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SDM
2008
SIAM
176views Data Mining» more  SDM 2008»
13 years 10 months ago
A General Model for Multiple View Unsupervised Learning
Multiple view data, which have multiple representations from different feature spaces or graph spaces, arise in various data mining applications such as information retrieval, bio...
Bo Long, Philip S. Yu, Zhongfei (Mark) Zhang
PAMI
2012
11 years 11 months ago
Angular Embedding: A Robust Quadratic Criterion
Abstract—Given the size and confidence of pairwise local orderings, angular embedding (AE) finds a global ordering with a nearglobal optimal eigensolution. As a quadratic crite...
Stella Yu
SC
2003
ACM
14 years 1 months ago
The Space Simulator: Modeling the Universe from Supernovae to Cosmology
The Space Simulator is a 294-processor Beowulf cluster with
Michael S. Warren, Chris L. Fryer, M. Patrick Goda
ICDM
2007
IEEE
170views Data Mining» more  ICDM 2007»
14 years 3 months ago
Consensus Clusterings
In this paper we address the problem of combining multiple clusterings without access to the underlying features of the data. This process is known in the literature as clustering...
Nam Nguyen, Rich Caruana
IDEAL
2000
Springer
14 years 7 days ago
Clustering by Similarity in an Auxiliary Space
Abstract. We present a clustering method for continuous data. It defines local clusters into the (primary) data space but derives its similarity measure from the posterior distribu...
Janne Sinkkonen, Samuel Kaski