7150 search results - page 1036 / 1430 » Graph-Based Data Mining |
161
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KDD
2010
ACM
15 years 8 months ago
2010
ACM
In multi-label learning, each training example is associated with a set of labels and the task is to predict the proper label set for the unseen example. Due to the tremendous (ex...
148
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ICFCA
2007
Springer
15 years 8 months ago
2007
Springer
Different rule semantics have been successively defined in many contexts such as implications in artificial intelligence, functional dependencies in databases or association rules...
117
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ADMA
2006
Springer
15 years 8 months ago
2006
Springer
Abstract. Most of the work in Machine Learning assume that examples are generated at random according to some stationary probability distribution. In this work we study the problem...
123
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AUSDM
2006
Springer
15 years 8 months ago
2006
Springer
When different subsamples of the same data set are used to induce classification trees, the structure of the built classifiers is very different. The stability of the structure of ...
143
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GECCO
2006
Springer
15 years 8 months ago
2006
Springer
A boosting algorithm based on cellular genetic programming to build an ensemble of predictors is proposed. The method evolves a population of trees for a fixed number of rounds an...