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NIPS
2001
15 years 13 days ago
Model Based Population Tracking and Automatic Detection of Distribution Changes
Probabilistic mixture models are used for a broad range of data analysis tasks such as clustering, classification, predictive modeling, etc. Due to their inherent probabilistic na...
Igor V. Cadez, Paul S. Bradley
ACL
2010
14 years 9 months ago
Cross-Lingual Latent Topic Extraction
Probabilistic latent topic models have recently enjoyed much success in extracting and analyzing latent topics in text in an unsupervised way. One common deficiency of existing to...
Duo Zhang, Qiaozhu Mei, ChengXiang Zhai
CAV
2006
Springer
132views Hardware» more  CAV 2006»
15 years 2 months ago
Symmetry Reduction for Probabilistic Model Checking
We present an approach for applying symmetry reduction techniques to probabilistic model checking, a formal verification method for the quantitative analysis of systems with stocha...
Marta Z. Kwiatkowska, Gethin Norman, David Parker
GLOBECOM
2008
IEEE
15 years 5 months ago
Routing with Probabilistic Delay Guarantees in Wireless Ad-Hoc Networks
—In many wireless ad-hoc networks it is important to find a route that delivers a message to the destination within a certain deadline (delay constraint). We propose to identify...
Matthew Brand, Petar Maymounkov, Andreas F. Molisc...
GLOBECOM
2007
IEEE
15 years 5 months ago
On the (in)Effectiveness of Probabilistic Marking for IP Traceback Under DDoS Attacks
—Distributed denial-of-service attacks (DDoS) pose an immense threat to the Internet. The most studied solution is to let routers probabilistically mark packets with partial path...
Vamsi Paruchuri, Arjan Durresi, Raj Jain