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SDM
2003
SIAM
156views Data Mining» more  SDM 2003»
13 years 6 months ago
Detection of Underrepresented Biological Sequences using Class-Conditional Distribution Models
A labeled sequence data set related to a certain biological property is often biased and, therefore, does not completely capture its diversity in nature. To reduce this sampling b...
Slobodan Vucetic, Dragoljub Pokrajac, Hongbo Xie, ...
ICA
2004
Springer
13 years 11 months ago
A Model for Analyzing Dependencies Between Two ICA Features in Natural Images
Abstract. In this paper we examine how the activation of one independent component analysis (ICA) feature changes first and second order statistics of other independent components...
Mika Inki
PKDD
2010
Springer
154views Data Mining» more  PKDD 2010»
13 years 3 months ago
Topic Models Conditioned on Relations
Latent Dirichlet allocation is a fully generative statistical language model that has been proven to be successful in capturing both the content and the topics of a corpus of docum...
Mirwaes Wahabzada, Zhao Xu, Kristian Kersting
INTERSPEECH
2010
13 years 9 days ago
Strategies for statistical spoken language understanding with small amount of data - an empirical study
The semantic frame based spoken language understanding involves two decisions
Ye-Yi Wang
TIP
2002
133views more  TIP 2002»
13 years 5 months ago
A joint inter- and intrascale statistical model for Bayesian wavelet based image denoising
Abstract--This paper presents a new wavelet-based image denoising method, which extends a recently emerged "geometrical" Bayesian framework. The new method combines three...
Aleksandra Pizurica, Wilfried Philips, Ignace Lema...