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» Classification with Scattering Operators
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SSPR
2000
Springer
13 years 11 months ago
Selection of Classifiers Based on Multiple Classifier Behaviour
In the field of pattern recognition, the concept of Multiple Classifier Systems (MCSs) was proposed as a method for the development of high performance classification systems. At p...
Giorgio Giacinto, Fabio Roli, Giorgio Fumera
VLSISP
2010
254views more  VLSISP 2010»
13 years 6 months ago
Manifold Based Local Classifiers: Linear and Nonlinear Approaches
Abstract In case of insufficient data samples in highdimensional classification problems, sparse scatters of samples tend to have many ‘holes’—regions that have few or no nea...
Hakan Cevikalp, Diane Larlus, Marian Neamtu, Bill ...
TREC
2008
13 years 9 months ago
Polarity Classification of Blog TREC 2008 Data with a Geodesic Kernel
In this paper we describe the TNO approach to large-scale polarity classification of the Blog TREC 2008 dataset. Our participation consists of the submission of the 5 baseline run...
Stephan Raaijmakers, Wessel Kraaij
ISCAS
2005
IEEE
142views Hardware» more  ISCAS 2005»
14 years 1 months ago
Hardware-based support vector machine classification in logarithmic number systems
—Support Vector Machines are emerging as a powerful machine-learning tool. Logarithmic Number Systems (LNS) utilize the property of logarithmic compression for numerical operatio...
Faisal M. Khan, Mark G. Arnold, William M. Potteng...
CN
2006
124views more  CN 2006»
13 years 7 months ago
Packet classification using diagonal-based tuple space search
Multidimensional packet classification has attracted considerable research interests in the past few years due to the increasing demand on policy based packet forwarding and secur...
Fu-Yuan Lee, Shiuh-Pyng Shieh