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» An objective approach to cluster validation
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DAGM
2011
Springer
13 years 10 months ago
Relaxed Exponential Kernels for Unsupervised Learning
Many unsupervised learning algorithms make use of kernels that rely on the Euclidean distance between two samples. However, the Euclidean distance is optimal for Gaussian distribut...
Karim T. Abou-Moustafa, Mohak Shah, Fernando De la...
ICIAP
1999
ACM
15 years 2 months ago
Background Removal in Image Indexing and Retrieval
This paper presents our research in image content based indexing and retrieval, a key technology in digital image libraries. In most of the existing image content-based techniques...
Yi Lu, Hong Guo
CVPR
2011
IEEE
14 years 2 months ago
Track to the future: Spatio-temporal video segmentation with long-range motion cues
Video provides not only rich visual cues such as motion and appearance, but also much less explored long-range temporal interactions among objects. We aim to capture such interact...
José, Lezama, Karteek Alahari, Josef Sivic, Ivan ...
ICMCS
2010
IEEE
152views Multimedia» more  ICMCS 2010»
14 years 11 months ago
Bipolar grouping
Most affinity-based grouping methods only model the inclusive relation among the data. When the data set contains a significant amount of noise data that should not be included in...
Jiang Xu, Junsong Yuan, Ying Wu
83
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WCRE
2008
IEEE
15 years 4 months ago
Analyzing the Actual Execution of a Large Software-Intensive System for Determining Dependencies
In this paper, we present a dynamic analysis approach to increase the understandability of a large softwareintensive system, more particularly to enable the identification of depe...
Trosky Boris Callo Arias, Paris Avgeriou, Pierre A...