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99
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IEICET
2007
114views more  IEICET 2007»
15 years 22 days ago
Analytic Optimization of Adaptive Ridge Parameters Based on Regularized Subspace Information Criterion
In order to obtain better learning results in supervised learning, it is important to choose model parameters appropriately. Model selection is usually carried out by preparing a ...
Shun Gokita, Masashi Sugiyama, Keisuke Sakurai
89
Voted
JRTIP
2006
114views more  JRTIP 2006»
15 years 23 days ago
Sensor band selection for multispectral imaging via average normalized information
The information-rich scene descriptors created by multispectral sensors can act as a bottleneck in further analysis. Many of the spectral band selection methods treat the two under...
Hongzhi Wang, Elli Angelopoulou
79
Voted
DAGSTUHL
2006
15 years 2 months ago
Multisource Algorithmic Information Theory
Multisource information theory in Shannon setting is well known. In this article we try to develop its algorithmic information theory counterpart and use it as the general framewo...
Alexander Shen
70
Voted
IJCV
2006
115views more  IJCV 2006»
15 years 24 days ago
The Absolute Line Quadric and Camera Autocalibration
We introduce a geometrical object providing the same information
Antonio Valdés, José Ignacio Ronda, ...
85
Voted
CAISE
2006
Springer
15 years 4 months ago
Boosting the Availability of Information Systems by Data Replication
High availability of information in medium and large-sized enterprises may naturally benefit from a wide-area replication of data. We discuss recent developments of replication arc...
José Enrique Armendáriz-Iñigo...