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Gilles Caporossi

Professor,  Department of Decision Sciences


Gilles Caporossi

Contact information

HEC Montréal
3000, chemin de la Côte-Sainte-Catherine
Montréal (Québec)
Canada H3T 2A7

Email: gilles.caporossi@hec.ca
Phone: 514 340-6471
Secretary: 514 340-6472
Fax: 514 340-5634
Office: 4.317

Personal page

Other title(s)

Education

  • M. Sc., HEC Montréal
  • Ph. D. (mathématiques de l'ingénieur), Polytechnique-Montréal

Expertise

  • Artificial intelligence
  • Data mining
  • Neural networks
  • Algorithmics
  • Combinatorial optimization

This publication selection covers the last five years.


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Journal articles (13)


INABA, Fernando Kentaro, TEATINI SALLES, Evandro Ottoni, PERRON, Sylvain, CAPOROSSI, Gilles; « DGR-ELM–Distributed Generalized Regularized ELM for classification », Neurocomputing, vol. 275, 2018, p. 1522-1530.

CAMBY, Eglantine, CAPOROSSI, Gilles, PAIVA, Marcia H. M., SEGATTO, Marcelo E.V.; « Expected distance based on random walks », Journal of Mathematical Chemistry, vol. 56, no 2, 2018, p. 618-629.

CAPOROSSI, Gilles; « Variable Neighborhood Search for extremal vertices : The AutoGraphiX-III system », Computers & Operations Research, vol. 78, 2017, p. 431-438.

HANSEN, Pierre, HERTZ, Alain, SELLAL, Cherif, VUKICEVIC, Damir, AOUCHICHE, Mustapha, CAPOROSSI, Gilles; « Edge Realizability of Connected Simple Graphs », MATCH Communications in Mathematical and in Computer Chemistry, vol. 78, no 3, 2017, p. 689-712.

ALTINAKAR, Sivan, CAPOROSSI, Gilles, HERTZ, Alain; « A comparison of integer and constraint programming models for the deficiency problem », Computers & Operations Research, vol. 68, 2016, p. 89-96.

MAJSTOROVIC, Snjezana, CAPOROSSI, Gilles; « Bounds and Relations Involving Adjusted Centrality of the Vertices of a Tree », Graphs and Combinatorics, vol. 31, no 6, Novembre 2015, p. 2319-2334.

ALAMARGOT, Denis, FLOURET, Lisa, LAROCQUE, Denis, CAPOROSSI, Gilles, PONTART, Virginie, PADURARU, Carmen, MORISSET, Pauline, FAYOL, Michel; « Successful written subject-verb agreement: an online analysis of the procedure used by students in Grades 3, 5 and 12 », Reading and Writing, vol. 28, no 3, Mars 2015, p. 291-312.

COUSINEAU, Martin, PERRON, Sylvain, CAPOROSSI, Gilles, PAIVA, Marcia H. M., SEGATTO, Marcelo E.V.; « RWA problem with geodesics in realistic OTN topologies », Optical Switching and Networking, vol. 15, 2015, p. 18-28.

CARBONNEAU, Réal, CAPOROSSI, Gilles, HANSEN, Pierre; « Globally Optimal Clusterwise Regression By Column Generation Enhanced with Heuristics, Sequencing and Ending Subset Optimization », Journal of Classification, vol. 31, no 2, Juillet 2014, p. 219-241.

VUKICEVIC, Damir, CAPOROSSI, Gilles; « Network descriptors based on betweenness centrality and transmission and their extremal values », Discrete Applied Mathematics, vol. 161, no 16-17, Novembre 2013, p. 2678-2686.

AOUCHICHE, Mustapha, CAPOROSSI, Gilles, HANSEN, Pierre; « Refutations, Results and Conjectures about the Balaban Index », International Journal of Chemical Modeling, Vol. 5, nos 2-3, 2013, p. 189-202.

AOUCHICHE, Mustapha, CAPOROSSI, Gilles, HANSEN, Pierre; « Open Problems on Graph Eigenvalues Studied with AutoGraphiX », EURO Journal on Computational Optimization, Vol. 1, nos 1-2, Mai 2013, p. 181-199.

CARBONNEAU, Réal, CAPOROSSI, Gilles, HANSEN, Pierre; « Extensions to the repetitive branch and bound algorithm for globally optimal clusterwise regression », Computers & Operations Research, vol. 39, no 11, Novembre 2012, p. 2748-2762.

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Books (1)


LEBLAY, Christophe, CAPOROSSI, Gilles et al.; Temps de l'écriture - enregistrements et représentations, Academia-L'Harmattan, 2014.

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Book chapters (5)


CAPOROSSI, Gilles, HANSEN, Pierre, MLADENOVIC, Nenad; « Variable Neighborhood Search », Metaheuristics, Springer, 2016, p. 77-98.

CAPOROSSI, Gilles, ALAMARGOT, Denis; « L'écriture manuscrite: analyse comparative et méthodes d'études de leur dynamique. L'exemple du logiciel eye and pen », Temps de l'écriture - enregistrements et représentations, Academia-L'Harmattan, 2014, p. 125-147.

CAPOROSSI, Gilles, LEBLAY, Christophe; « Outils de visualisation de données enregistrées », Temps de l'écriture - enregistrements et représentations, Academia-L'Harmattan, 2014, p. 147-166.

CAPOROSSI, Gilles, HANSEN, Pierre; « La recherche à voisinages variables », Métaheuristiques, Eyrolles, 2014, p. 77-98.

ALOISE, Daniel, CAPOROSSI, Gilles, HANSEN, Pierre, LIBERTI, Léo, PERRON, Sylvain, RUIZ, Manuel; « Modularity Maximization in Networks by Variable Neighborhood Search », Graph Partitioning and Graph Clustering: 10th Dimacs Implementation Challenge Workshop, American Mathematical Society, 2013, p. 113-127.



This selection of supervision activities covers the last five years.

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Supervised project supervision – MSc in Management (6)

Création d'un prototype d'analyse de sentiments des notes CRM inscrites par les directeurs de comptes de la BDC , by Anne Choti Drapeau Sherpa
March 2018

Gestion des procédés de recherche et technologie au niveau entreprise , by Olivier Desjardins
March 2018

Optimisation des séquences de chargement ETL , by Yingyue Teng
March 2018

Comparing Community Detection Approaches Default Correlation and Pricing a Kth-To-default Basket CDS , by Pourya Anasori
March 2018

In codirection with : DELAGE, Erick, PERRON, Sylvain
Approximation de la frontière de Pareto avec un VNS pour un problème de localisation , by Antoine Baudouin
March 2017

In codirection with : PLANTE, Jean-François
Guide d'introduction au Text Mining à l'aide de SAS Text Miner , by Alexandre Jourdain
September 2012


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