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» Using Prior Knowledge: Problems and Solutions
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CONEXT
2010
ACM
14 years 9 months ago
Profiling-By-Association: a resilient traffic profiling solution for the internet backbone
Profiling Internet backbone traffic is becoming an increasingly hard problem since users and applications are avoiding detection using traffic obfuscation and encryption. The key ...
Marios Iliofotou, Brian Gallagher, Tina Eliassi-Ra...
JPDC
1998
125views more  JPDC 1998»
14 years 11 months ago
Solving Large-Scale QAP Problems in Parallel with the Search Library ZRAM
Programlibraries are one tool to make the cooperation between specialists from various elds successful: the separation of application-speci c knowledge from applicationindependent...
Adrian Brüngger, Ambros Marzetta, Jens Clause...
ECAI
1990
Springer
15 years 3 months ago
Knowledge-Intensive Case-Based Reasoning and Sustained Learning
In case-based reasoning (CBR) a problem is solved by matching the problem description to a previously solved case, using the past solution in solving the new problem. A case-based...
Agnar Aamodt
CORR
2012
Springer
196views Education» more  CORR 2012»
13 years 7 months ago
PAC-Bayesian Policy Evaluation for Reinforcement Learning
Bayesian priors offer a compact yet general means of incorporating domain knowledge into many learning tasks. The correctness of the Bayesian analysis and inference, however, lar...
Mahdi Milani Fard, Joelle Pineau, Csaba Szepesv&aa...
CVPR
1999
IEEE
16 years 1 months ago
High-Level and Generic Models for Visual Search: When Does High Level Knowledge Help?
We analyze the problem of detecting a road target in background clutter and investigate the amount of prior (i.e. target specific) knowledge needed to perform this search task. Th...
Alan L. Yuille, James M. Coughlan