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» Constructing minimum-interference networks
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IPMU
2010
Springer
15 years 6 months ago
The Link Prediction Problem in Bipartite Networks
We define and study the link prediction problem in bipartite networks, specializing general link prediction algorithms to the bipartite case. In a graph, a link prediction functio...
Jérôme Kunegis, Ernesto William De Lu...
NIPS
2008
15 years 5 months ago
Regularized Learning with Networks of Features
For many supervised learning problems, we possess prior knowledge about which features yield similar information about the target variable. In predicting the topic of a document, ...
Ted Sandler, John Blitzer, Partha Pratim Talukdar,...
SIMUTOOLS
2008
15 years 5 months ago
PlanetSim: an extensible framework for overlay network and services simulations
Research community on distributed systems, and in particular on peer-to-peer systems, needs tools for evaluating their own protocols and services, as well as against other protoco...
Jordi Pujol Ahulló, Pedro García L&o...
BIOCOMP
2006
15 years 5 months ago
The Generalized Topological Overlap Matrix for Detecting Modules in Gene Networks
Systems biologic studies of gene and protein interaction networks have found that these networks are comprised of `modules' (groups of tightly interconnected nodes). Module i...
Andy M. Yip, Steve Horvath
UAI
2003
15 years 5 months ago
Large-Sample Learning of Bayesian Networks is NP-Hard
In this paper, we provide new complexity results for algorithms that learn discrete-variable Bayesian networks from data. Our results apply whenever the learning algorithm uses a ...
David Maxwell Chickering, Christopher Meek, David ...