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Volumn 1876 LNCS, Issue , 2000, Pages 621-630

Decontamination of training samples for supervised pattern recognition methods

Author keywords

Depuration methodology; Generalized edition; Learning; Nearest neighbor classifier; Supervised methods

Indexed keywords

DECONTAMINATION; SAMPLING; SUPERVISED LEARNING;

EID: 84877758755     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-44522-6_64     Document Type: Conference Paper
Times cited : (79)

References (43)
  • 3
    • 84877733966 scopus 로고
    • La regla NN con muestras de entrenamiento no balanceadas
    • -. (1990a). La regla NN con muestras de entrenamiento no balanceadas. Investigacion Operacional, X (1), 45-56.
    • (1990) Investigacion Operacional , vol.10 , Issue.1 , pp. 45-56
    • Barandela, R.1
  • 4
    • 84877724767 scopus 로고
    • Metodos de reconocimiento de patrones en la solucion de tareas geologo-geofisicas
    • -. (1990b). Metodos de reconocimiento de patrones en la solucion de tareas geologo-geofisicas. Ciencias de la Tierra y el Espacio, 19, 1-7.
    • (1990) Ciencias de la Tierra y el Espacio , vol.19 , pp. 1-7
    • Barandela, R.1
  • 5
    • 0029474901 scopus 로고
    • Una metodologia para el reconocimiento de patrones en tareas geologo-geofisicas
    • -. (1995). Una metodologia para el reconocimiento de patrones en tareas geologo-geofisicas. Geofisica Internacional, 34 (4), 399-405.
    • (1995) Geofisica Internacional , vol.34 , Issue.4 , pp. 399-405
    • Barandela, R.1
  • 8
    • 0027009290 scopus 로고
    • Semi-automated training approaches for spectral class definition
    • Bolstad, P.V. and T.M. Lillesand (1991). Semi-automated training approaches for spectral class definition. Int. J. Remote Sensing, 13 (16), 3157-3168.
    • (1991) Int. J. Remote Sensing , vol.13 , Issue.16 , pp. 3157-3168
    • Bolstad, P.V.1    Lillesand, T.M.2
  • 10
    • 0024855651 scopus 로고
    • Semi-automated training field extraction and analysis for efficient digital image classification
    • Buchheim, M.P. and T.M. Lillesand (1989). Semi-automated training field extraction and analysis for efficient digital image classification. Phot. Eng. & Rem. Sensing, 55 (9), 1347-1355.
    • (1989) Phot. Eng. & Rem. Sensing , vol.55 , Issue.9 , pp. 1347-1355
    • Buchheim, M.P.1    Lillesand, T.M.2
  • 13
    • 84877786842 scopus 로고
    • Is your near enough neighbor friendly enough? Recognition in partially exposed fuzzy learning environments
    • - (1993). Is your Near Enough Neighbor friendly enough? Recognition in Partially Exposed Fuzzy Learning Environments. Proc. North American Fuzzy Information Processing Society.
    • (1993) Proc. North American Fuzzy Information Processing Society
    • Dasarathy, B.V.1
  • 14
    • 0017700025 scopus 로고
    • Visiting nearest neighbors: A survey of nearest neighbors classification techniques
    • Copenhaguen
    • Dasarathy, B.V. and B.V. Sheela (1977). Visiting Nearest Neighbors: a survey of Nearest Neighbors classification techniques. Proc. Int. Conf. Cybernetics and Society, Copenhaguen.
    • (1977) Proc. Int. Conf. Cybernetics and Society
    • Dasarathy, B.V.1    Sheela, B.V.2
  • 15
    • 0029307876 scopus 로고
    • A k-nearest neighbor classification rule based on dempster-shafer theory
    • Denouex, T. (1995). A k-nearest neighbor classification rule based on Dempster-Shafer theory. IEEE Trans. on Systems, Man and Cybernetics, 25, 5, 804-813.
    • (1995) IEEE Trans. on Systems, Man and Cybernetics , vol.25 , Issue.5 , pp. 804-813
    • Denouex, T.1
  • 17
    • 0025573157 scopus 로고
    • Directed ground survey for improved maximum likelihood classification of remotely sensed data
    • Foody, G.M. (1990). Directed ground survey for improved Maximum Likelihood classification of remotely sensed data. Int. J. Remote Sensing, 11 (10), 1935-1940.
