 , Issue.1 , pp. 1-16
    • Long, L.R.1    Antani, S.2    Deserno, T.M.3    Thoma, G.R.4
  • 59
    • 0031144033 scopus 로고    scopus 로고
    • Shape measures for content based image retrieval: a comparison
    • B.M. Mehtre, M.S. Kankanhalli, and W.F. Lee Shape measures for content based image retrieval: a comparison Inf. Process. Manage. 33 3 1997 319 337
    • (1997) Inf. Process. Manage. , vol.33 , Issue.3 , pp. 319-337
    • Mehtre, B.M.1    Kankanhalli, M.S.2    Lee, W.F.3
  • 61
    • 0034276058 scopus 로고    scopus 로고
    • Region-based shape descriptor invariant to rotation, scale and translation
    • H. Kim, and J. Kim Region-based shape descriptor invariant to rotation, scale and translation Signal Process.: Image Commun. 16 2000 87 93
    • (2000) Signal Process.: Image Commun. , vol.16 , pp. 87-93
    • Kim, H.1    Kim, J.2
  • 66
    • 33749249600 scopus 로고    scopus 로고
    • The relationship between precision-recall and roc curves
    • University of Wisconsin-Madison 1210 West Dayton Street, Madison, WI, 53706 USA
    • J. Davis, and M. Goadrich The relationship between precision-recall and roc curves Proceedings of the 23rd International Conference on Machine Learning 2006 University of Wisconsin-Madison 1210 West Dayton Street, Madison, WI, 53706 USA 115 123
    • (2006) Proceedings of the 23rd International Conference on Machine Learning , pp. 115-123
    • Davis, J.1    Goadrich, M.2
  • 67
    • 84959487024 scopus 로고    scopus 로고
    • Department of Measurement Czech Technical University in Prague, Faculty of Electrical Engineering. Online, last access March 6, 2015
    • EC Data - Manual Inspection. Department of Measurement Czech Technical University in Prague, Faculty of Electrical Engineering. < http://measure.feld.cvut.cz/usr/staff/smid/datasets > Online, last access March 6, 2015.
    • EC Data - Manual Inspection
  • 68
    • 26844533831 scopus 로고    scopus 로고
    • Wavelet packet based damage identification of beam structures
    • J.G. Hana, W.X. Rena, and Z.S. Suna Wavelet packet based damage identification of beam structures Int. J. Solids Struct. 42 26 2005 6610 6627
    • (2005) Int. J. Solids Struct. , vol.42 , Issue.26 , pp. 6610-6627
    • Hana, J.G.1    Rena, W.X.2    Suna, Z.S.3
  • 69
    • 18444409032 scopus 로고    scopus 로고
    • Automated classification of eddy current signatures during manual inspection
    • R. Smid, A. Docekal, and M. Kreidl Automated classification of eddy current signatures during manual inspection NDT E Int. 38 6 2005 462 470
    • (2005) NDT E Int. , vol.38 , Issue.6 , pp. 462-470
    • Smid, R.1    Docekal, A.2    Kreidl, M.3
  • 70
    • 8344228609 scopus 로고    scopus 로고
    • An error tolerant software equipment for human DNA characterization
    • S. Rampone An error tolerant software equipment for human DNA characterization IEEE Trans. Nucl. Sci. 51 5 2004 2018 2026
    • (2004) IEEE Trans. Nucl. Sci. , vol.51 , Issue.5 , pp. 2018-2026
    • Rampone, S.1
  • 71
    • 0031788605 scopus 로고    scopus 로고
    • Recognition of splice-junctions on DNA sequences by BRAIN learning algorithm
    • S. Rampone Recognition of splice-junctions on DNA sequences by BRAIN learning algorithm Bioinform. J. 14 8 1998 676 684
    • (1998) Bioinform. J. , vol.14 , Issue.8 , pp. 676-684
    • Rampone, S.1
  • 72
    • 0000942050 scopus 로고
    • A theory and methodology of inductive learning
    • R.S. Michalski A theory and methodology of inductive learning Artif. Intell. 20 1983 111 116
    • (1983) Artif. Intell. , vol.20 , pp. 111-116
    • Michalski, R.S.1
  • 73
    • 0000531852 scopus 로고
    • Generalization as search
    • T.M. Mitchell Generalization as search Artif. Intell. 18 1982 203 226
    • (1982) Artif. Intell. , vol.18 , pp. 203-226
    • Mitchell, T.M.1
  • 74
    • 0024082469 scopus 로고
    • Quantifying inductive bias: a learning algorithms and Valiant's learning framework
    • D. Haussler Quantifying inductive bias: a learning algorithms and Valiant's learning framework Artif. Intell. 36 1988 177 222
    • (1988) Artif. Intell. , vol.36 , pp. 177-222
    • Haussler, D.1
  • 75
    • 34248666540 scopus 로고
    • Fuzzy sets
    • L.A. Zadeh Fuzzy sets Inf. Control 8 3 1965 338 353
    • (1965) Inf. Control , vol.8 , Issue.3 , pp. 338-353
    • Zadeh, L.A.1
  • 76
    • 0003026625 scopus 로고
    • Big omicron and big omega and big theta
    • D. Knuth Big omicron and big omega and big theta SIGACT News April-June 1976 18 24
    • (1976) SIGACT News , Issue.APRIL-JUNE , pp. 18-24
    • Knuth, D.1
  • 77
    • 84907188554 scopus 로고    scopus 로고
    • Towards a HPC-oriented parallel implementation of a learning algorithm for bioinformatics applications
    • G. D'Angelo, and S. Rampone Towards a HPC-oriented parallel implementation of a learning algorithm for bioinformatics applications BMC Bioinform. 15 Suppl. 5 2014 S2
    • (2014) BMC Bioinform. , vol.15 , pp. S2
    • D'Angelo, G.1    Rampone, S.2
  • 79
    • 0001321490 scopus 로고    scopus 로고
    • External memory algorithms and data structures: dealing with massive data
    • J.S. Vitter External memory algorithms and data structures: dealing with massive data ACM Comput. Surv. 33 2 2001 209 271
    • (2001) ACM Comput. Surv. , vol.33 , Issue.2 , pp. 209-271
    • Vitter, J.S.1
  • 80
    • 0036820197 scopus 로고    scopus 로고
    • HS3D, a dataset of Homo Sapiens splice regions, and its extraction procedure from a major public database
    • P. Pollastro, and S. Rampone HS3D, a dataset of Homo Sapiens splice regions, and its extraction procedure from a major public database Int. J. Mod. Phys. C 13 8 2003 1105 1117
    • (2003) Int. J. Mod. Phys. C , vol.13 , Issue.8 , pp. 1105-1117
    • Pollastro, P.1    Rampone, S.2
  • 81
    • 78651330430 scopus 로고    scopus 로고
    • COSMIC: mining complete cancer genomes in the Catalogue of Somatic Mutations in Cancer
    • S.A. Forbes COSMIC: mining complete cancer genomes in the Catalogue of Somatic Mutations in Cancer Nucl. Acids Res. 39 suppl. 1 2011 D945 D950
    • (2011) Nucl. Acids Res. , vol.39 , pp. D945-D950
    • Forbes, S.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.