Members

Alexandra Degeest

Contact Information

Alexandra Degeest
PhD Student
UCL / ICTEAM
Avenue Georges Lemaître 4-6 bte L4.05.01
1348 Louvain-la-Neuve
Belgium

Office: -
Phone: -
Email: alexandra [period] degeest [snail] uclouvain [period] be
Personal home page

Biography

Alexandra Degeest

Alexandra is a PhD Student in the Machine Learning Group of the Université catholique de Louvain. She received a master's degree in computer engineering in 2005.



Publications

Communication à un colloque (Conference Paper)
2019
  • Degeest, Alexandra ; Verleysen, Michel ; Frénay, Benoît. About Filter Criteria for Feature Selection in Regression. IWANN 2019 (Gran Canaria, du 12/06/2019 au 14/06/2019). In: Advances in Computational Intelligence. IWANN 2019. Lecture Notes in Computer Science, Vol. 11507, no.48, p. 579-590 (2019). http://hdl.handle.net/2078.1/220912

  • Degeest, Alexandra ; Verleysen, Michel ; Frénay, Benoît. Comparison Between Filter Criteria for Feature Selection in Regression. ICANN 2019 (Munich, du 17/09/2019 au 19/09/2019). In: Artificial Neural Networks and Machine Learning - ICANN 2019 28th International Conference on Artificial Neural Networks, (2019). http://hdl.handle.net/2078.1/220382

  • 2018
  • Degeest, Alexandra ; Verleysen, Michel ; Frénay, Benoît. Smoothness Bias in Relevance Estimators for Feature Selection in Regression. 14th International Conference on Artificial Intelligence Applications and Innovations (AIAI 2018) (Rhodes (Greece), du 25/05/2018 au 27/05/2018). In: IFIPAICT, Vol. 519, p. 285-294 (2018). doi:10.1007/978-3-319-92007-8_25 . http://hdl.handle.net/2078.1/211049

  • 2015
  • Degeest, Alexandra ; Verleysen, Michel ; Frénay, Benoît. Feature Ranking in Changing Environments where New Features are Introduced. 2015 International Joint Conference on Neural Networks (IJCNN 2015) (Killarney (Ireland), du 12/07/2015 au 17/07/2015). In: Proceedings of IJCNN 2015, IEEE, 2015. 978-1-4799-1959-8/15, 1-8. doi:10.1109/IJCNN.2015.7280533. doi:10.1109/IJCNN.2015.7280533. http://hdl.handle.net/2078.1/171351

  • 2014
  • Degeest, Alexandra ; Frénay, Benoît ; Verleysen, Michel. Automatic Correction of SVM for Drifted Data Classification. 14 ème conférence Extraction et Gestion des Connaissances (EGC 2014) (Rennes (France), du 28/01/2014 au 31/01/2014). In: Proceedings de la 14 ème conférence Extraction et Gestion des Connaissances (EGC 2014), 2014. http://hdl.handle.net/2078.1/138448