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129
Voted
ESANN
2003
15 years 5 months ago
2003
A novel feature selection methodology is proposed with the concept of mutual information. The proposed methodology effectively circumvents two major problems in feature selection ...
124
Voted
IJCAI
2003
15 years 5 months ago
2003
Compilability is a fundamental property of knowledge representation formalisms which captures how succinctly information can be expressed. Although many results concerning compila...
148
Voted
ICIP
2007
IEEE
16 years 5 months ago
2007
IEEE
In this paper a method for the extraction of shading and reflectance intrinsic images from a single uncalibrated image is presented. It is based on the classification of the image...
125
Voted
ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
We address classification problems for which the training instances are governed by a distribution that is allowed to differ arbitrarily from the test distribution--problems also ...
129
Voted
ICANN
2007
Springer
15 years 9 months ago
2007
Springer
Topology preserving mappings are great tools for data visualization and inspection in large datasets. This research presents a combination of several topology preserving mapping mo...