4085 search results - page 283 / 817 » Benchmarking Data Mining Algorithms |
164
Voted
ICDM
2002
IEEE
15 years 9 months ago
2002
IEEE
Over the years, a variety of algorithms for finding frequent sequential patterns in very large sequential databases have been developed. The key feature in most of these algorith...
125
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SDM
2010
SIAM
15 years 5 months ago
2010
SIAM
The Passive Aggressive framework [1] is a principled approach to online linear classification that advocates minimal weight updates i.e., the least required so that the current tr...
121
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ISMIS
2005
Springer
15 years 9 months ago
2005
Springer
In this paper we propose an original approach to apply data mining algorithms, namely decision tree-based methods, taking into account not only the size of processed databases but ...
145
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ICDM
2007
IEEE
15 years 10 months ago
2007
IEEE
Statistical topic models such as the Latent Dirichlet Allocation (LDA) have emerged as an attractive framework to model, visualize and summarize large document collections in a co...
123
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ICDM
2006
IEEE
15 years 10 months ago
2006
IEEE
The reciprocal connectivity between the cerebral cortex and the thalamus in a human brain is involved in consciousness and related to various brain disorders, thus, in-vivo analys...