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JMLR
2008
104views more  JMLR 2008»
15 years 3 months ago
Learning Reliable Classifiers From Small or Incomplete Data Sets: The Naive Credal Classifier 2
In this paper, the naive credal classifier, which is a set-valued counterpart of naive Bayes, is extended to a general and flexible treatment of incomplete data, yielding a new cl...
Giorgio Corani, Marco Zaffalon
WSCG
2004
192views more  WSCG 2004»
15 years 4 months ago
Fast Segmentation and Modeling of Range Data Via Steerable Pyramid and Superquadrics
This paper focuses on a fast and effective model for range images segmentation and modeling. The first phase is based on the well-known Simoncelli's steerable pyramid, useful...
Vittoria Bruni, Domenico Vitulano, Umberto Manisca...
ICASSP
2011
IEEE
14 years 6 months ago
Basis pursuit for spectrum cartography
A nonparametric version of the basis pursuit method is developed for field estimation. The underlying model entails known bases, weighted by generic functions to be estimated fro...
Juan Andrés Bazerque, Gonzalo Mateos, Georg...
MICCAI
2009
Springer
16 years 4 months ago
Tracked Regularized Ultrasound Elastography for Targeting Breast Radiotherapy
Tracked ultrasound elastography can be used for guidance in partial breast radiotherapy by visualizing the hard scar tissue around the lumpectomy cavity. For clinical success, the ...
Hassan Rivaz, Pezhman Foroughi, Ioana Fleming, ...
VLDB
2005
ACM
153views Database» more  VLDB 2005»
16 years 3 months ago
An effective and efficient algorithm for high-dimensional outlier detection
Abstract. The outlier detection problem has important applications in the field of fraud detection, network robustness analysis, and intrusion detection. Most such applications are...
Charu C. Aggarwal, Philip S. Yu