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» Perceptual Learning and Abstraction in Machine Learning
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ECTEL
2006
Springer
14 years 8 days ago
Language Technology for eLearning
Abstract. Given the huge amount of static and dynamic content created for eLearning tasks, the major challenge for extending their use is to improve the effectiveness of retrieval ...
Paola Monachesi, Lothar Lemnitzer, Kiril Ivanov Si...
EAMT
1993
14 years 21 days ago
Memory-Based Lexical Acquisition and Processing
Daelemans W. Abstraction Considered Harmful: Lazy Learning of Language Processing. Proceedings of the 6th 5th Belgian-Dutch Conference on Machine Learning 1996; 3-12.
Walter Daelemans
ECML
2006
Springer
14 years 8 days ago
Bayesian Learning of Markov Network Structure
Abstract. We propose a simple and efficient approach to building undirected probabilistic classification models (Markov networks) that extend na
Aleks Jakulin, Irina Rish
MLG
2007
Springer
14 years 2 months ago
Speeding Up Graph Edit Distance Computation with a Bipartite Heuristic
d Abstract) Kaspar Riesen, Stefan Fankhauser and Horst Bunke2
Kaspar Riesen, Stefan Fankhauser, Horst Bunke
NIPS
2008
13 years 10 months ago
Analyzing human feature learning as nonparametric Bayesian inference
Almost all successful machine learning algorithms and cognitive models require powerful representations capturing the features that are relevant to a particular problem. We draw o...
Joseph Austerweil, Thomas L. Griffiths