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» Feature selection with nonparametric statistics
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ICPR
2008
IEEE
14 years 2 months ago
Robust indoor activity recognition via boosting
In this paper, a novel statistical indoor activity recognition algorithm is introduced. While conditional random fields (CRFs) have prominent properties to this task, no optimal ...
Masamichi Shimosaka, Taketoshi Mori, Tomomasa Sato
ERCIMDL
2006
Springer
102views Education» more  ERCIMDL 2006»
14 years 4 days ago
On the Problem of Identifying the Quality of Geographic Metadata
Geographic metadata quality is one of the most important aspects on the performance of Geographic Digital Libraries. After reviewing previous attempts outside the geographic domain...
Rafael Tolosana-Calasanz, José A. Ál...
VMV
2008
170views Visualization» more  VMV 2008»
13 years 10 months ago
Robust contour-based object tracking integrating color and edge likelihoods
We present in this paper a novel object tracking system based on 3D contour models. For this purpose, we integrate two complimentary likelihoods, defined on local color statistics...
Giorgio Panin, Erwin Roth, Alois Knoll
JMLR
2011
110views more  JMLR 2011»
13 years 3 months ago
Training SVMs Without Offset
We develop, analyze, and test a training algorithm for support vector machine classifiers without offset. Key features of this algorithm are a new, statistically motivated stoppi...
Ingo Steinwart, Don R. Hush, Clint Scovel
JMLR
2010
97views more  JMLR 2010»
13 years 3 months ago
Evaluation of a Bayesian model-based approach in GA studies
In a typical Genetic Association Study (GAS) several hundreds to millions of genomic variables are measured and tested for association with a given set of a phenotypic variables (...
Gábor Hullám, Peter Antal, Csaba Sza...