Elżbieta Pękalska
Elżbieta Pękalska
Verified email at cs.man.ac.uk - Homepage
Cited by
Cited by
Dissimilarity Representation For Pattern Recognition, The: Foundations And Applications
RPW Duin, E Pekalska
World scientific, 2005
Prtools4. 1, a matlab toolbox for pattern recognition
RPW Duin, P Juszczak, P Paclik, E Pekalska, D De Ridder, DMJ Tax, ...
Delft University of technology 2600, 2007
A generalized kernel approach to dissimilarity-based classification
E Pekalska, P Paclik, RPW Duin
Journal of machine learning research 2 (Dec), 175-211, 2001
Prototype selection for dissimilarity-based classifiers
E Pękalska, RPW Duin, P Paclík
Pattern Recognition 39 (2), 189-208, 2006
Dissimilarity representations allow for building good classifiers
E Pękalska, RPW Duin
Pattern Recognition Letters 23 (8), 943-956, 2002
Prtools version 3.0: A matlab toolbox for pattern recognition
RPW Duin
Proc. of SPIE, 2000
Kernel discriminant analysis for positive definite and indefinite kernels
E Pȩkalska, B Haasdonk
IEEE transactions on pattern analysis and machine intelligence 31 (6), 1017-1032, 2008
Non-Euclidean or non-metric measures can be informative
E Pękalska, A Harol, RPW Duin, B Spillmann, H Bunke
Joint IAPR International Workshops on Statistical Techniques in Pattern …, 2006
A new method of generalizing Sammon mapping with application to algorithm speed-up
EM Pekalska, D de Ridder, RPW Duin, MA Kraaijveld
Heijen NL, 221-228, 1999
The dissimilarity space: Bridging structural and statistical pattern recognition
RPW Duin, E Pękalska
Pattern Recognition Letters 33 (7), 826-832, 2012
Transforming strings to vector spaces using prototype selection
B Spillmann, M Neuhaus, H Bunke, E Pękalska, RPW Duin
Joint IAPR international workshops on statistical techniques in pattern …, 2006
Experimental study on prototype optimisation algorithms for prototype-based classification in vector spaces
M Lozano, JM Sotoca, JS Sánchez, F Pla, E Pękalska, RPW Duin
Pattern Recognition 39 (10), 1827-1838, 2006
Relational discriminant analysis
RPW Duin, E Pȩkalska, D de Ridder
Pattern Recognition Letters 20 (11-13), 1175-1181, 1999
Classifiers for dissimilarity-based pattern recognition
E Pekalska, RPW Duin
Proceedings 15th International Conference on Pattern Recognition. ICPR-2000 …, 2000
Spherical and hyperbolic embeddings of data
RC Wilson, ER Hancock, E Pekalska, RPW Duin
IEEE transactions on pattern analysis and machine intelligence 36 (11), 2255 …, 2014
One-class LP classifiers for dissimilarity representations
E Pekalska, DMJ Tax, RPW Duin
Advances in neural information processing systems, 777-784, 2003
The science of pattern recognition. Achievements and perspectives
RPW Duin, E Pekalska
Challenges for computational intelligence, 221-259, 2007
Non-euclidean dissimilarities: Causes and informativeness
RPW Duin, E Pękalska
Joint IAPR International Workshops on Statistical Techniques in Pattern …, 2010
Feature-based dissimilarity space classification
RPW Duin, M Loog, E Pȩkalska, DMJ Tax
International Conference on Pattern Recognition, 46-55, 2010
Beyond traditional kernels: Classification in two dissimilarity-based representation spaces
E Pekalska, RPW Duin
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2008
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