An experimental study on diversity for bagging and boosting with linear classifiers

Autor: Kuncheva, L.I., Skurichina, M., Duin, R.P.W.

Publikováno v: In Information Fusion 2002 3(4):245-258

Selection/extraction of spectral regions for autofluorescence spectra measured in the oral cavity

Autor: Skurichina, M, Paclik, P, Duin, RPW, de Veld, D, Sterenborg, HJCM, Witjes, MJH, Roodenburg, JLN, Fred, A, Caelli, T, Campilho, A, DeRidder, D

Publikováno v: STRUCTURAL, SYNTACTIC, AND STATISTICAL PATTERN RECOGNITION, PROCEEDINGS, 1096-1104
STARTPAGE=1096;ENDPAGE=1104;TITLE=STRUCTURAL, SYNTACTIC, AND STATISTICAL PATTERN RECOGNITION, PROCEEDINGS

Recently a number of successful algorithms to select/extract discriminative spectral regions was introduced. These methods may be more beneficial than the standard feature selection/extraction methods for spectral classification. In this paper, on th

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=narcis______::b0020c99dc2c1dc6c739edaef273a771
https://research.rug.nl/en/publications/160d113a-7bf3-459f-8529-6db6a0c3f4f5

K-Nearest Neighbors Directed Noise Injection in Multilayer Perceptron Training.

Autor: Skurichina, M., Raudys, S.

Publikováno v: IEEE Transactions on Neural Networks. Mar2000, Vol. 11 Issue 2, p504. 8p. 2 Charts.

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