421 search results - page 16 / 85 » A probabilistic framework for relational clustering |
110
Voted
ICVGIP
2004
15 years 3 months ago
2004
The first contribution of this paper is a probabilistic approach for measuring motion similarity for point sequences. While most motion segmentation algorithms are based on a rank...
125
Voted
MMDB
2004
ACM
15 years 7 months ago
2004
ACM
With the proliferation of image data, the need to search and retrieve images efficiently and accurately from a large image database or a collection of image databases has drastica...
120
Voted
CJ
1998
15 years 1 months ago
1998
Approximation structuring clustering is an extension of what is usually called square-error clustering" onto various cluster structures and data formats. It appears to be not...
104
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ESANN
2007
15 years 3 months ago
2007
Mixtures of probabilistic principal component analyzers model high-dimensional nonlinear data by combining local linear models. Each mixture component is specifically designed to...
108
Voted
ICML
2005
IEEE
16 years 2 months ago
2005
IEEE
In this paper, we propose a probabilistic kernel approach to preference learning based on Gaussian processes. A new likelihood function is proposed to capture the preference relat...