Selected Papers and Presentations of Robert P.W. Duin

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On this page selected papers and the sheets of some presentations are made available. 
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Bob Duin

Pattern Recognition in general

Representation

Compactness and dataset complexity

Classifier evaluation

Classifier combining

Small sample size classification

Neural networks

Pattern recognition for spectral imaging

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Pattern Recognition in general

Sheets

Related papers

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Representation

Sheets (Presentations are similar, but gradually developing)

Tutorial

Related book

Related papers

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Compactness and dataset complexity

Sheets

Related papers

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Classifier evaluation

Papers

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Classifier combining

Sheets

Related paper

  • R.P.W. Duin, The Combining Classifier: To Train Or Not To Train?, in: R. Kasturi, D. Laurendeau, C. Suen (eds.), ICPR16, Proceedings 16th International Conference on Pattern Recognition (August 11-15, 2002, Quebec City, Canada), vol. II, IEEE Computer Society Press, Los Alamitos, 2002, 765-770.
  • R.P.W. Duin and D.M.J. Tax, Experiments with Classifier Combining Rules, in: J. Kittler, F. Roli (eds.), Multiple Classifier Systems (Proc. First International Workshop, MCS 2000, Cagliari, Italy, June 2000), Lecture Notes in Computer Science, vol. 1857, Springer, Berlin, 2000, 16-29.

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Small sample size classification

Sheets

Related paper

  • R.P.W. Duin, Classifiers in Almost Empty Spaces, in: A. Sanfeliu, J.J. Villanueva, M. Vanrell, R. Alquezar, A.K. Jain, J. Kittler (eds.), ICPR15, Proc. 15th Int. Conference on Pattern Recognition (Barcelona,  Spain, Sep.3-7), vol. 2, Pattern Recognition and Neural Networks, IEEE Computer Society Press, Los Alamitos, 2000, 1-7.

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Neural networks

Sheets

Related papers

  • R.P.W. Duin, Four Scientific Approaches to Pattern Recognition, in: A.M. Vossepoel, F.M. Vos (eds.), Fourth Quinquennial Review 1996-2001 Dutch  Society for Pattern Recognition and Image Processing, NVPHBV, Delft, 2001, 331-337.
  • R.P.W. Duin, Learned from Neural Networks (Theme Presentation), in: L.J. van Vliet, J.W.J. Heijnsdijk, T. Kielman, P.M.W. Knijnenburg (eds.), Proc.  ASCI 2000, 6th Annual Conf. of the Advanced School for Computing and Imaging (Lommel, Belgium, June 14-16), ASCI, Delft, 2000, 9-13.
  • R.P.W. Duin, Superlearning and neural network magic (IAPR discussion pages),  Pattern Recognition Letters, vol. 15, no. 3, 1994, 215-217.
  • R.P.W. Duin, Superlearning capabilities of neural networks?, SCIA'93, Proc. of  the 8th Scandinavian Conf. on Image Analysis (Tromso, Norway, May 25-28),  NOBIM, Norwegian Society for Image Processing and Pattern Recognition, Tromso, Norway, 1993, 547-554.

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Pattern recognition for spectral imaging

Sheets

Related papers

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Latest update: February 2007