Grandata Scientific Publications. August 2017 Update

Publications and presentations of research conducted by Grandata in collaboration with our scientific partners.

Paper 43 (ESWA) Social network analytics for churn prediction in telco: Model building, evaluation and network architecture. María Óskarsdóttir, Cristian Bravo, Wouter Verbeke, Carlos Sarraute, Bart Baesens, Jan Vanthienen. Elsevier Journal Expert Systems with Applications. November 1, 2017 (Online May 16, 2017)

Paper 42 (Nature Communications) Inferring personal economic status from social network location. Shaojun Luo, Flaviano Morone, Carlos Sarraute, Matías Travizano, Hernán A Makse.

Paper 41 (NetMob 2017) “Uncovering the Spread of Chagas Disease in Argentina and Mexico”. Juan de Monasterio, Alejo Salles, Carolina Lang, Diego Weinberg, Martin Minnoni, Matias Travizano, Carlos Sarraute. NetMob 2017 (Fifth Conference on the Scientific Analysis of Mobile Phone Datasets), Milan, Italy. April 5, 2017

Paper 40(NetMob 2017) “A New Point Process Model for the Spatial Distribution of Cell Towers”. Ezequiel Fattori, Pablo Groisman, Martin Minnoni, Carlos Sarraute. NetMob 2017 (Fifth Conference on the Scientific Analysis of Mobile Phone Datasets), Milan, Italy. April 5, 2017

Paper 39 (NetMob 2017). “Higher-order correlations of consumption patterns in social-economic networks”. Yannick Leo, Marton Karsai, Carlos Sarraute, Eric Fleury. NetMob 2017 (Fifth Conference on the Scientific Analysis of Mobile Phone Datasets), Milan, Italy. April 5, 2017

Paper 38 (NetMob 2017) “Impact of university admission on student’s egocentric network”. Sami Jouaber, Yannick Leo, Carlos Sarraute, Eric Fleury, Marton Karsai. NetMob 2017 (Fifth Conference on the Scientific Analysis of Mobile Phone Datasets), Milan, Italy. April 5, 2017

Paper 37 (NetMob 2017) “Churn Prediction in the Telecommunication Industry using Social Network Analytics”. Maria Oskarsdottir, Cristian Bravo, Wouter Verbeke, Carlos Sarraute, Bart Baesens, Jan Vanthienen. NetMob 2017 (Fifth Conference on the Scientific Analysis of Mobile Phone Datasets), Milan, Italy. April 5, 2017

Paper 36 (PerCom) Towards an adaptive completion of sparse Call Detail Records for mobility analysis. Guangshuo Chen, Aline Carneiro Viana, Carlos Sarraute. Pervasive Computing and Communications Workshops (PerCom Workshops), 2017 IEEE International Conference. March 13, 2017

Paper 35 (INRIA) Spatio-Temporal Predictability of Cellular Data Traffic”. Guangshuo Chen, Sahar Hoteit, Aline Viana, Marco Fiore, Carlos Sarraute. INRIA Research Report. January 31, 2017

Paper 34 (Computer Networks) Mobile data traffic modeling: Revealing temporal facets”. Eduardo Mucelli Rezende Oliveira, Aline Carneiro Viana, Kolar Purushothama Naveen, Carlos Sarraute. Elsevier Journal Computer Networks, Volume: 112, Pages 176–193. January 15, 2017

Paper 33 (Royal Society Interface) “Socioeconomic correlations and stratification in social-communication networks”. Yannick Leo, Eric Fleury, J Ignacio Alvarez-Hamelin, Carlos Sarraute, Márton Karsai. Journal of The Royal Society Interface. December 14, 2016

Paper 32 (Ad Hoc Networks) Performance evaluation of DTN protocols to deliver sms in dense mobile network: Empirical proofs. Yannick Leo, Anthony Busson, Carlos Sarraute, Eric Fleury. Elsevier Journal Ad Hoc Networks. December 1, 2016

Paper 31 (INRIA) Relevance of Context for the Temporal Completion of Call Detail Record. Guangshuo Chen, Sahar Hoteit, Aline Viana, Marco Fiore, Carlos Sarraute. INRIA Research Report. November 7, 2016.

