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» Reconstructing Subsets of Reals
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ECML
2007
Springer
15 years 4 months ago
Nondeterministic Discretization of Weights Improves Accuracy of Neural Networks
Abstract. The paper investigates modification of backpropagation algorithm, consisting of discretization of neural network weights after each training cycle. This modification, a...
Marcin Wojnarski
ICDM
2006
IEEE
138views Data Mining» more  ICDM 2006»
15 years 3 months ago
Adaptive Blocking: Learning to Scale Up Record Linkage
Many information integration tasks require computing similarity between pairs of objects. Pairwise similarity computations are particularly important in record linkage systems, as...
Mikhail Bilenko, Beena Kamath, Raymond J. Mooney
PEWASUN
2006
ACM
15 years 3 months ago
Revisiting neighbor discovery with interferences consideration
In wireless multi-hop networks, hello protocols for neighbor discovery are a basic service offered by the networking stack. However, their study usually rely on rather simplistic...
Elyes Ben Hamida, Guillaume Chelius, Eric Fleury
ICDM
2005
IEEE
149views Data Mining» more  ICDM 2005»
15 years 3 months ago
A Join-Less Approach for Co-Location Pattern Mining: A Summary of Results
Spatial co-location patterns represent the subsets of features whose instances are frequently located together in geographic space. Co-location pattern discovery presents challeng...
Jin Soung Yoo, Shashi Shekhar, Mete Celik
ICRA
2005
IEEE
169views Robotics» more  ICRA 2005»
15 years 3 months ago
Indoor Navigation of a Wheeled Mobile Robot along Visual Routes
— When navigating in an unknown environment for the first time, a natural behavior consists in memorizing some key views along the performed path, in order to use these referenc...
Guillaume Le Blanc, Youcef Mezouar, Philippe Marti...