2033 search results - page 213 / 407 » Semi-Supervised Support Vector Machines |
120
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ECML
2005
Springer
15 years 10 months ago
2005
Springer
Incorporation of prior knowledge into the learning process can significantly improve low-sample classification accuracy. We show how to introduce prior knowledge into linear supp...
125
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ICADL
2005
Springer
15 years 9 months ago
2005
Springer
This paper proposes a method for creating a high quality collection of researchers’ homepages. The proposed method consists of three phases: rough filtering of the possible web p...
124
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COLT
2005
Springer
15 years 9 months ago
2005
Springer
A general model is proposed for studying ranking problems. We investigate learning methods based on empirical minimization of the natural estimates of the ranking risk. The empiric...
157
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MLMI
2004
Springer
15 years 9 months ago
2004
Springer
This paper presents a new system for recognition, tracking and pose estimation of people in video sequences. It is based on the wavelet transform from the upper body part and uses ...
130
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AIME
2009
Springer
15 years 8 months ago
2009
Springer
In this paper, we investigate the role of a biomedical dataset on the classification accuracy of an algorithm. We quantify the complexity of a biomedical dataset using five complex...