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NIPS
2007
15 years 8 months ago
Learning with Tree-Averaged Densities and Distributions
We utilize the ensemble of trees framework, a tractable mixture over superexponential number of tree-structured distributions [1], to develop a new model for multivariate density ...
Sergey Kirshner
KDD
2009
ACM
150views Data Mining» more  KDD 2009»
16 years 7 months ago
Large human communication networks: patterns and a utility-driven generator
Given a real, and weighted person-to-person network which changes over time, what can we say about the cliques that it contains? Do the incidents of communication, or weights on t...
Nan Du, Christos Faloutsos, Bai Wang, Leman Akoglu
MINENET
2006
ACM
16 years 19 days ago
Diagnosis of TCP overlay connection failures using bayesian networks
When failures occur in Internet overlay connections today, it is difficult for users to determine the root cause of failure. An overlay connection may require TCP connections bet...
George J. Lee, Lindsey Poole
ICDM
2009
IEEE
141views Data Mining» more  ICDM 2009»
16 years 1 months ago
Discovering Excitatory Networks from Discrete Event Streams with Applications to Neuronal Spike Train Analysis
—Mining temporal network models from discrete event streams is an important problem with applications in computational neuroscience, physical plant diagnostics, and human-compute...
Debprakash Patnaik, Srivatsan Laxman, Naren Ramakr...
SEC
2008
15 years 8 months ago
A Live Digital Forensic system for Windows networks
This paper presents FOXP (computer FOrensic eXPerience), an open source project to support network Live Digital Forensics (LDF), where the network nodes run a Windows NT family Ope...
Roberto Battistoni, Alessandro Di Biagio, Roberto ...