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IWANN
2005
Springer
14 years 2 months ago
Direct and Recursive Prediction of Time Series Using Mutual Information Selection
Abstract. This paper presents a comparison between direct and recursive prediction strategies. In order to perform the input selection, an approach based on mutual information is u...
Yongnan Ji, Jin Hao, Nima Reyhani, Amaury Lendasse
NECO
2008
83views more  NECO 2008»
13 years 8 months ago
Sequential Fixed-Point ICA Based on Mutual Information Minimization
A new gradient technique is introduced for linear ICA based on the Edgeworth expansion of mutual information, for which the algorithm operates sequentially using fixed-point itera...
Marc M. Van Hulle
TWC
2008
87views more  TWC 2008»
13 years 8 months ago
Asymptotic statistics of mutual information for doubly correlated MIMO channels
In this paper, we derive the asymptotic statistics of mutual information for multiple-input multiple-output (MIMO) Rayleigh-fading channels in the presence of spatial fading correl...
Hyundong Shin, Moe Z. Win, Marco Chiani
IJCV
2008
288views more  IJCV 2008»
13 years 8 months ago
Mutual Information-Based 3D Object Tracking
Abstract We propose a robust methodology for 3D modelbased markerless tracking of textured objects in monocular image sequences. The technique is based on mutual information maximi...
Giorgio Panin, Alois Knoll
ICTAI
2009
IEEE
13 years 6 months ago
Real-Valued Feature Selection by Mutual Information of Order 2
The selection of features for classification, clustering and approximation is an important task in pattern recognition, data mining and soft computing. For real-valued features, th...
Rüdiger W. Brause