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PAM
2005
Springer
16 years 9 days ago
Revisiting Internet AS-Level Topology Discovery
Abstract. The development of veracious models of the Internet topology has received a lot of attention in the last few years. Many proposed models are based on topologies derived f...
Xenofontas A. Dimitropoulos, Dmitri V. Krioukov, G...
SEMWEB
2005
Springer
16 years 9 days ago
Towards Imaging Large-Scale Ontologies for Quick Understanding and Analysis
In many practical applications, ontologies tend to be very large and complicated. In order for users to quickly understand and analyze large-scale ontologies, in this paper we prop...
Kewei Tu, Miao Xiong, Lei Zhang, Haiping Zhu, Jie ...
WEBI
2005
Springer
16 years 9 days ago
HITS is Principal Components Analysis
In this work, we show that Kleinberg’s hubs and authorities model (HITS) is simply Principal Components Analysis (PCA; maybe the most widely used multivariate statistical analys...
Marco Saerens, François Fouss
PAKDD
2004
ACM
96views Data Mining» more  PAKDD 2004»
16 years 5 days ago
Spectral Energy Minimization for Semi-supervised Learning
The use of unlabeled data to aid classification is important as labeled data is often available in limited quantity. Instead of utilizing training samples directly into semi-super...
Chun Hung Li, Zhi-Li Wu
162
Voted
ISIPTA
2003
IEEE
16 years 3 days ago
Graphical Representation of Asymmetric Graphoid Structures
Independence models induced by some uncertainty measures (e.g. conditional probability, possibility) do not obey the usual graphoid properties, since they do not satisfy the symme...
Barbara Vantaggi