메뉴 건너뛰기




Volumn 37, Issue 6, 2004, Pages 1085-1096

Employing optimized combinations of one-class classifiers for automated currency validation

Author keywords

Automated currency validation; Classifier combination; Genetic algorithm; Novelty detection; One class classifier

Indexed keywords

AUTOMATION; DECISION MAKING; GENETIC ALGORITHMS; INFORMATION ANALYSIS; OPTIMIZATION;

EID: 2142813789     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2004.02.002     Document Type: Article
Times cited : (35)

References (21)
  • 1
    • 0033220728 scopus 로고    scopus 로고
    • Support vector domain description
    • Tax D.M.J. Duin R.P.W. Support vector domain description Pattern Recognition Lett. 20 11-13 1999 1191-1199
    • (1999) Pattern Recognition Lett. , vol.20 , Issue.11-13 , pp. 1191-1199
    • Tax, D.M.J.1    Duin, R.P.W.2
  • 2
    • 0037753593 scopus 로고    scopus 로고
    • Ph.D. Thesis, Technische Universiteit, Delft
    • D.M.J. Tax, One-class classification, Ph.D. Thesis, Technische Universiteit, Delft, 2001.
    • (2001) One-class Classification
    • Tax, D.M.J.1
  • 3
    • 84899013252 scopus 로고    scopus 로고
    • Support vector novelty detection applied to jet engine vibration spectra
    • T.K. Leen, T.G. Dietterich, V. Tresp (Eds.), MIT Press, Cambridge, MA
    • P. Hayton, B. Schölkopf, L. Tarassenko, P. Anuzis, Support vector novelty detection applied to jet engine vibration spectra, in: T.K. Leen, T.G. Dietterich, V. Tresp (Eds.), Advances in Neural Information Processing Systems, Vol. 13, MIT Press, Cambridge, MA, 2001, pp. 946-952.
    • (2001) Advances in Neural Information Processing Systems , vol.13 , pp. 946-952
    • Hayton, P.1    Schölkopf, B.2    Tarassenko, L.3    Anuzis, P.4
  • 4
    • 84957038175 scopus 로고    scopus 로고
    • Combining one-class classifiers
    • J. Kittler, F. Roli (Eds.), Cambridge, UK, July, Lecture Notes in Computer Science Springer, Berlin
    • D.M.J. Tax, R.P.W. Duin, Combining one-class classifiers, in: J. Kittler, F. Roli (Eds.), Multiple Classifier Systems, Proceedings of the Second International Workshop MCS 2001, Cambridge, UK, July, Lecture Notes in Computer Science, Vol. 2096, Springer, Berlin, 2001, pp. 299-308.
    • (2001) Multiple Classifier Systems, Proceedings of the Second International Workshop MCS 2001 , vol.2096 , pp. 299-308
    • Tax, D.M.J.1    Duin, R.P.W.2
  • 5
    • 2142850338 scopus 로고    scopus 로고
    • Modeling consensus: Classifier combination for word sense disambiguation
    • Philadelphia, PA, USA
    • R. Florian, D. Yarowsky, Modeling consensus: Classifier combination for word sense disambiguation, Proceedings of the EMNLP'02, Philadelphia, PA, USA, 2002, pp. 25-32.
    • (2002) Proceedings of the EMNLP'02 , pp. 5-32
    • Florian, R.1    Yarowsky, D.2
  • 6
    • 0026860706 scopus 로고
    • Methods of combining multiple classifiers and their applications to handwriting recognition
    • Xu L. Krzyzak A. Suen C.Y. Methods of combining multiple classifiers and their applications to handwriting recognition IEEE Trans. Systems Man and Cybernet. 22 3 1992 418-435
    • (1992) IEEE Trans. Systems Man and Cybernet. , vol.22 , Issue.3 , pp. 418-435
    • Xu, L.1    Krzyzak, A.2    Suen, C.Y.3
  • 7
    • 0030372928 scopus 로고    scopus 로고
    • Application of several methods of classification fusion to magnetic resonance spectra
    • Zhilkin P.A. Somorjai R.L. Application of several methods of classification fusion to magnetic resonance spectra Connect. Sci. 8 3,4 1996 427-442
