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83
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TKDD
2008
86views more  TKDD 2008»
15 years 2 months ago
Bregman bubble clustering: A robust framework for mining dense clusters
Gunjan Gupta, Joydeep Ghosh
129
Voted
ICANN
2010
Springer
15 years 2 months ago
A Cooperative and Penalized Competitive Learning Approach to Gaussian Mixture Clustering
Abstract. Competitive learning approaches with penalization or cooperation mechanism have been applied to unsupervised data clustering due to their attractive ability of automatic ...
Yiu-ming Cheung, Hong Jia
130
Voted
FGR
2008
IEEE
147views Biometrics» more  FGR 2008»
15 years 9 months ago
Unsupervised clustering for google searches of celebrity images
How do we identify images of the same person in photo albums? How can we find images of a particular celebrity using web image search engines? These types of tasks require solvin...
Alex Holub, Pierre Moreels, Pietro Perona
137
Voted
AAAI
2006
15 years 4 months ago
Multi-Conditional Learning: Generative/Discriminative Training for Clustering and Classification
This paper presents multi-conditional learning (MCL), a training criterion based on a product of multiple conditional likelihoods. When combining the traditional conditional proba...
Andrew McCallum, Chris Pal, Gregory Druck, Xuerui ...
332
Voted
ICDE
2009
IEEE
143views Database» more  ICDE 2009»
16 years 4 months ago
Fa: A System for Automating Failure Diagnosis
Abstract-Failures of Internet services and enterprise systems lead to user dissatisfaction and considerable loss of revenue. Since manual diagnosis is often laborious and slow, the...
Songyun Duan, Shivnath Babu, Kamesh Munagala