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PR
2002
85views more  PR 2002»
15 years 4 months ago
An incremental prototype set building technique
This paper deals with the task of "nding a set of prototypes from the training set. A reduced set is obtained which is used instead of the training set when nearest neighbour...
V. Susheela Devi, M. Narasimha Murty
PR
2007
84views more  PR 2007»
15 years 3 months ago
Attention-based similarity
A similarity measure is described that does not require the prior specification of features or the need for training sets of representative data. Instead large numbers of feature...
Fred Stentiford
ICML
2010
IEEE
15 years 2 months ago
Heterogeneous Continuous Dynamic Bayesian Networks with Flexible Structure and Inter-Time Segment Information Sharing
Classical dynamic Bayesian networks (DBNs) are based on the homogeneous Markov assumption and cannot deal with heterogeneity and non-stationarity in temporal processes. Various ap...
Frank Dondelinger, Sophie Lebre, Dirk Husmeier
ICRA
2010
IEEE
138views Robotics» more  ICRA 2010»
15 years 2 months ago
Maximum likelihood mapping with spectral image registration
Abstract— A core challenge in probabilistic mapping is to extract meaningful uncertainty information from data registration methods. While this has been investigated in ICP-based...
Max Pfingsthorn, Andreas Birk 0002, Sören Sch...
COLING
2010
14 years 11 months ago
Standardizing Wordnets in the ISO Standard LMF: Wordnet-LMF for GermaNet
It has been recognized for quite some time that sustainable data formats play an important role in the development and curation of linguistic resources. The purpose of this paper ...
Verena Henrich, Erhard W. Hinrichs