Home

 



RESEARCH INTERESTS
  • Data mining
  • Machine learning

COURSES

PUBLICATIONS
Journal papers

 1

Loïc Cerf, Jérémy Besson, Kim-Ngan T Nguyen, Jean-François. Boulicaut. Closed and noise-tolerant patterns in n-ary relations. Data Mining and Knowledge Discovery journal. 26(3):574-619, 2013

 

 2

Kim-Ngan T. Nguyen, Loïc Cerf, Marc Plantevit, and Jean-François Boulicaut. Discovering Descriptive Rules in Relational Dynamic Graphs. Intelligent Data Analysis journal, Special Issue on Dynamic Network Analysis. 17(1):49-69, 2013.


Conference papers


 1

Kim-Ngan T. Nguyen, Marc Plantevit, and Jean-Fran.cois Boulicaut. Mining disjunctive rules in dynamic
graphs. In Proceedings of the 9th IEEE RIVF International Conference on Computing and Communication
Technologies, Research, Innovation, and Vision for the Future, RIVF '12, pages 1{6. IEEE, 2012

 

 2

Kim-Ngan T. Nguyen, Lo.c Cerf, Marc Plantevit, and Jean-Fran.cois Boulicaut. Multidimensional association
rules in boolean tensors. In Proceedings of the 11th SIAM International Conference on Data Mining,
SDM '11, pages 570{581. SIAM / Omnipress, 2011

 

 3

Kim-Ngan T. Nguyen, Lo.c Cerf, Marc Plantevit, and Jean-Fran.cois Boulicaut. Discovering inter-dimensional
rules in dynamic graphs. In Workshop on Dynamic Networks and Knowledge Discovery co-located with
ECML PKDD 2010, DyNaK '10, pages 5{16. CEUR Workshop Proceedings, 2010

   4  Kim-Ngan T. Nguyen, Lo.c Cerf, and Jean-Fran.cois Boulicaut. S.emantiques et calculs de r.egles descriptives
dans une relation n-aire. In Actes des 26.emes journ.ees Bases de Donn.ees Avanc.ees, BDA '10, pages 1{20,
2010