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» On Bisectors for Different Distance Functions
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CIARP
2003
Springer
14 years 6 days ago
Fast Handwritten Recognition Using Continuous Distance Transformation
The Continuous Distance Transformation (CDT) used in conjunction with a k-NN classifier has been shown to provide good results in the task of handwriting recognition [1]. Unfortun...
Joaquim Arlandis, Juan Carlos Pérez-Cortes
GFKL
2007
Springer
164views Data Mining» more  GFKL 2007»
13 years 11 months ago
Classification with Invariant Distance Substitution Kernels
Kernel methods offer a flexible toolbox for pattern analysis and machine learning. A general class of kernel functions which incorporates known pattern invariances are invariant d...
Bernard Haasdonk, Hans Burkhardt
ICTAI
2010
IEEE
13 years 4 months ago
Discountings of a Belief Function Using a Confusion Matrix
In this paper, we present an analysis of different approaches relative to the correction of belief functions based on the results given by a confusion matrix. Three different mecha...
Zied Elouedi, Eric Lefevre, David Mercier
ICML
2007
IEEE
14 years 7 months ago
Learning to combine distances for complex representations
The k-Nearest Neighbors algorithm can be easily adapted to classify complex objects (e.g. sets, graphs) as long as a proper dissimilarity function is given over an input space. Bo...
Adam Woznica, Alexandros Kalousis, Melanie Hilario
VCBM
2010
13 years 1 months ago
Visual Analysis of Integrated Resting State Functional Brain Connectivity and Anatomy
Resting state functional magnetic resonance imaging (rs-fMRI) is an important modality in the study of the functional architecture of the human brain. The correlation between the ...
Andre F. van Dixhoorn, Bastijn H. Vissers, Luca Fe...