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» Kernel Methods for Pattern Analysis
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118
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BMCBI
2008
141views more  BMCBI 2008»
15 years 21 days ago
Discovering functional interaction patterns in protein-protein interaction networks
Background: In recent years, a considerable amount of research effort has been directed to the analysis of biological networks with the availability of genome-scale networks of ge...
Mehmet E. Turanalp, Tolga Can
86
Voted
KDD
2004
ACM
314views Data Mining» more  KDD 2004»
16 years 1 months ago
Assessment of discretization techniques for relevant pattern discovery from gene expression data
In the domain of gene expression data analysis, various researchers have recently emphasized the promising application of pattern discovery techniques like association rule mining...
Ruggero G. Pensa, Claire Leschi, Jéré...
ICMI
2009
Springer
123views Biometrics» more  ICMI 2009»
15 years 7 months ago
Learning and predicting multimodal daily life patterns from cell phones
In this paper, we investigate the multimodal nature of cell phone data in terms of discovering recurrent and rich patterns in people’s lives. We present a method that can discov...
Katayoun Farrahi, Daniel Gatica-Perez
103
Voted
IBPRIA
2003
Springer
15 years 5 months ago
Supervised Locally Linear Embedding Algorithm for Pattern Recognition
The dimensionality of the input data often far exceeds their intrinsic dimensionality. As a result, it may be difficult to recognize multidimensional data, especially if the number...
Olga Kouropteva, Oleg Okun, Matti Pietikäinen
MM
2009
ACM
168views Multimedia» more  MM 2009»
15 years 5 months ago
Identifying news videos' ideological perspectives using emphatic patterns of visual concepts
Television news has become the predominant way of understanding the world around us, but individual news broadcasters can frame or mislead an audience’s understanding of politic...
Wei-Hao Lin, Alexander G. Hauptmann