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Mining the semantic web
Rettinger A., Lösch U., Tresp V., D’Amato C., Fanizzi N. Data Mining and Knowledge Discovery 24(3): 613-662, 2020. Type: Article
The semantic version of the World Wide Web (WWW), the semantic web, allows for formal reasoning and querying. It has two components: formal ontologies, which provide domain-specific knowledge, and annotations of web resources, which can be read ...
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Nov 25 2022
Multi-output regularized feature projection
Yu S., Yu K., Tresp V., Kriegel H. IEEE Transactions on Knowledge and Data Engineering 18(12): 1600-1613, 2006. Type: Article
In pattern recognition, the idea of feature projection underlies important feature extraction techniques, such as principal component analysis (PCA) and linear discriminant analysis (LDA). Classical feature projection reduces the numbe...
...
Feb 14 2007
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