Members

Bertrand Lebichot

Contact Information

Bertrand Lebichot
PhD Student
UCL / ICTEAM and ILSM
Place des Doyens 1 bte L2.01.01
1348 Louvain-la-Neuve
Belgium

Office: SH1C B.105 (1st floor)
Phone: +32 10 47 83 77
Email: bertrand [period] lebichot [snail] uclouvain [period] be -> mailto:bertrand [period] lebichot [snail] uclouvain [period] be
Personal home page

Biography

Bertrand Lebichot

Bertrand Lebichot is a PhD Student in the Machine Learning Group of the Université catholique de Louvain. He received a master׳s degree in biomedical engineering in 2011.



Publications

Article de périodique (Journal article)
2018
  • Lebichot, Bertrand ; Saerens, Marco. A bag-of-paths node criticality measure. In: Neurocomputing, Vol. 275, p. 224-236 (2018). doi:10.1016/j.neucom.2017.06.054. http://hdl.handle.net/2078.1/192936

  • 2016
  • Kivimäki, Ilkka ; Lebichot, Bertrand ; Saramäki, Jari ; Saerens, Marco. Two betweenness centrality measures based on Randomized Shortest Paths. In: Scientific Reports, Vol. 2016, no.6, p. 1-15 (2016). doi:10.1038. http://hdl.handle.net/2078.1/177331

  • 2013
  • Lebichot, Bertrand ; Kivimäki, Ilkka ; Franįoisse, Kevin ; Saerens, Marco. Semi-Supervised Classification through the Bag-of-Paths Group Betweenness. In: IEEE Transactions on Neural Networks and Learning Systems, Vol. 25, no.6, p. 1173 - 1186 (June 2014). doi:10.1109/TNNLS.2013.2290281. http://hdl.handle.net/2078/145159

  • Communication ā un colloque (Conference Paper)
    2017
  • Braun, Fabian ; Caelen, Olivier ; Smirnov, Evgueni N. ; Kelk, Steven ; Lebichot, Bertrand. Improving Card Fraud Detection Through Suspicious Pattern Discovery. The 30th International Conference on Industrial, Engineering, Other Applications of Applied Intelligent Systems (Arras, du 27/06/2017 au 30/06/2017). In: Advances in Artificial Intelligence: From Theory to Practice (IEA/AIE 2017), Vol. 10351, p. 181-190 (2017). doi:10.1007/978-3-319-60045-1_21. http://hdl.handle.net/2078.1/192933

  • 2016
  • Lebichot, Bertrand ; Braun, Fabian ; Caelen, Olivier ; Saerens, Marco. A graph-based, semi-supervised, credit card fraud detection system. 5th International Workshop on Complex Networks and their Applications (Milan, Italy, du 30/11/2016 au 02/12/2016). In: Complex Networks & Their Applications V, Proceedings of the 5th International Workshop on Complex Networks and their Applications (Studies in Computational Intelligence; 693), Springer International Publishing , 2016. 978-3-319-50900-6, p. 721-733. doi:10.1007/978-3-319-50901-3. http://hdl.handle.net/2078.1/187298