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PR
2002
270views more  PR 2002»
13 years 4 months ago
Feature selection toolbox
A software package developed for the purpose of feature selection in statistical pattern recognition is presented. The software tool includes both several classical and new method...
Petr Somol, Pavel Pudil
JMLR
2010
187views more  JMLR 2010»
12 years 11 months ago
SFO: A Toolbox for Submodular Function Optimization
In recent years, a fundamental problem structure has emerged as very useful in a variety of machine learning applications: Submodularity is an intuitive diminishing returns proper...
Andreas Krause
ASPLOS
2010
ACM
13 years 9 months ago
Accelerating MATLAB Image Processing Toolbox functions on GPUs
In this paper, we present our effort in developing an opensource GPU (graphics processing units) code library for the MATLAB Image Processing Toolbox (IPT). We ported a dozen of r...
Jingfei Kong, Martin Dimitrov, Yi Yang, Janaka Liy...
ARCS
2006
Springer
13 years 8 months ago
Distributed Modular Toolbox for Multi-modal Context Recognition
Abstract. We present a GUI-based C++ toolbox that allows for building distributed, multi-modal context recognition systems by plugging together reusable, parameterizable components...
David Bannach, Kai S. Kunze, Paul Lukowicz, Oliver...
BMCBI
2006
198views more  BMCBI 2006»
13 years 4 months ago
Gene selection and classification of microarray data using random forest
Background: Selection of relevant genes for sample classification is a common task in most gene expression studies, where researchers try to identify the smallest possible set of ...
Ramón Díaz-Uriarte, Sara Alvarez de ...