1427 search results - page 157 / 286 » Kernels for Semi-Structured Data |
107
Voted
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
We present a new machine learning framework called "self-taught learning" for using unlabeled data in supervised classification tasks. We do not assume that the unlabele...
109
Voted
IPPS
2007
IEEE
15 years 7 months ago
2007
IEEE
With the increasing gap between processor speed and memory latency, the performance of data-dominated programs are becoming more reliant on fast data access, which can be improved...
124
Voted
CIKM
2006
Springer
15 years 4 months ago
2006
Springer
Data stream clustering has emerged as a challenging and interesting problem over the past few years. Due to the evolving nature, and one-pass restriction imposed by the data strea...
118
Voted
ECCV
2010
Springer
15 years 3 months ago
2010
Springer
Abstract. We describe a clustering approach with the emphasis on detecting coherent structures in a complex dataset, and illustrate its effectiveness with computer vision applicat...
106
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SDM
2008
SIAM
15 years 2 months ago
2008
SIAM
Currently, many privacy-preserving data mining (PPDM) algorithms assume the semi-honest model and/or malicious model of multi-party interaction. However, both models are far from ...