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COMPGEOM
2011
ACM
14 years 3 months ago
Persistence-based clustering in riemannian manifolds
We present a clustering scheme that combines a mode-seeking phase with a cluster merging phase in the corresponding density map. While mode detection is done by a standard graph-b...
Frédéric Chazal, Leonidas J. Guibas,...
78
Voted
PKDD
2010
Springer
141views Data Mining» more  PKDD 2010»
14 years 9 months ago
On Detecting Clustered Anomalies Using SCiForest
Detecting local clustered anomalies is an intricate problem for many existing anomaly detection methods. Distance-based and density-based methods are inherently restricted by their...
Fei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou
NIPS
2003
15 years 1 months ago
Convex Methods for Transduction
The 2-class transduction problem, as formulated by Vapnik [1], involves finding a separating hyperplane for a labelled data set that is also maximally distant from a given set of...
Tijl De Bie, Nello Cristianini
105
Voted
SPLC
2004
15 years 1 months ago
Generalized Release Planning for Product Line Architectures
This paper elaborates on the coordination and management of evolving software product-lines, where development teams work around a shared and reusable domain infrastructure. The tr...
Louis J. M. Taborda
IPAS
2008
15 years 2 months ago
Deblurring noisy radial-blurred images: spatially adaptive filtering approach
The deblurring of images corrupted by radial blur is studied. This type of blur appears in images acquired during any camera translation having a substantial component orthogonal ...
Giacomo Boracchi, Alessandro Foi, Vladimir Katkovn...