Sciweavers

276 search results - page 7 / 56
» On Bisectors for Different Distance Functions
Sort
View
CIARP
2003
Springer
15 years 9 months 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»
15 years 8 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
15 years 2 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
16 years 5 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
14 years 11 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...