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» On Probabilistic Alternating Simulations
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ICANNGA
2009
Springer
134views Algorithms» more  ICANNGA 2009»
14 years 4 months ago
A Generative Model for Self/Non-self Discrimination in Strings
A statistical generative model is presented as an alternative to negative selection in anomaly detection of string data. We extend the probabilistic approach to binary classificat...
Matti Pöllä
IWCMC
2009
ACM
14 years 4 months ago
Probabilistic counter-based route discovery for mobile ad hoc networks
Conventional on-demand route discovery for ad hoc routing protocols extensively use simple flooding, which could potentially lead to high channel contention, causing redundant ret...
Aminu Mohammed, Mohamed Ould-Khaoua, Lewis M. Mack...
CORR
2010
Springer
160views Education» more  CORR 2010»
13 years 10 months ago
Scalable Probabilistic Databases with Factor Graphs and MCMC
Incorporating probabilities into the semantics of incomplete databases has posed many challenges, forcing systems to sacrifice modeling power, scalability, or treatment of relatio...
Michael L. Wick, Andrew McCallum, Gerome Miklau
LPAR
2010
Springer
13 years 8 months ago
The Consistency of the CADIAG-2 Knowledge Base: A Probabilistic Approach
Abstract. The paper presents the methodology and the results of checking consistency of the knowledge base of CADIAG-2, a large-scale medical expert system. Such knowledge base con...
Pavel Klinov, Bijan Parsia, David Picado-Mui&ntild...
TMM
2010
194views Management» more  TMM 2010»
13 years 4 months ago
Modeling Flickr Communities Through Probabilistic Topic-Based Analysis
Abstract--With the increased presence of digital imaging devices, there also came an explosion in the amount of multimedia content available online. Users have transformed from pas...
Radu Andrei Negoescu, Daniel Gatica-Perez