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» Information Geometry of Neural Networks
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113
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ICANN
2005
Springer
15 years 9 months ago
Mutual Information and k-Nearest Neighbors Approximator for Time Series Prediction
This paper presents a method that combines Mutual Information and k-Nearest Neighbors approximator for time series prediction. Mutual Information is used for input selection. K-Nea...
Antti Sorjamaa, Jin Hao, Amaury Lendasse
114
Voted
ICPR
2002
IEEE
16 years 4 months ago
Improving Face Verification Using Skin Color Information
The performance of face verification systems has steadily improved over the last few years, mainly focusing on models rather than on feature processing. State-of-the-art methods o...
Sébastien Marcel, Samy Bengio
138
Voted
NPL
2000
138views more  NPL 2000»
15 years 3 months ago
Neural Net Based Hybrid Modeling of the Methanol Synthesis Process
A Hybrid modeling approach, combining an analytical model with a radial basis function neural network is introduced in this paper. The modeling procedure is combined with genetic a...
Primoz Potocnik, Igor Grabec, Marko Setinc, Janez ...
165
Voted
COMPGEOM
2004
ACM
15 years 9 months ago
Low-dimensional embedding with extra information
A frequently arising problem in computational geometry is when a physical structure, such as an ad-hoc wireless sensor network or a protein backbone, can measure local information...
Mihai Badoiu, Erik D. Demaine, Mohammad Taghi Haji...
146
Voted
ADHOCNOW
2007
Springer
15 years 10 months ago
Information Brokerage Via Location-Free Double Rulings
The in-network aggregation and processing of information is what sets a sensor network apart from a pure data acquisition device. One way to model the exchange of information betwe...
Stefan Funke, Imran Rauf