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INCDM
2010
Springer
308views Data Mining» more  INCDM 2010»
13 years 10 months ago
Data Mining with Neural Networks and Support Vector Machines Using the R/rminer Tool
We present rminer, our open source library for the R tool that facilitates the use of data mining (DM) algorithms, such as neural Networks (NNs) and support vector machines (SVMs),...
Paulo Cortez
ML
2002
ACM
121views Machine Learning» more  ML 2002»
13 years 8 months ago
Choosing Multiple Parameters for Support Vector Machines
The problem of automatically tuning multiple parameters for pattern recognition Support Vector Machines (SVMs) is considered. This is done by minimizing some estimates of the gener...
Olivier Chapelle, Vladimir Vapnik, Olivier Bousque...
ICANN
2010
Springer
13 years 6 months ago
The Support Feature Machine for Classifying with the Least Number of Features
We propose the so-called Support Feature Machine (SFM) as a novel approach to feature selection for classification, based on minimisation of the zero norm of a separating hyperplan...
Sascha Klement, Thomas Martinetz
CHI
2008
ACM
14 years 9 months ago
The buzz: supporting user tailorability in awareness applications
Information awareness applications offer the exciting potential to help people to better manage the data they encounter on a routine basis, but customizing these applications is a...
James R. Eagan, John T. Stasko
DCOSS
2006
Springer
14 years 10 days ago
Agimone: Middleware Support for Seamless Integration of Sensor and IP Networks
The scope of wireless sensor network (WSN) applications has traditionally been restricted by physical sensor coverage and limited computational power. Meanwhile, IP networks like t...
Gregory Hackmann, Chien-Liang Fok, Gruia-Catalin R...