Carlos Sarraute

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Aline Carneiro VianaINRIAVerified email at inria.fr
Martin Andres MinnoniMartin MinnoniVerified email at alum.mit.edu
eric fleuryENS de lyon / InriaVerified email at ens-lyon.fr
Leo YannickEmerton DataVerified email at emerton-data.com
María ÓskarsdóttirAssociate Professor at Reykjavík UniversityVerified email at ru.is
Jan VanthienenKU LeuvenVerified email at kuleuven.be
Bart BaesensFull professor, KU LeuvenVerified email at kuleuven.be
Cristián BravoProfessor and Canada Research Chair, Western UniversityVerified email at uwo.ca
Javier BurroniUniversity of MassachusettsVerified email at umass.edu
Márton KarsaiCentral European UniversityVerified email at ceu.edu
José Ignacio Alvarez-HamelinUniversidad de Buenos Aires -- CONICETVerified email at cnet.fi.uba.ar
Marco FioreIMDEA Networks Institute / Net AI Tech LtdVerified email at imdea.org
Eduardo Mucelli Rezende OliveiraInformatics Laboratory (LIX), École PolytechniqueVerified email at lix.polytechnique.fr
K P NaveenIndian Institute of Technology TirupatiVerified email at iittp.ac.in
Ariel WaissbeinCoinFabrik, BitTrap, UNDEFVerified email at bittrap.com
Wouter VerbekeProfessor of Decision Science, KU Leuven, Faculty of Economics and BusinessVerified email at kuleuven.be
Joerg HoffmannProfessor, Saarland Informatics Campus, Saarland University and German Research Center for AI (DFKI)Verified email at cs.uni-saarland.de
Sahar HoteitAssociate Professor at Paris SACLAY University/ CentraleSupélecVerified email at l2s.centralesupelec.fr
Alejo SallesVerified email at df.uba.ar
Anthony BussonLaboratoire de l'informatique du Parallélisme.Verified email at inria.fr

Carlos Sarraute

Sr. Data Science Manager, Wildlife Studios

No verified email - Homepage

Data Science Big Data Machine Learning Human Dynamics


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The value of big data for credit scoring: Enhancing financial inclusion using mobile phone data and social network analytics M Óskarsdóttir, C Bravo, C Sarraute, J Vanthienen, B Baesens Applied Soft Computing 74, 26-39, 2019	230	2019
POMDPs make better hackers: Accounting for uncertainty in penetration testing C Sarraute, O Buffet, J Hoffmann Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 1816-1824, 2012	134	2012
Social network analytics for churn prediction in telco: Model building, evaluation and network architecture M Óskarsdóttir, C Bravo, W Verbeke, C Sarraute, B Baesens, ... Expert Systems with Applications 85, 204-220, 2017	118	2017
Socioeconomic correlations and stratification in social-communication networks Y Leo, E Fleury, JI Alvarez-Hamelin, C Sarraute, M Karsai Journal of The Royal Society Interface 13 (125), 20160598, 2016	112	2016
Attack planning in the real world JL Obes, C Sarraute, G Richarte arXiv preprint arXiv:1306.4044, 2013	110	2013
Inferring personal economic status from social network location S Luo, F Morone, C Sarraute, M Travizano, HA Makse Nature Communications 8 (1), 15227, 2017	86	2017
Penetration testing== POMDP solving? C Sarraute, O Buffet, J Hoffmann arXiv preprint arXiv:1306.4714, 2013	76	2013
Complete trajectory reconstruction from sparse mobile phone data G Chen, AC Viana, M Fiore, C Sarraute EPJ Data Science 8 (1), 1-24, 2019	75	2019
An algorithm to find optimal attack paths in nondeterministic scenarios C Sarraute, G Richarte, J Lucángeli Obes Proceedings of the 4th ACM workshop on Security and artificial intelligence …, 2011	72	2011
On the regularity of human mobility EMR Oliveira, AC Viana, C Sarraute, J Brea, I Alvarez-Hamelin Pervasive and Mobile Computing 33, 73-90, 2016	71	2016
A study of age and gender seen through mobile phone usage patterns in mexico C Sarraute, P Blanc, J Burroni 2014 IEEE/ACM international conference on advances in social networks …, 2014	70	2014
Segregated interactions in urban and online space X Dong, AJ Morales, E Jahani, E Moro, B Lepri, B Bozkaya, C Sarraute, ... EPJ Data Science 9 (1), 20, 2020	64	2020
Decentralized Data Marketplace M Travizano, M Minnoni, D Fernandez, A Futoransky, GE Ajzenman, ... US Patent App. 16/539,863, 2020	45	2020
Mobile data traffic modeling: Revealing temporal facets EMR Oliveira, AC Viana, KP Naveen, C Sarraute Computer Networks 112, 176-193, 2017	43	2017
A comparative study of social network classifiers for predicting churn in the telecommunication industry M Óskarsdóttir, C Bravo, W Verbeke, C Sarraute, B Baesens, ... 2016 IEEE/ACM International Conference on Advances in Social Networks …, 2016	42	2016
Enriching sparse mobility information in call detail records G Chen, S Hoteit, AC Viana, M Fiore, C Sarraute Computer Communications 122, 44-58, 2018	40	2018
MobHet: Predicting human mobility using heterogeneous data sources LM Silveira, JM de Almeida, HT Marques-Neto, C Sarraute, A Ziviani Computer Communications 95, 54-68, 2016	40	2016
Harnessing mobile phone social network topology to infer users demographic attributes J Brea, J Burroni, M Minnoni, C Sarraute Proceedings of the 8th Workshop on Social Network Mining and Analysis, 1-9, 2014	38	2014
Simulating cyber-attacks for fun and profit A Futoransky, F Miranda, J Orlicki, C Sarraute arXiv preprint arXiv:1006.1919, 2010	36	2010
Call detail records to characterize usages and mobility events of phone users Y Leo, A Busson, C Sarraute, E Fleury Computer communications 95, 43-53, 2016	35	2016

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