4544 search results - page 461 / 909 » Reinforcement Learning with Time |
169
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ECML
2007
Springer
16 years 1 months ago
2007
Springer
We introduce a modified Kalman filter that performs robust, real-time outlier detection, without the need for manual parameter tuning by the user. Systems that rely on high quali...
205
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MCS
2007
Springer
16 years 1 months ago
2007
Springer
Abstract. We describe an ensemble of classifiers based algorithm for incremental learning in nonstationary environments. In this formulation, we assume that the learner is presente...
133
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ICDM
2006
IEEE
16 years 1 months ago
2006
IEEE
Under-sampling is a class-imbalance learning method which uses only a subset of major class examples and thus is very efficient. The main deficiency is that many major class exa...
205
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ICTAI
2006
IEEE
16 years 1 months ago
2006
IEEE
We present an ensemble learning approach that achieves accurate predictions from arbitrarily partitioned data. The partitions come from the distributed processing requirements of ...
193
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SIGCSE
2006
ACM
16 years 1 months ago
2006
ACM
By expanding the teaching styles used in computer science classrooms, we can expand the audience of students that enjoy and excel in technology. Rather than focusing on major curr...