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SDM
2007
SIAM
109views Data Mining» more  SDM 2007»
15 years 8 months ago
Segmentations with Rearrangements
Sequence segmentation is a central problem in the analysis of sequential and time-series data. In this paper we introduce and we study a novel variation to the segmentation proble...
Aristides Gionis, Evimaria Terzi
EOR
2010
99views more  EOR 2010»
15 years 6 months ago
Min sum clustering with penalties
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...
Refael Hassin, Einat Or
CORR
2007
Springer
128views Education» more  CORR 2007»
15 years 6 months ago
Model Selection Through Sparse Maximum Likelihood Estimation
We consider the problem of estimating the parameters of a Gaussian or binary distribution in such a way that the resulting undirected graphical model is sparse. Our approach is to...
Onureena Banerjee, Laurent El Ghaoui, Alexandre d'...
IJAIT
2002
81views more  IJAIT 2002»
15 years 6 months ago
Guiding Constructive Search with Statistical Instance-Based Learning
Several real world applications involve solving combinatorial optimization problems. Commonly, existing heuristic approaches are designed to address specific difficulties of the u...
Orestis Telelis, Panagiotis Stamatopoulos
CVPR
2009
IEEE
1234views Computer Vision» more  CVPR 2009»
17 years 1 months ago
Robustifying Eye Center Localization by Head Pose Cues
Head pose and eye location estimation are two closely related issues which refer to similar application areas. In recent years, these problems have been studied individually in ...
Roberto Valenti, Theo Gevers, Zeynep Yücel