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ML
2002
ACM
220views Machine Learning» more  ML 2002»
15 years 1 months ago
Bayesian Methods for Support Vector Machines: Evidence and Predictive Class Probabilities
I describe a framework for interpreting Support Vector Machines (SVMs) as maximum a posteriori (MAP) solutions to inference problems with Gaussian Process priors. This probabilisti...
Peter Sollich
90
Voted
NAR
1998
55views more  NAR 1998»
15 years 1 months ago
The orientation and dynamics of the C2'-OH and hydration of RNA and DNA.RNA hybrids
The stereochemical and dynamic properties of the C2′ hydroxyl group in several DNA·RNA hybrids have been measured by NMR and compared with the homologous RNA duplex. The C2′-...
Jeffrey I. Gyi, Andrew N. Lane, Graeme L. Conn, To...
SIGIR
2002
ACM
15 years 1 months ago
Predicting query performance
We develop a method for predicting query performance by computing the relative entropy between a query language model and the corresponding collection language model. The resultin...
Stephen Cronen-Townsend, Yun Zhou, W. Bruce Croft
TMC
2008
219views more  TMC 2008»
15 years 1 months ago
COACS: A Cooperative and Adaptive Caching System for MANETs
This paper introduces a cooperation-based database caching system for Mobile Ad Hoc Networks (MANETs). The heart of the system is the nodes that cache submitted queries. The querie...
Hassan Artail, Haïdar Safa, Khaleel W. Mersha...
JSAC
2010
143views more  JSAC 2010»
15 years 1 days ago
Balancing competing resource allocation demands in a public cellular network that supports emergency services
Abstract—When an emergency happens, public communication networks, including cellular networks, public switched telecommunication networks, and the Internet can be utilized to su...
Jiazhen Zhou, C. Beard