2683 search results - page 188 / 537 » Machine learning problems from optimization perspective |
111
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PTS
2007
15 years 4 months ago
2007
Abstract. We investigate the use of parameterized state machine models to drive integration testing, in the case where the models of components are not available beforehand. Theref...
110
Voted
IJCNN
2006
IEEE
15 years 9 months ago
2006
IEEE
—Support Vector Machines are used to combine the outputs of multiple entity extractors, thus creating a composite entity extraction system. The composite system has a significant...
125
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ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
We present a unified framework for learning link prediction and edge weight prediction functions in large networks, based on the transformation of a graph's algebraic spectru...
110
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EDM
2009
15 years 22 days ago
2009
Researchers who make tutoring systems would like to know which sequences of educational content lead to the most effective learning by their students. The majority of data collecte...
117
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ECML
2006
Springer
15 years 6 months ago
2006
Springer
Abstract. Greedy machine learning algorithms suffer from shortsightedness, potentially returning suboptimal models due to limited exploration of the search space. Greedy search mis...