129 search results - page 6 / 26 » Fully distributed EM for very large datasets |
CCGRID
2010
IEEE
13 years 8 months ago
2010
IEEE
Abstract--Large high dimension datasets are of growing importance in many fields and it is important to be able to visualize them for understanding the results of data mining appro...
KDD
2009
ACM
14 years 8 months ago
2009
ACM
All Netflix Prize algorithms proposed so far are prohibitively costly for large-scale production systems. In this paper, we describe an efficient dataflow implementation of a coll...
TSP
2008
13 years 7 months ago
2008
We propose a sequential Monte Carlo (SMC)-based motif discovery algorithm that can efficiently detect motifs in datasets containing a large number of sequences. The statistical di...
ICDM
2007
IEEE
14 years 2 months ago
2007
IEEE
Text clustering is most commonly treated as a fully automated task without user supervision. However, we can improve clustering performance using supervision in the form of pairwi...
ICC
2007
IEEE
14 years 2 months ago
2007
IEEE
— Dealing with RTTs (Round Trip Time) in IQ switches has been recently recognized as a challenging problem, especially if considering distributed (multi-chip) scheduler implement...