702 search results - page 70 / 141 » Learning Probabilistic Models of Relational Structure |
132
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JMLR
2006
15 years 16 days ago
2006
We develop a new component analysis framework, the Noisy-Or Component Analyzer (NOCA), that targets high-dimensional binary data. NOCA is a probabilistic latent variable model tha...
131
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AC
2002
Springer
15 years 13 days ago
2002
Springer
Measuring structural design properties of a software system, such as coupling, cohesion, or complexity, is a promising approach towards early quality assessments. To use such meas...
96
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ECML
2007
Springer
15 years 6 months ago
2007
Springer
Abstract. Clustering has recently enjoyed progress via spectral methods which group data using only pairwise affinities and avoid parametric assumptions. While spectral clustering ...
89
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SIGIR
2009
ACM
15 years 7 months ago
2009
ACM
Documents in many corpora, such as digital libraries and webpages, contain both content and link information. To explicitly consider the document relations represented by links, i...
134
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SCALESPACE
2007
Springer
15 years 6 months ago
2007
Springer
This paper presents a statistical model for textures that uses a non-negative decomposition on a set of local atoms learned from an exemplar. This model is described by the varianc...