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» On Model Selection Consistency of Lasso
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ECAI
2004
Springer
15 years 7 months ago
Piece-Wise Model Fitting Using Local Data Patterns
In this paper we propose a novel classification algorithm that fits models of different complexity on separate regions of the input space. The goal is to achieve a balance betwee...
Ricardo Vilalta, Murali-Krishna Achari, Christoph ...
IJCNN
2006
IEEE
15 years 7 months ago
Neural Network Model of Context-Dependent Neuronal Activity in Inferotemporal Cortex
— Neuronal activities related to context-dependent recall have been found in the monkey inferotemporal cortex. If we set the same task for an artificial neural network, however,...
Atsuo Suemitsu, Masahiko Morita
ICPR
2006
IEEE
16 years 2 months ago
Face Recognition by Combining Kernel Associative Memory and Gabor Transforms
Kernel associative memory (KAM) has previously been proposed as an efficient scheme for face recognition. In this paper, a hybrid method of combining KAM and Gabor wavelet transfo...
Bailing Zhang, Clement Leung, Yongsheng Gao
ECSQARU
2005
Springer
15 years 7 months ago
Multiple Semi-revision in Possibilistic Logic
Semi-revision is a model of belief change that differs from revision in that a new formula is not always accepted. Later, Fuhrmann defined multiple semi-revision by replacing a n...
Guilin Qi, Weiru Liu, David A. Bell
112
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DSVIS
1994
Springer
15 years 5 months ago
A Model-Based Approach to Presentation: A Continuum from Task Analysis to Prototype
This paper presents a complete model-based approach to the building of presentation for a business oriented highly interactive application. This approach is considered complete in...
François Bodart, Anne-Marie Hennebert, Isab...