Paper 30(AGRANDA 2016) “Inference of Socioeconomic Status in a Communication Graph”. Martin Fixman, Ariel Berenstein, Jorge Brea, Martin Minnoni, Carlos Sarraute. Argentine Symposium on Big Data (AGRANDA). September 5, 2016

Paper 29 (AGRANDA 2016) “Uncovering the Spread of an Infectious Disease with Mobile Phone Data”. Juan de Monasterio, Alejo Salles, Carolina Lang, Diego Weinberg, Martin Minnoni, Matias Travizano, Carlos Sarraute. Argentine Symposium on Big Data (AGRANDA). September 5, 2016

Paper 28 (AGRANDA 2016) “Point Process Models for Distribution of Cell Phone Antennas”. Ezequiel Fattori, Pablo Groisman, Carlos Sarraute. Argentine Symposium on Big Data (AGRANDA). September 5, 2016

Paper 27 (ASONAM 2016) A Bayesian Approach to Income Inference in a Communication Network. Martin Fixman, Ariel Berenstein, Jorge Brea, Martin Minnoni, Matias Travizano, Carlos Sarraute. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. August 18, 2016

Paper 26 (ASONAM 2016) Analyzing the Spread of Chagas Disease with Mobile Phone Data. Juan de Monasterio, Alejo Salles, Carolina Lang, Diego Weinberg, Martin Minnoni, Matias Travizano, Carlos Sarraute. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. August 18, 2016

Paper 25 (ASONAM 2016) “Correlations of consumption patterns in social-economic networks”. Yannick Léo, Márton Karsai, Carlos Sarraute, Eric Fleury. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. August 18, 2016

Paper 24 (MSNDS 2016) “A Comparative Study of Social Network Classifiers for Predicting Churn in the Telecommunication Industry”. Maria Óskarsdóttir, Cristián Bravo, Wouter Verbeke, Carlos Sarraute, Bart Baesens, Jan Vanthienen. The 7th International Workshop on Mining and Analyzing Social Networks for Decision Support. August 18, 2016

Paper 23 (NetSci2016) “Socioeconomic Correlations and Stratification in Social Communication Networks”. Yannick Leo, Eric Fleury, J. Ignacio Alvarez-Hamelin, Carlos Sarraute, Marton Karsai. International School and conference on Networks Science. May 30, 2016

Paper 22 On the regularity of human mobility. Eduardo Mucelli Rezende Oliveira, Aline Carneiro Viana, Carlos Sarraute, Jorge Brea, Ignacio Alvarez-Hamelin. Elsevier Pervasive and Mobile Computing. May 27, 2016

Paper 21 (Algotel 2016) Call Detail Records to Characterize Usages and Mobility Events of Phone Users. Yannick Léo, Anthony Busson, Carlos Sarraute, Eric Fleury. Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications. May 24, 2016

Paper 20 Call detail records to characterize usages and mobility events of phone users. Yannick Léo, Anthony Busson, Carlos Sarraute, Eric Fleury. Elsevier Computer Communications. May 9, 2016

Paper 19 MobHet: Predicting human mobility using heterogeneous data sources. Lucas M. Silveira, , Jussara M. de Almeida, Humberto T. Marques-Neto, Carlos Sarraute, Artur Ziviani. Elsevier Computer Communications. April 23, 2016

Paper 18 (PE-WASUN) Taking Benefit from the User Density in Large Cities for Delivering SMS. Yannick Léo, Carlos Sarraute, Anthony Busson, Eric Fleury. ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, and Ubiquitous Networks (PE-WASUN), Cancun, Mexico. November 2, 2015

Paper 17 (AICom) Mobility and Sociocultural Events in Mobile Phone Data RecordsNicolas B. Ponieman, Carlos Sarraute, Martin Minnoni, Matias Travizano, Pablo Rodriguez Zivic, Alejo Salles. Journal AI Communications: volume 29, number 1, 2016. September 23, 2015

Paper 16 (Springer SNAM) “Inference of demographic attributes based on mobile phone usage patterns and social network topology”. Carlos Sarraute, Jorge Brea, Javier Burroni, Pablo Blanc. Springer journal on Social Network Analysis and Mining. July 12, 2015

Paper 15 (NetMob 2015) The City Pulse of Buenos Aires. Carlos Sarraute, Carolina Lang, Nicolas B. Ponieman, Sebastian Anapolsky. NetMob 2015 (Fourth Conference on the Scientific Analysis of Mobile Phone Datasets), MIT Media Lab, Cambridge, USA. April 8, 2015

