133 search results - page 13 / 27 » Probabilistic Classification and Clustering in Relational Da... |
117
Voted
ICASSP
2008
IEEE
15 years 10 months ago
2008
IEEE
The problem of document classification considers categorizing or grouping of various document types. Each document can be represented as a bag of words, which has no straightforw...
101
Voted
MVA
2000
15 years 4 months ago
2000
X-ray mapping images of polished sections are classified using two unsupervised clustering algorithms. The methods applied are the k-means algorithm and an extended spectral fuzzy...
123
Voted
PAKDD
2004
ACM
15 years 8 months ago
2004
ACM
Our previous work introduced a 3D particle visualization framework that viewed each data point as being a particle affected by gravitational forces. We showed the use of this tool ...
108
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PAMI
2006
15 years 3 months ago
2006
Gaussian process classifiers (GPCs) are Bayesian probabilistic kernel classifiers. In GPCs, the probability of belonging to a certain class at an input location is monotonically re...
171
Voted
KDD
2012
ACM
13 years 5 months ago
2012
ACM
Real-world, multiple-typed objects are often interconnected, forming heterogeneous information networks. A major challenge for link-based clustering in such networks is its potent...