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Leeuwen, Matthijs
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Relational data factorization
Paramonov S., Leeuwen M., Raedt L. Machine Learning 106(12): 1867-1904, 2017. Type: Article
General methods take advantage of developing frameworks for data mining and machine learning that can be specialized for efficiency according to the problem domain. This paper discusses a declarative modeling method as a form of relati...
...
Feb 7 2019
Identifying the components
Leeuwen M., Vreeken J., Siebes A. Data Mining and Knowledge Discovery 19(2): 176-193, 2009. Type: Article
Leeuwen, Vreeken, and Siebes describe the problem of identifying the components of transactional data. The novelty of this work is that it focuses on data that comes from mixed samples with different distributions, as compared to tradi...
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Mar 22 2010
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