    • (1996) Connect. Sci. , vol.8 , Issue.3-4 , pp. 427-442
    • Zhilkin, P.A.1    Somorjai, R.L.2
  • 8
    • 0035475392 scopus 로고    scopus 로고
    • Data fusion by intelligent classifier combination
    • Buxton B.F. Langdon W.B. Barrett S.J. Data fusion by intelligent classifier combination Meas. Control 34 8 2001 229-234
    • (2001) Meas. Control , vol.34 , Issue.8 , pp. 229-234
    • Buxton, B.F.1    Langdon, W.B.2    Barrett, S.J.3
  • 9
    • 84956971830 scopus 로고    scopus 로고
    • Feature subsets for classifier combination: An enumerative experiment
    • J. Kittler, F. Roli (Eds.), Cambridge, UK, July, Lecture Notes in Computer Science, Springer, Berlin
    • L.I. Kuncheva, C.J. Whitaker, Feature subsets for classifier combination: an enumerative experiment, in: J. Kittler, F. Roli (Eds.), Multiple Classifier Systems, Proceedings of the Second International Workshop MCS 2001, Cambridge, UK, July, Lecture Notes in Computer Science, Vol. 2096, Springer, Berlin, 2001, pp. 229-236.
    • (2001) Multiple Classifier Systems, Proceedings of the Second International Workshop MCS 2001 , vol.2096 , pp. 229-236
    • Kuncheva, L.I.1    Whitaker, C.J.2
  • 10
    • 0036088194 scopus 로고    scopus 로고
    • Combining discriminant models with new multi-class SVMs
    • Guermeur Y. Combining discriminant models with new multi-class SVMs Pattern Anal. Appl. 5 2002 168-179
    • (2002) Pattern Anal. Appl. , vol.5 , pp. 168-179
    • Guermeur, Y.1
  • 11
    • 0035501730 scopus 로고    scopus 로고
    • Pattern classification using multiple hierarchical overlapped self-organising maps
    • Suganthan P.N. Pattern classification using multiple hierarchical overlapped self-organising maps Pattern Recognition 34 2001 2173-2179
    • (2001) Pattern Recognition , vol.34 , pp. 2173-2179
    • Suganthan, P.N.1
  • 15
    • 0031317258 scopus 로고    scopus 로고
    • A new test for outlier detection from a multivariate mixture distribution
    • Wang S. Woodward W.A. Gary H.L., et-al. A new test for outlier detection from a multivariate mixture distribution J. Comput. Graphical Stat. 6 3 1997 285-299
    • (1997) J. Comput. Graphical Stat. , vol.6 , Issue.3 , pp. 285-299
    • Wang, S.1    Woodward, W.A.2    Gary, H.L.3
  • 16
    • 0033359542 scopus 로고    scopus 로고
    • Novelty detection using extreme value statistics
    • Roberts S.J. Novelty detection using extreme value statistics IEE Proc. Vision Image Signal Process. 146 3 1999 124-129
    • (1999) IEE Proc. Vision Image Signal Process. , vol.146 , Issue.3 , pp. 124-129
    • Roberts, S.J.1
  • 19
    • 84956988905 scopus 로고    scopus 로고
    • Application of the evolutionary algorithms for classifier selection in multiple classifier systems with majority voting
    • Cambridge, UK, ISBN 3-540-42284-6
    • D. Ruta, B. Gabrys, Application of the evolutionary algorithms for classifier selection in multiple classifier systems with majority voting, Proceedings of the MCS 2001 Workshop, Cambridge, UK, 2001, pp. 399-408, ISBN 3-540-42284-6.
    • (2001) Proceedings of the MCS 2001 Workshop , pp. 399-408
    • Ruta, D.1    Gabrys, B.2
  • 20
    • 0033079110 scopus 로고    scopus 로고
    • Off-line signature verification using genetically optimized weighted features
    • Ramesh V.E. Murty M.N. Off-line signature verification using genetically optimized weighted features Pattern Recognition 32 1999 217-233
    • (1999) Pattern Recognition , vol.32 , pp. 217-233
    • Ramesh, V.E.1    Murty, M.N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.