4660 search results - page 478 / 932 » Learning from imperfect data |
148
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AIED
2007
Springer
16 years 1 months ago
2007
Springer
Explicit instruction in a problem-solving strategy accelerated learning not only in the domain where it was taught but also in a second domain where it was not taught. We present d...
199
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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...
162
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AUSAI
2004
Springer
16 years 8 days ago
2004
Springer
How to assess the performance of machine learning algorithms is a problem of increasing interest and urgency as the data mining application of myriad algorithms grows. The standard...
182
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ECML
2003
Springer
16 years 2 days ago
2003
Springer
A central issue in logical concept induction is the prospect of inconsistency. This problem may arise due to noise in the training data, or because the target concept does not fit...
165
Voted
NIPS
2007
15 years 8 months ago
2007
This paper investigates the application of randomized algorithms for large scale SVM learning. The key contribution of the paper is to show that, by using ideas random projections...