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» Inferring design patterns using the ReP graph
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WWW
2005
ACM
16 years 1 months ago
On the lack of typical behavior in the global Web traffic network
We offer the first large-scale analysis of Web traffic based on network flow data. Using data collected on the Internet2 network, we constructed a weighted bipartite clientserver ...
Mark Meiss, Filippo Menczer, Alessandro Vespignani
95
Voted
ICSM
2002
IEEE
15 years 5 months ago
ICBMC: An Improved Cohesion Measure for Classes
Class cohesion could be used to evaluate the design quality of classes, to develop test measures for objectoriented software and to restructure poorly designed classes. Among a nu...
Yuming Zhou, Baowen Xu, Jianjun Zhao, Hongji Yang
KDD
2008
ACM
259views Data Mining» more  KDD 2008»
16 years 26 days ago
Using ghost edges for classification in sparsely labeled networks
We address the problem of classification in partially labeled networks (a.k.a. within-network classification) where observed class labels are sparse. Techniques for statistical re...
Brian Gallagher, Hanghang Tong, Tina Eliassi-Rad, ...
115
Voted
KDD
2008
ACM
174views Data Mining» more  KDD 2008»
16 years 26 days ago
Effective label acquisition for collective classification
Information diffusion, viral marketing, and collective classification all attempt to model and exploit the relationships in a network to make inferences about the labels of nodes....
Mustafa Bilgic, Lise Getoor
INFFUS
2010
143views more  INFFUS 2010»
14 years 11 months ago
A multi-agent systems approach to distributed bayesian information fusion
This paper introduces design principles for modular Bayesian fusion systems which can (i) cope with large quantities of heterogeneous information and (ii) can adapt to changing co...
Gregor Pavlin, Patrick de Oude, Marinus Maris, Jan...