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» Measuring the Quality of Approximated Clusterings
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CVPR
2001
IEEE
16 years 3 months ago
Event-Based Analysis of Video
Dynamic events can be regarded as long-term temporal objects, which are characterized by spatio-temporal features at multiple temporal scales. Based on this, we design a simple st...
Lihi Zelnik-Manor, Michal Irani
77
Voted
ICMCS
2000
IEEE
98views Multimedia» more  ICMCS 2000»
15 years 6 months ago
Automatic Image Event Segmentation and Quality Screening for Albuming Applications
In this paper, a system for automatic albuming of consumer photographs is described, and its specific core components of event segmentation and screening of low quality images are...
Alexander C. Loui, Andreas E. Savakis
CCGRID
2007
IEEE
15 years 8 months ago
Assessing the Quality of Automatically Built Network Representations
Abstract— In order to efficiently use Grid resources, users or middlewares must use some network information, and in particular some knowledge of the platform network. As such kn...
Lionel Eyraud-Dubois, Martin Quinson
94
Voted
NIPS
2008
15 years 3 months ago
Clustering via LP-based Stabilities
A novel center-based clustering algorithm is proposed in this paper. We first formulate clustering as an NP-hard linear integer program and we then use linear programming and the ...
Nikos Komodakis, Nikos Paragios, Georgios Tziritas
SDM
2003
SIAM
110views Data Mining» more  SDM 2003»
15 years 3 months ago
Mixture Models and Frequent Sets: Combining Global and Local Methods for 0-1 Data
We study the interaction between global and local techniques in data mining. Specifically, we study the collections of frequent sets in clusters produced by a probabilistic clust...
Jaakko Hollmén, Jouni K. Seppänen, Hei...