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IJCV
2000
180views more  IJCV 2000»
15 years 4 months ago
Probabilistic Models of Appearance for 3-D Object Recognition
We describe how to model the appearance of a 3-D object using multiple views, learn such a model from training images, and use the model for object recognition. The model uses pro...
Arthur R. Pope, David G. Lowe
ENTCS
2002
131views more  ENTCS 2002»
15 years 4 months ago
Automatic Generation of Language-based Tools
Many tools have been constructed using different formal methods to process various parts of a language specification (e.g., scanner generators, parser generators and compiler gene...
Pedro Rangel Henriques, Maria João Varanda ...
IR
2000
15 years 4 months ago
Automating the Construction of Internet Portals with Machine Learning
Domain-specific internet portals are growing in popularity because they gather content from the Web and organize it for easy access, retrieval and search. For example, www.campsear...
Andrew McCallum, Kamal Nigam, Jason Rennie, Kristi...
JAIR
2000
152views more  JAIR 2000»
15 years 4 months ago
Value-Function Approximations for Partially Observable Markov Decision Processes
Partially observable Markov decision processes (POMDPs) provide an elegant mathematical framework for modeling complex decision and planning problems in stochastic domains in whic...
Milos Hauskrecht
ML
2000
ACM
244views Machine Learning» more  ML 2000»
15 years 4 months ago
Learnable Evolution Model: Evolutionary Processes Guided by Machine Learning
A new class of evolutionary computation processes is presented, called Learnable Evolution Model or LEM. In contrast to Darwinian-type evolution that relies on mutation, recombinat...
Ryszard S. Michalski
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