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121
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TASLP
2010
14 years 10 months ago
2010
A novel system for speaker diarization is proposed that combines the eigengap criterion and cluster ensembles. No explicit assumptions on the number of speakers are made. Two varia...
126
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EOR
2010
15 years 4 months ago
2010
Traditionally, clustering problems are investigated under the assumption that all objects must be clustered. A shortcoming of this formulation is that a few distant objects, calle...
153
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IPPS
2010
IEEE
15 years 1 months ago
2010
IEEE
MapReduce has become an important distributed processing model for large-scale data-intensive applications like data mining and web indexing. Hadoop
123
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BMCBI
2010
15 years 4 months ago
2010
Background: Conserved gene clusters are groups of genes that are located close to one another in the genomes of several species. They tend to code for proteins that have a functio...
130
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JMLR
2010
14 years 10 months ago
2010
Prior distributions play a crucial role in Bayesian approaches to clustering. Two commonly-used prior distributions are the Dirichlet and Pitman-Yor processes. In this paper, we i...