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» Predicting relative performance of classifiers from samples
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RECOMB
2010
Springer
14 years 3 months ago
A Novel Abundance-Based Algorithm for Binning Metagenomic Sequences Using l-Tuples
Abstract. Metagenomics is the study of microbial communities sampled directly from their natural environment, without prior culturing. Among the computational tools recently develo...
Yu-Wei Wu, Yuzhen Ye
CVPR
2006
IEEE
14 years 11 months ago
SVM-KNN: Discriminative Nearest Neighbor Classification for Visual Category Recognition
We consider visual category recognition in the framework of measuring similarities, or equivalently perceptual distances, to prototype examples of categories. This approach is qui...
Alexander C. Berg, Hao Zhang 0003, Jitendra Malik,...
MHCI
2004
Springer
14 years 2 months ago
Variability in Wrist-Tilt Accelerometer Based Gesture Interfaces
In this paper we describe a study that examines human performance in a tilt control targeting task on a PDA. A three-degree of freedom accelerometer attached to the base of the PDA...
Andrew Crossan, Roderick Murray-Smith
TNN
2008
97views more  TNN 2008»
13 years 8 months ago
Training Hard-Margin Support Vector Machines Using Greedy Stagewise Algorithm
Hard-margin support vector machines (HM-SVMs) suffer from getting overfitting in the presence of noise. Soft-margin SVMs deal with this problem by introducing a regularization term...
Liefeng Bo, Ling Wang, Licheng Jiao
IPPS
2007
IEEE
14 years 3 months ago
Recurrent neural networks towards detection of SQL attacks
In the paper we present a new approach based on application of neural networks to detect SQL attacks. SQL attacks are those attacks that take advantage of using SQL statements to ...
Jaroslaw Skaruz, Franciszek Seredynski