126
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JCP
2006
15 years 5 months ago
2006
Compared with conventional two-class learning schemes, one-class classification simply uses a single class in the classifier training phase. Applying one-class classification to le...
142
Voted
ROBOCUP
2001
Springer
15 years 10 months ago
2001
Springer
This paper presents an evolutionary approach to learning a fuzzy logic controller(FLC) employed for reactive behaviour control of Sony legged robots. The learning scheme is divided...
147
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IDEAL
2005
Springer
15 years 11 months ago
2005
Springer
Novelty detection involves identifying novel patterns. They are not usually available during training. Even if they are, the data quantity imbalance leads to a low classification ...
134
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ICTAI
2009
IEEE
16 years 4 days ago
2009
IEEE
In this paper a new learning scheme for SAT is proposed. The originality of our approach arises from its ability to achieve clause learning even if no conflict occurs. This clear...