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EUSFLAT
2003
120views Fuzzy Logic» more  EUSFLAT 2003»
15 years 1 months ago
A Type 2 fuzzy system modelling algorithm
In this paper, a modified fuzzy system modelling algorithm that incorporates Type 2 fuzzy sets, which is based on intervalvalued membership degrees rather than singleton membershi...
Kemal Kilic, Özge Uncu, I. Burhan Türkse...
104
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NIPS
2004
15 years 1 months ago
Sparse Coding of Natural Images Using an Overcomplete Set of Limited Capacity Units
It has been suggested that the primary goal of the sensory system is to represent input in such a way as to reduce the high degree of redundancy. Given a noisy neural representati...
Eizaburo Doi, Michael S. Lewicki
IJCAI
2003
15 years 1 months ago
When Discriminative Learning of Bayesian Network Parameters Is Easy
Bayesian network models are widely used for discriminative prediction tasks such as classification. Usually their parameters are determined using 'unsupervised' methods ...
Hannes Wettig, Peter Grünwald, Teemu Roos, Pe...
INTERACT
2003
15 years 1 months ago
Command Without a Click: Dwell Time Typing by Mouse and Gaze Selections
With dwell time activation, completely hands free interaction may be achieved by tracking the user’s gaze positions. The first study presented compares typing by mouse click with...
John Paulin Hansen, Anders Sewerin Johansen, Dan W...
UAI
2003
15 years 1 months ago
Bayesian Hierarchical Mixtures of Experts
The Hierarchical Mixture of Experts (HME) is a well-known tree-structured model for regression and classification, based on soft probabilistic splits of the input space. In its o...
Christopher M. Bishop, Markus Svensén