Paper 14 (NetMob 2015) Analysis and Modeling of Mobile Data Traffic in Mexico City. Eduardo Mucelli Rezende Oliveira, Aline Carneiro Viana, K. P. Naveen, Carlos Sarraute. NetMob 2015 (Fourth Conference on the Scientific Analysis of Mobile Phone Datasets), MIT Media Lab, Cambridge, USA. April 8, 2015

Paper 13 (NetMob 2015) SMS transmission using phone users density in big cities. Floran Berthaud, Yannick Léo, Carlos Sarraute, Anthony Busson, Eric Fleury. NetMob 2015 (Fourth Conference on the Scientific Analysis of Mobile Phone Datasets), MIT Media Lab, Cambridge, USA. April 8, 2015

Paper 12 (NetMob 2015) Inference of Users Demographic Attributes based on Homophily in Communication Networks. Jorge Brea, Javier Burroni, Carlos Sarraute. NetMob 2015 (Fourth Conference on the Scientific Analysis of Mobile Phone Datasets), MIT Media Lab, Cambridge, USA. April 8, 2015

Paper 11 (NetMob 2015) Social Events in a Time-Varying Mobile Phone Graph. Carlos Sarraute, Jorge Brea, Javier Burroni, Klaus Wehmuth, Artur Ziviani, J.I. Alvarez-Hamelin. NetMob 2015 (Fourth Conference on the Scientific Analysis of Mobile Phone Datasets), MIT Media Lab, Cambridge, USA. April 8, 2015

Paper 10 (NetMob 2015) Socioeconomic correlations in communication networks. Yannick Leo, Eric Fleury, Carlos Sarraute, J. Ignacio Alvarez-Hamelin, Marton Karsai. NetMob 2015 (Fourth Conference on the Scientific Analysis of Mobile Phone Datasets), MIT Media Lab, Cambridge, USA. April 8, 2015

Paper 9 (​PerCom 2015) Measurement-driven Mobile Data Traffic Modeling in a Large Metropolitan Area. Eduardo Mucelli Rezende Oliveira, Aline Carneiro Viana, K. P. Naveen, Carlos Sarraute. Proceedings of IEEE International Conference on Pervasive Computing and Communications. Saint-Louis, Missouri, USA. March 23, 2015

Paper 8 (CLATPU) Exploración y análisis de datos de telefonía celular para estudiar comportamientos de movilidad en la Ciudad de Buenos Aires(in Spanish). Sebastian Anapolsky, Carolina Lang, Nicolás Ponieman, Carlos Sarraute. Congreso Latino-Americano de Transporte Público y Urbano). Rosario, Argentina. October 20, 2014

Paper 7 INRIA Measurement-driven Mobile Data Traffic Modeling in a Large Metropolitan Area. Eduardo Mucelli Rezende Oliveira, Aline Carneiro Viana, K. P. Naveen, Carlos Sarraute. INRIA Research Report. October 15, 2014

Paper 6 (SNA-KDD 2014) Harnessing Mobile Phone Social Network Topology to Infer Users Demographic Attributes. Jorge Brea, Javier Burroni, Martin Minnoni, Carlos Sarraute. 20th ACM SIGKDD (Conference on Knowledge Discovery and Data Mining), New York City, USA. August 24, 2014

Paper 5 (​ASONAM 2014) A Study of Age and Gender seen through Mobile Phone Usage Patterns in Mexico. Carlos Sarraute, Pablo Blanc, Javier Burroni. Proc. 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Beijing, China. August 17, 2014

Paper 4 (AST) Evolution of Communities with Focus on Stability. Carlos Sarraute, Gervasio Calderon. AST at ​42nd JAIIO, Cordoba, Argentina. September 16, 2013

Paper 3 (ASONAM 2013) Human Mobility and Predictability enriched by Social Phenomena Information. Nicolas Ponieman, Alejo Salles, Carlos Sarraute. Proc. 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), ​SNAA workshop, Niagara Falls, Canada. August 25, 2013

Paper 2 ​(NetMob 2013) Evolution of Communities with Focus on Stability (extended abstract). ​Carlos Sarraute, Gervasio Calderon. NetMob 2013 (Third conference on the Analysis of Mobile Phone Datasets), Media Lab, MIT, Cambridge, USA. May 1, 2013

Paper 1 (NetMob 2013) Human Mobility and Predictability enriched by Social Phenomena Information (extended abstract). ​NetMob 2013 (Third conference on the Analysis of Mobile Phone Datasets), Media Lab, MIT, Cambridge, USA. May 1, 2013

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