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dr. C.F. Pinho Rebelo de Sá (Claudio)

Onderzoeker

Expertises

Labels
Ranking
Association Rules
Decision Tree
Decision Trees
Entropy
Discretization
Attribute
Ranking
Tree Algorithms
Entropy
Interval
Discretization
Entropy
Mining
Discretization Method
Association Rule Mining

Publicaties

Recent
de Sá, C. R., Azevedo, P., Soares, C., Jorge, A. M., & Knobbe, A. (2018). Preference rules for label ranking: Mining patterns in multi-target relations. Information Fusion, 40, 112-125. DOI: 10.1016/j.inffus.2017.07.001
de Sá, C. R., Duivesteijn, W., Azevedo, P., Jorge, A. M., Soares, C., & Knobbe, A. (2018). Discovering a taste for the unusual: exceptional models for preference mining. Machine Learning. DOI: 10.1007/s10994-018-5743-z
de Sá, C. R., Soares, C., Knobbe, A., & Cortez, P. (2017). Label Ranking Forests. Expert systems, 34(1), [e12166]. DOI: 10.1111/exsy.12166
de Sá, C. R., Duivesteijn, W., Soares, C., & Knobbe, A. (2016). Exceptional preferences mining. In T. Calders, M. Ceci, & D. Malerba (Eds.), Discovery Science: 19th International Conference, DS 2016, Bari, Italy, October 19–21, 2016, Proceedings (pp. 3-18). (Lecture Notes in Computer Science; Vol. 9956), (Lecture Notes in Artificial Intelligence). Springer. DOI: 10.1007/978-3-319-46307-0_1
De Sá, C. R., Soares, C., & Knobbe, A. (2016). Entropy-based discretization methods for ranking data. Information sciences, 329, 921-936. DOI: 10.1016/j.ins.2015.04.022
de Sá, C. R., Rebelo, C., Soares, C., & Knobbe, A. (2015). Distance-based decision tree algorithms for label ranking. In Progress in Artificial Intelligence: 17th Portuguese Conference on Artificial Intelligence, EPIA 2015, Proceedings (pp. 525-534). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9273). Springer Verlag. DOI: 10.1007/978-3-319-23485-4_52
De Sá, C. R., Soares, C., Knobbe, A., Azevedo, P., & Jorge, A. M. (2013). Multi-interval discretization of continuous attributes for label ranking. In J. Fürnkranz, E. Hüllermeier, & T. Higuchi (Eds.), Discovery Science: 16th International Conference, DS 2013, Singapore, October 6-9, 2013. Proceedings (pp. 155-169). (Lecture Notes in Computer Science; Vol. 8140), (Lecture Notes in Artificial Intelligence). Berlin, Heidelberg: Springer. DOI: 10.1007/978-3-642-40897-7_11

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Bezoekadres

Universiteit Twente
Faculteit Elektrotechniek, Wiskunde en Informatica
Zilverling (gebouwnr. 11)
Hallenweg 19
7522NH  Enschede

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Postadres

Universiteit Twente
Faculteit Elektrotechniek, Wiskunde en Informatica
Zilverling
Postbus 217
7500 AE Enschede