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77
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IJCAI
2003
15 years 2 months ago
Artificial Neural Network for Sequence Learning
This poster shows an artificial neural network capable of learning a temporal sequence. Directly inspired from a hippocampus model [Banquet et al, 1998], this architecture allows ...
Sorin Moga, Philippe Gaussier
102
Voted
IJCAI
2003
15 years 2 months ago
Layered Mereotopology
In fields such as medicine, geography, and mechanics, spatial reasoning involves reasoning about entities—for example cavities and invading particles—that may coincide without...
Maureen Donnelly
99
Voted
IJCAI
2003
15 years 2 months ago
Monte Carlo Theory as an Explanation of Bagging and Boosting
In this paper we propose the framework of Monte Carlo algorithms as a useful one to analyze ensemble learning. In particular, this framework allows one to guess when bagging will ...
Roberto Esposito, Lorenza Saitta
97
Voted
IJCAI
2003
15 years 2 months ago
Describing Additive Fluents in Action Language C+
An additive fluent is a fluent with numerical values such that the effect of several concurrently executed actions on it can be computed by adding the effects of the individual ac...
Joohyung Lee, Vladimir Lifschitz
60
Voted
IJCAI
2003
15 years 2 months ago
A Statistical Model for Flexible String Similarity
This paper proposes a statistical model for defining string similarity. The proposed model is based on hidden Markov model and defines string similarity as the combination of simi...
Atsuhiro Takasu