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» A Generalization of the Least General Generalization
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CIARP
2007
Springer
16 years 19 days ago
Generalizing Dissimilarity Representations Using Feature Lines
A crucial issue in dissimilarity-based classification is the choice of the representation set. In the small sample case, classifiers capable of a good generalization and the inje...
Mauricio Orozco-Alzate, Robert P. W. Duin, C&eacut...
GECCO
2007
Springer
168views Optimization» more  GECCO 2007»
16 years 19 days ago
Empirical analysis of generalization and learning in XCS with gradient descent
We analyze generalization and learning in XCS with gradient descent. At first, we show that the addition of gradient in XCS may slow down learning because it indirectly decreases...
Pier Luca Lanzi, Martin V. Butz, David E. Goldberg
ICRA
2006
IEEE
149views Robotics» more  ICRA 2006»
16 years 15 days ago
On Learning the Statistical Representation of a Task and Generalizing it to Various Contexts
— This paper presents an architecture for solving generically the problem of extracting the constraints of a given task in a programming by demonstration framework and the problem...
Sylvain Calinon, Florent Guenter, Aude Billard
VTC
2006
IEEE
16 years 14 days ago
Modelling the General Dependency Between Directions of Arrival and Departure for an Indoor MIMO Channel
— Precise modelling of the Direction of Arrival (DoA) and Direction of Departure (DoD) of multipath components (MPCs) in a Multiple-Input Multiple-Output (MIMO) channel based on ...
Chor Min Tan, Choong Ming Chin, Moh Lim Sim, Mark ...
ASYNC
2005
IEEE
118views Hardware» more  ASYNC 2005»
16 years 2 days ago
Modeling and Verifying Circuits Using Generalized Relative Timing
We propose a novel technique for modeling and verifying timed circuits based on the notion of generalized relative timing. Generalized relative timing constraints can express not ...
Sanjit A. Seshia, Randal E. Bryant, Kenneth S. Ste...