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ICDM
2009
IEEE

110views Data Mining» more ICDM 2009»

14 years 2 months ago

Recent advances in data clustering concern clustering ensembles and projective clustering methods, each addressing different issues in clustering problems. In this paper, we consi...

Francesco Gullo, Carlotta Domeniconi, Andrea Tagar...

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16

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ICTIR
2009
Springer

99views Information Technology» more ICTIR 2009»

Avoiding Bias in Text Clustering Using Constrained K-means and May-Not-Links

14 years 2 months ago

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Abstract. In this paper we present a new clustering algorithm which ex

M. Eduardo Ares, Javier Parapar, Alvaro Barreiro

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20

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ICDM
2009
IEEE

165views Data Mining» more ICDM 2009»

Cross-Guided Clustering: Transfer of Relevant Supervision across Domains for Improved Clustering

14 years 2 months ago

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—Lack of supervision in clustering algorithms often leads to clusters that are not useful or interesting to human reviewers. We investigate if supervision can be automatically tr...

Indrajit Bhattacharya, Shantanu Godbole, Sachindra...

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54

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VLDB
2009
ACM

122views Database» more VLDB 2009»

Self-tuning management of update-intensive multidimensional data in clusters of workstations

14 years 7 months ago

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Vassil Kriakov, George Kollios, Alex Delis

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