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» Multi-stage Cascaded Prediction
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ICPPW
2002
IEEE
13 years 9 months ago
A Structural Framework for Modeling Multi-Stage Network Attacks
Incidents such as Solar Sunrise and Nimda demonstrate the need to expressively model distributed and complex network attacks. To protect information systems, system administrators...
Kristopher Daley, Ryan Larson, Jerald Dawkins
JMLR
2010
135views more  JMLR 2010»
12 years 11 months ago
Structured Prediction Cascades
Structured prediction tasks pose a fundamental trade-off between the need for model complexity to increase predictive power and the limited computational resources for inference i...
David Weiss, Benjamin Taskar
CIKM
2009
Springer
13 years 8 months ago
Blog cascade affinity: analysis and prediction
Information propagation within the blogosphere is of much importance in implementing policies, marketing research, launching new products, and other applications. In this paper, w...
Hui Li, Sourav S. Bhowmick, Aixin Sun
INFOCOM
2012
IEEE
11 years 7 months ago
Proactive seeding for information cascades in cellular networks
—In today’s Internet, online social networks (OSNs) play an important role in informing users about content. At the same time, mobile devices provide ubiquitous access to this ...
Francesco Malandrino, Maciej Kurant, Athina Markop...
IJCNN
2000
IEEE
13 years 9 months ago
Bi-Causal Recurrent Cascade Correlation
Recurrent neural networks fail to deal with prediction tasks which do not satisfy the causality assumption. We propose to exploit bi-causality to extend the Recurrent Cascade Corr...
Alessio Micheli, Diego Sona, Alessandro Sperduti