Big Data

Journal Articles

1. Gandica, Yérali; Decuyper, Adeline; Cloquet, Christophe; Thomas, Isabelle; Delvenne, Jean-Charles. Measuring the effect of node aggregation on community detection. In: EPJ Data Science, Vol. 9, no. 6 (2020). doi:10.1140/epjds/s13688-020-00223-0 (Accepté/Sous presse).

2. Gutierrez Gomez, Efrain Leonardo; Bovet, Alexandre; Delvenne, Jean-Charles. Multi-scale anomaly detection on attributed networks. In: Proceoedings of the AAAI Conference on Artificial Intelligence, Vol. 34, no.1, p. AAAI-20 Technical Tracks 1 (2020).

3. Gutierrez Gomez, Efrain Leonardo; Delvenne, Jean-Charles. Unsupervised network embeddings with node identity awareness. In: Applied Network Science, Vol. 4, no.1 (2019). doi:10.1007/s41109-019-0197-1.

4. Catanzaro, Daniele; Pesenti, Raffaele. Enumerating vertices of the balanced minimum evolution polytope. In: Computers & Operations Research, Vol. 109, p. 209-217 (2019). doi:10.1016/j.cor.2019.05.001.

5. Luciano Porretta; Catanzaro, Daniele; Bjarni V. Halldórsson; Bernard Fortz. A Branch&Price Algorithm for the Minimum Cost Clique Cover Problem in Max-Point Tolerance Graphs. In: 4OR : quarterly journal of the Belgian, French and Italian Operations Research Societies, Vol. 17, no. 1, p. 75-96 (2019). doi:10.1007/s10288-018-0377-3.

6. Adam, Arnaud; Delvenne, Jean-Charles; Thomas, Isabelle. Detecting communities with the multi-scale Louvain method: robustness test on the metropolitan area of Brussels. In: Journal of Geographical Systems, Vol. 20, no. 4, p. 363-386 (2018). doi:10.1007/s10109-018-0279-0.

7. Vandenbulcke-Plasschaert, Gregory; Int Panis, Luc; Thomas, Isabelle. On the location of reported and unreported cycling accidents: a spatial network analysis for Brussels. In: Cybergeo: European Journal of Geography. Systèmes, Modélisation, Géostatistiques, no. Document 818 (2017) (2017). doi:10.4000/cybergeo.28073.

8. Adam, Arnaud; Delvenne, Jean-Charles; Thomas, Isabelle. Cartography of interaction fields in and around Brussels: Commuting, moves and telephone calls. In: Brussels Studies, Vol. 118. doi:10.4000/brussels.1601.

9. Adam, Arnaud; Delvenne, Jean-Charles; Thomas, Isabelle. Cartographies des champs d’interaction dans et autour de Bruxelles : navettes, déménagements et appels téléphoniques. In: Brussels Studies, (2017). doi:10.4000/brussels.1592.

10. Jones, Jonathan; Cloquet, Christophe; Adam, Arnaud; Decuyper, Adeline; Thomas, Isabelle. Belgium through the lens of rail travel requests: does geography still matter?. In: ISPRS International Journal of Geo-Information, Vol. 5, p. 216 (2016). doi:10.3390/ijgi5110216.

Working Papers

1. Finance, Olivier; Adam, Arnaud; Jones, Jonathan; Thomas, Isabelle. Révéler la polarisation économique d'une ville à partir de traces GPS de camions. Le cas de Liège (xxx), 2018. 23 p.