k-nearest neighbors directed noise injection in multilayer perceptron training
Skurichina, M., Raudys, S., Duin, R.P.W.
Published in IEEE transactions on neural networks (01.03.2000)
Published in IEEE transactions on neural networks (01.03.2000)
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Journal Article
Bagging, Boosting and the Random Subspace Method for Linear Classifiers
Skurichina, Marina, Duin, Robert P. W.
Published in Pattern analysis and applications : PAA (07.06.2002)
Published in Pattern analysis and applications : PAA (07.06.2002)
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Journal Article
Optical Spectroscopy for the Classification of Malignant Lesions of the Bronchial Tree
Bard, Martin P.L., Amelink, Arjen, Skurichina, Marina, Noordhoek Hegt, Vincent, Duin, Robert P.W., Sterenborg, Henricus J.C.M., Hoogsteden, Henk C., Aerts, Joachim G.J.V.
Published in Chest (01.04.2006)
Published in Chest (01.04.2006)
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Journal Article
Clinical study for classification of benign, dysplastic, and malignant oral lesions using autofluorescence spectroscopy
de Veld, Diana C G, Skurichina, Marina, Witjes, Max J H, Duin, Robert P W, Sterenborg, Henricus J C M, Roodenburg, Jan L N
Published in Journal of biomedical optics (01.09.2004)
Published in Journal of biomedical optics (01.09.2004)
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Journal Article
Autofluorescence characteristics of healthy oral mucosa at different anatomical sites
de Veld, Diana C.G., Skurichina, Marina, Witjes, Max J.H., Duin, Robert P.W., Sterenborg, Dick J.C.M., Star, Willem M., Roodenburg, Jan L.N.
Published in Lasers in surgery and medicine (01.01.2003)
Published in Lasers in surgery and medicine (01.01.2003)
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Journal Article
Stabilizing classifiers for very small sample sizes
Skurichina, M., Duin, R.P.W.
Published in Proceedings of 13th International Conference on Pattern Recognition (1996)
Published in Proceedings of 13th International Conference on Pattern Recognition (1996)
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Conference Proceeding
Regularisation of Linear Classifiers by Adding Redundant Features
Skurichina, Marina, Duin, Robert P. W.
Published in Pattern analysis and applications : PAA (01.01.1999)
Published in Pattern analysis and applications : PAA (01.01.1999)
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Journal Article
The role of subclasses in machine diagnostics
Skurichina, M., Ypma, A., Duin, R.P.W.
Published in Proceedings 15th International Conference on Pattern Recognition. ICPR-2000 (2000)
Published in Proceedings 15th International Conference on Pattern Recognition. ICPR-2000 (2000)
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Conference Proceeding