661 search results - page 53 / 133 » Generalized clustering, supervised learning, and data assign... |
152
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
This paper proposes a new method for comparing clusterings both partitionally and geometrically. Our approach is motivated by the following observation: the vast majority of previ...
118
Voted
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
The k q-flats algorithm is a generalization of the popular k-means algorithm where q dimensional best fit affine sets replace centroids as the cluster prototypes. In this work, a ...
118
Voted
JCP
2006
15 years 3 months ago
2006
Gliomas are malignant brain tumors that grow by invading adjacent tissue. We propose and evaluate a 3D classification-based growth model, CDM, that predicts how a glioma will grow ...
134
Voted
ICDM
2006
IEEE
15 years 9 months ago
2006
IEEE
Internet routing dynamics have been extensively studied in the past few years. However, dynamics such as interdomain Border Gateway Protocol (BGP) behavior are still poorly unders...
176
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FOIKS
2008
Springer
16 years 17 days ago
2008
Springer
Supervised learning deals with the inference of a distribution over an output or label space $\CY$ conditioned on points in an observation space $\CX$, given a training dataset $D$...