    • (1990) Int. J. Remote Sensing , vol.11 , Issue.10 , pp. 1935-1940
    • Foody, G.M.1
  • 18
    • 0027007203 scopus 로고
    • Derivation and application of probabilistic measures of class membership from the maximum likelihood classification
    • Foody, G.M., N.A. Campbell, N.M. Trodd and T.D. Wood (1992). Derivation and application of probabilistic measures of class membership from the maximum likelihood classification. Phot. Eng. & Rem. Sensing, 58 (9), 1335-1341.
    • (1992) Phot. Eng. & Rem. Sensing , vol.58 , Issue.9 , pp. 1335-1341
    • Foody, G.M.1    Campbell, N.A.2    Trodd, N.M.3    Wood, T.D.4
  • 19
    • 0028167349 scopus 로고
    • Theory and methods for accuracy assessment of thematic maps using fuzzy sets
    • Gopal S. and C. Woodcock (1994). Theory and methods for accuracy assessment of thematic maps using fuzzy sets. Phot. Eng. & Rem. Sensing, 60 (2), 181-188.
    • (1994) Phot. Eng. & Rem. Sensing , vol.60 , Issue.2 , pp. 181-188
    • Gopal, S.1    Woodcock, C.2
  • 21
    • 0018766472 scopus 로고
    • Learning with a mutualistic teacher
    • Gowda, K.C. and G. Krishna (1979). Learning with a mutualistic teacher. Pattern Recognition, 11, 387-390.
    • (1979) Pattern Recognition , vol.11 , pp. 387-390
    • Gowda, K.C.1    Krishna, G.2
  • 24
    • 0028576592 scopus 로고
    • Parametric and nearest neighbor methods for hybrid classification: A comparison of pixel assignment accuracy
    • Hardin, P.J. (1994). Parametric and Nearest Neighbor methods for hybrid classification: a comparison of pixel assignment accuracy. Phot. Eng. & Rem. Sensing, 60 (12), 1439-1448.
    • (1994) Phot. Eng. & Rem. Sensing , vol.60 , Issue.12 , pp. 1439-1448
    • Hardin, P.J.1
  • 25
    • 0026446611 scopus 로고
    • Fast nearest neighbor classification methods for multispectral imagery
    • Hardin, P.J. and C.N. Thomson (1992). Fast nearest neighbor classification methods for multispectral imagery. The Professional Geographer, 44 (2), 191-201.
    • (1992) The Professional Geographer , vol.44 , Issue.2 , pp. 191-201
    • Hardin, P.J.1    Thomson, C.N.2
  • 26
    • 0029185018 scopus 로고
    • A new method of optimizing prototypes for nearest neighbor classifiers using a multi-layer network
    • Huang, Y.S., K. Liu and C.Y. Suan (1995). A new method of optimizing prototypes for nearest neighbor classifiers using a multi-layer network. Pattern Recognition Letters, 16, 77-82.
    • (1995) Pattern Recognition Letters , vol.16 , pp. 77-82
    • Huang, Y.S.1    Liu, K.2    Suan, C.Y.3
  • 27
    • 0027843729 scopus 로고
    • Competitive learning networks for unsupervised training
    • Hung, C.C. (1993). Competitive learning networks for unsupervised training. Int. J. Remote Sensing, 14 (12), 2411-2415.
    • (1993) Int. J. Remote Sensing , vol.14 , Issue.12 , pp. 2411-2415
    • Hung, C.C.1
  • 29
    • 0027009305 scopus 로고
    • Statistical problems in the discrimination of land cover from satellite images: A case study in lowland britain
    • Kershaw, C.D. and R.M. Fuller (1992). Statistical problems in the discrimination of land cover from satellite images: a case study in Lowland Britain. Int. J. Remote Sensing, 13 (16), 3085-3104.
    • (1992) Int. J. Remote Sensing , vol.13 , Issue.16 , pp. 3085-3104
    • Kershaw, C.D.1    Fuller, R.M.2
  • 30
    • 0032194579 scopus 로고    scopus 로고
    • Filtering of multivariate samples containing 'outliers' for clustering
    • Kharim, Y. And E. Zhuk (1998). Filtering of multivariate samples containing 'outliers' for clustering. Pattern Recognition Letters, 19, 1077-1085.
    • (1998) Pattern Recognition Letters , vol.19 , pp. 1077-1085
    • Kharim, Y.1    Zhuk, E.2
  • 33
    • 0032042640 scopus 로고    scopus 로고
    • Classifier design with incomplete knowledge
    • Muzzolini, R., Y.H. Yang and R. Pierson (1998). Classifier design with incomplete knowledge. Pattern Recognition, 31, 4, 345-369.
