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» On the Distribution of Natural Probability Functions
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CVPR
2001
IEEE
16 years 6 months ago
Clustering Art
We extend a recently developed method [1] for learning the semantics of image databases using text and pictures. We incorporate statistical natural language processing in order to...
Kobus Barnard, Pinar Duygulu, David A. Forsyth
SIAMDM
2010
114views more  SIAMDM 2010»
15 years 2 months ago
Rank-Based Attachment Leads to Power Law Graphs
Abstract. We investigate the degree distribution resulting from graph generation models based on rank-based attachment. In rank-based attachment, all vertices are ranked according ...
Jeannette Janssen, Pawel Pralat
ICC
2007
IEEE
103views Communications» more  ICC 2007»
15 years 10 months ago
Modeling Channel Occupancy Times for Voice Traffic in Cellular Networks
—Call holding times in telephony networks are commonly approximated by exponential distributions to facilitate traffic engineering. However, for traffic engineering of cellular n...
Emre A. Yavuz, Victor C. M. Leung
ACSAC
2006
IEEE
15 years 10 months ago
A Framework for a Collaborative DDoS Defense
Increasing use of the Internet for critical services makes flooding distributed denial-of-service (DDoS) a top security threat. A distributed nature of DDoS suggests that a distr...
George C. Oikonomou, Jelena Mirkovic, Peter L. Rei...
FTML
2008
185views more  FTML 2008»
15 years 4 months ago
Graphical Models, Exponential Families, and Variational Inference
The formalism of probabilistic graphical models provides a unifying framework for capturing complex dependencies among random variables, and building large-scale multivariate stat...
Martin J. Wainwright, Michael I. Jordan