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130
Voted
DATAMINE
2006
15 years 3 months ago
2006
Clustering with partial supervision finds its application in situations where data is neither entirely nor accurately labeled. This paper discusses a semisupervised clustering algo...
139
Voted
ECML
2001
Springer
15 years 8 months ago
2001
Springer
In many applications, modelling techniques are necessary which take into account the inherent variability of given data. In this paper, we present an approach to model class speciļ...
165
Voted
AIPRF
2008
15 years 5 months ago
2008
Unsolicited commercial or bulk emails or emails containing viruses pose a great threat to the utility of email communications. A recent solution for filtering is reputation systems...
149
Voted
ECML
2003
Springer
15 years 9 months ago
2003
Springer
Due to the unavoidable fact that a robotās sensors will be limited in some manner, it is entirely possible that it can ļ¬nd itself unable to distinguish between diļ¬ering state...
132
Voted
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
The general stochastic optimal control (SOC) problem in robotics scenarios is often too complex to be solved exactly and in near real time. A classical approximate solution is to ...