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SDM
2010
SIAM
213views Data Mining» more  SDM 2010»
15 years 7 months ago
Spectral Analysis of Signed Graphs for Clustering, Prediction and Visualization
We study the application of spectral clustering, prediction and visualization methods to graphs with negatively weighted edges. We show that several characteristic matrices of gra...
Jérôme Kunegis, Stephan Schmidt, Andr...
NIPS
2008
15 years 7 months ago
Supervised Exponential Family Principal Component Analysis via Convex Optimization
Recently, supervised dimensionality reduction has been gaining attention, owing to the realization that data labels are often available and indicate important underlying structure...
Yuhong Guo
SEMWEB
2007
Springer
16 years 16 days ago
Towards Scalable Information Spaces
Abstract. Recent work in the field of middleware technology proposes semantic spaces as a tool for coping with the scalability, heterogeneity and dynamism issues of large scale di...
Reto Krummenacher, Elena Paslaru Bontas Simperl, D...
ICPR
2010
IEEE
15 years 4 months ago
Fundamental Geodesic Deformations in Spaces of Treelike Shapes
This paper presents a new geometric framework for analysis of planar treelike shapes for applications such as shape matching, recognition and morphology, using the geometry of the...
Aasa Feragen, François Lauze, Mads Nielsen
HT
1997
ACM
15 years 10 months ago
Structuring and Visualising the WWW by Generalised Similarity Analysis
This paper describes a generic approach to structuring and visualising a hypertext-based information space on the WWW. This approach, called Generalised Similarity Analysis (GSA),...
Chaomei Chen