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Quality enhancement of eddy-current-based non-destructive evaluation data through independent component analysis

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Języki publikacji
EN
Abstrakty
EN
The aim of this paper is to examine the performance of an independent component analysis algorithm based on neural networks applied to the solution of an electrical engineering problem related to non-destructive evaluation of conductive objects. The proposed application is assessed through computer experiments carried out on real-world data, which prove the usefulness of this non-destructive evaluation technique.
Rocznik
Strony
359--375
Opis fizyczny
Bibliogr. 45 poz., rys.
Twórcy
autor
  • Faculty of Engineering of the Perugia University, Loc. Pentima bassa 21, I-05100 Terni, Italy
autor
Bibliografia
  • [1] Giannakopoulos X, Karhunen J and Oja E 1999 Int. J. Neural Systems 9 (2) 99
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  • [3] Lee T-W 1998 Independent Component Analysis – Theory and Practice, Kluwer Academic Publisher
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  • [6] Jutten C and H´erault J 1991 Signal Processing 24 1
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  • [15] Fiori S 2000 Neural Networks 13 (6) 597
  • [16] Fiori S 2002 Neural Networks 15 (1) 71
  • [17] Pearlmutter B A and Parra L C 1996 Proc. of Neural Information Processing System, NIPS (Mozer M M, Jordan M I and Petsche T, Eds), Denver, Colorado, pp. 613–619
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  • [24] Bell A J and Sejnowski T J 1996 Neural Computation 7 (6) 1129
  • [25] Girolami M and Fyfe C 1997 IEE Proc. – Vision, Image and Signal Processing 14 (5) 299
  • [26] Karhunen J, Oja E, Wang L, Vig´ario R and Joutsensalo J 1997 Trans. on Neural Networks 8 (3) 486
  • [27] Hyv¨arinen A and Oja E 1998 Signal Processing 64 (3) 301
  • [28] Fiori S 2000 Neurocomputing 34 (1-4) 239
  • [29] Fiori S 2002 IEEE Trans. on Neural Networks 13 (3) 521
  • [30] Fiori S 2001 Neural Computation 13 (7) 1625
  • [31] Prieto A and Puntonet B 1998 Signal Processing 64 (3) 315
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  • [39] Fiori S, Burrascano P, Cardelli E and Faba A 2001 Proc. 7 th Int. Conf. on Engineering Applications of Neural Networks, EANN, Cagliari, Italy, pp. 188–191
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Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BAT3-0010-0004
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