    • (1998) Pattern Recognition , vol.31 , Issue.4 , pp. 345-369
    • Muzzolini, R.1    Yang, Y.H.2    Pierson, R.3
  • 34
    • 0031169206 scopus 로고    scopus 로고
    • Outliers in statistical pattern recognition and an application to automatic chromosome classification
    • Ritter, G. And M.T. Gallegos (1997). Outliers in statistical pattern recognition and an application to automatic chromosome classification. Pattern Recognition Letters, 18, 525-539.
    • (1997) Pattern Recognition Letters , vol.18 , pp. 525-539
    • Ritter, G.1    Gallegos, M.T.2
  • 35
    • 84877764554 scopus 로고
    • Aplicacion de algunas tecnicas de reconocimiento de patrones en la caracterizacion estratigrafica del yacimiento varadero
    • Rodriguez, M. and R. Barandela (1989). Aplicacion de algunas tecnicas de reconocimiento de patrones en la caracterizacion estratigrafica del yacimiento Varadero. Serie Geologica, 2, 29-38.
    • (1989) Serie Geologica , vol.2 , pp. 29-38
    • Rodriguez, M.1    Barandela, R.2
  • 36
    • 0031164017 scopus 로고    scopus 로고
    • Prototype selection for the nearest neighbor rule through proximity graphs
    • Sanchez, J.S., F. Pla and F. Ferri (1997). Prototype selection for the Nearest Neighbor rule through Proximity Graphs. Pattern Recognition Letters, 18, 6, 507-513.
    • (1997) Pattern Recognition Letters , vol.18 , Issue.6 , pp. 507-513
    • Sanchez, J.S.1    Pla, F.2    Ferri, F.3
  • 37
    • 0016969272 scopus 로고
    • An experiment with the edited nearest neighbor rule
    • Tomek, I. (1976). An experiment with the Edited Nearest Neighbor rule. IEEE Trans. Syst., Man and Cyb., SMC-6, 448-452.
    • (1976) IEEE Trans. Syst., Man and Cyb , vol.SMC-6 , pp. 448-452
    • Tomek, I.1
  • 38
    • 0029307293 scopus 로고
    • Gradient descent learning of nearest neighbor classifiers with outlier rejection
    • Urahama, K. And Y. Furukawa (1995). Gradient descent learning of nearest neighbor classifiers with outlier rejection. Pattern Recognition, 28, 5, 761-768.
    • (1995) Pattern Recognition , vol.28 , Issue.5 , pp. 761-768
    • Urahama, K.1    Furukawa, Y.2
  • 39
    • 84877758465 scopus 로고
    • Metodologia para la evaluacion de los colectores y sus propiedades en las rocas pertenecientes al Complejo Aloctono Eugeosinclinal
    • La Habana
    • Valladares, S. (1986). Metodologia para la evaluacion de los colectores y sus propiedades en las rocas pertenecientes al Complejo Aloctono Eugeosinclinal. Doctoral Thesis, La Habana.
    • (1986) Doctoral Thesis
    • Valladares, S.1
  • 40
    • 0025199425 scopus 로고
    • An automated objective procedure for selecting representative field sample sites
    • Warren, S.D., M.D. Johnson, W.D. Goran and V.E. Diersing (1990). An automated objective procedure for selecting representative field sample sites. Phot. Eng. & Rem. Sensing, 56 (3), 333-335.
    • (1990) Phot. Eng. & Rem. Sensing , vol.56 , Issue.3 , pp. 333-335
    • Warren, S.D.1    Johnson, M.D.2    Goran, W.D.3    Diersing, V.E.4
  • 42
    • 0001962018 scopus 로고
    • Integration of neural and statistical approaches in spatial data classification
    • Wilkinson, G.G., F. Feriens and I. Kenellopoulos (1995). Integration of neural and statistical approaches in spatial data classification. Geographycal Systems, 2, 1-20.
    • (1995) Geographycal Systems , vol.2 , pp. 1-20
    • Wilkinson, G.G.1    Feriens, F.2    Kenellopoulos, I.3
  • 43
    • 0015361129 scopus 로고
    • Asymptotic properties of nearest neighbor rules using edited data sets
    • Wilson, D.L. (1972). Asymptotic properties of Nearest Neighbor rules using edited data sets. IEEE Trans. Syst., Man and Cyb., SMC-2, 408-421
    • (1972) IEEE Trans. Syst., Man and Cyb. , vol.SMC-2 , pp. 408-421
    • Wilson, D.L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.