Documents

Here some links are given to online material, created by the authors of this website, that may be of interest to researchers in pattern recognition or to users of PRTools.

• R.P.W. Duin and S. Verzakov, Fast kNN mode seeking clustering applied to active learning, arXiv:1712.07454, 2017, 1-23.
  This paper discusses the most important and new procedure in the ClusterTools toolbox as well as its application to active learning.

• R.P.W. Duin and E. Pekalska,  Pattern Recognition: Introduction and Terminology,
  37 Steps ebook, 2015, 78 pages.
  An introduction to the field and its concepts, including a glossary with about 200 term and many internal and external hyperlinks.
• A.K. Jain and R.P.W. Duin, Pattern Recognition,
  in: R.L. Gregory (eds.), The Oxford Companion to the Mind, Second Edition,
  Oxford University Press, Oxford, UK, 2004, 698-703.

• R.P.W. Duin and E. Pekalska, The dissimilarity representation for non-Euclidean pattern recognition, 2011
  A tutorial introducing the use and possibilities of the dissimilarity representation. Useful for DisTools.

• R.P.W. Duin and E. Pekalska, The dissimilarity representation for structural pattern recognition,
  in: Cr San Mart Sang-Woon Kim (eds.), Proc. CIARP 2011, Lecture Notes in Computer Science,
  vol. 7042, Springer, 2011, 1-24.
  A review of the dissimilarity representation with an emphasis on the application to structural pattern recognition. Useful for DisTools.

• R.P.W. Duin and E. Pekalska, The dissimilarity space: Bridging structural and statistical pattern recognition, Pattern Recognition Letters, vol. 33, no. 7, 2012, 826-832.
  A review of the dissimilarity representation with an emphasis on the use of the dissimilarity space for building statistical classifiers. Useful for DisTools.