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Liste des publications

2019

Revue Internationale avec comité de lecture

[Fad19] H. Fadili. "Sentiment analysis approach based on machine learning of latent semantics from textual (unstructured) data", RIHM, vol. 19(2), pp. 30, 2019

2018

Revue Internationale avec comité de lecture

[OBA18] A. Outamazirt, K. Barkaoui, D. Aissani. "Performance analysis of the M/G/c/c + r queuing system for cloud computing data centres", International Journal of Critical Computer-Based Systems, vol. 8(3-4), pp. 234-257, 2018, (doi:10.1504/IJCCBS.2018.096441)
[ZSR18] R. Zayani, H. Shaiek, D. Roviras. " Ping-Pong Joint Optimization of PAPR Reduction and HPA Linearization in OFDM Systems", IEEE Transactions on Broadcasting, pp. 1 - 8, 2018, (doi:10.1109/TBC.2018.2855664)

Conférence Internationale avec comité de lecture

[BBL18] K. Barkaoui, H. Boucheneb, . Li. "Exploiting Local Persistency for Reduced State Space Generation", International Conference on Verification and Evaluation of Computer and Communication Systems VECoS 2018, October 2018, Vol. 11181, pp. pp 166-181, Series LNCS, Grenoble, France, (DOI: 10.1007/978-3-030-00359-3_11)
[MRK18a] P. Minet, E. Renault, I. Khoufi, S. Boumerdassi. "Analyzing Traces of a Google Data center,", The 14th International Wireless Communications and Mobile Computing Conference, June 2018, pp.1-5, Limassol, Cyprus,
[OBA18a] A. Outamazirt, K. Barkaoui, D. Aissani. "Maximizing profit in cloud computing using M/G/c/k queuing model", 2018 International Symposium on Programming and Systems (ISPS), April 2018, pp.1-6, Series IEEE, Algiers, Algeria, (DOI: 10.1109/ISPS.2018.8379008)

Conférence Nationale avec comité de lecture

[NBS18] N. Niang Keita, S. Bougeard, G. Saporta. "Clusterwise multiblock PLS ", SFC 2018, September 2018, PARIS, FRANCE,

Chapitres de Livre

[Sap18a] G. Saporta. "From Conventional Data Analysis Methods to Big Data Analytics", Titre du livre: "Big Data for Insurance Companies", January 2018, Wiley, pp. 27-41, (doi: 10.1002/9781119489368.ch2) (isbn: 9781786300737)

2017

Revue Internationale avec comité de lecture

[BAS17] S. Bougeard, H. Abdi, G. Saporta, N. Niang Keita. "Clusterwise analysis for multiblock component methods", Advances in Data Analysis and Classification, vol. 12(2), pp. 285-313, 2017, (doi:10.1007/s11634-017-0296-8)
[Bar17b] A. Bar-Hen. "Empirical advances with text mining of electronic health records", BMC medical informatics and decision making, vol. 17(1), pp. 127, 2017, (doi:https://doi.org/10.1186/s12911-017-0519-0)
[HB17] Y. Hou, K. Barkaoui. "Deadlock analysis and control based on Petri nets: A siphon approach review", Advances in Mechanical Engineering, vol. 9(5), pp. 1-30, 2017, (doi:10.1177/1687814017693542)
[LCS17] C. Liberati, F. Camillo, G. Saporta. "Advances in credit scoring: combining performance and interpretation in kernel discriminant analysis", Advances in Data Analysis and Classification , vol. 11(1), pp. 121-138, 2017, (doi:DOI:10.1007/s11634-015-0213-y)

Conférence Internationale avec comité de lecture

[NLL17] J. Navarro, V. Legrand, S. Lagraa, J. FranÃ§ois, A. Lahmadi, G. De Santis, O. Festor, N. Lammari, F. Hamdi, A. Deruyver, Q. Goux, M. Allard, P. Parrend. "HuMa: A Multi-layer Framework for Threat Analysis in a Heterogeneous Log Environment", International Symposium on Foundations and Practice of Security, October 2017, Vol. LNCS, volume 10723, pp.144-159, Nancy, France, (DOI: https://doi.org/10.1007/978-3-319-75650-9_10)
[BNS17] S. Bougeard, N. Niang Keita, G. Saporta. "Prediction for regularized clusterwise multiblock regression", ASMDA 2017, June 2017, pp.42-43, Londres, UK,

Conférences invitées

[Sap17b] G. Saporta. "50 years of data analysis: from EDA to predictive modelling and machine learning ", ASMDA 2017, June 2017, pp.3-4, Londres, UK,

2016

Revue Internationale avec comité de lecture

[CBB16a] T. Cherfia, F. Belala, K. Barkaoui. "A bigraph-based framework for specification and analysis of context-aware systems Multiple Input Multiple Output Link", Int. J. of Critical Computer-Based Systems (IJCCBS), vol. 6(4), pp. 322 - 342, 2016
[HJS16] F. Husson, J. Josse , G. Saporta. "Jan de Leeuw and the French School of Data Analysis", Journal of statistical software, vol. 73(6), pp. xx, 2016, (doi: 10.18637/jss.v073.i06)
[LRF16] B. Le Saux, H. Randrianarivo, M. Ferecatu. "Processing of Extremely High-Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contestâ€“Part A: 2-D Contest", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), vol. PP(99), pp. -, 2016, (doi:-)

Conférence Internationale avec comité de lecture

[ALN16] T. Allart, G. Levieux, S. Natkin, A. Guilloux. "Design Influence on Player Retention : A Method Based on Time Varying Survival Analysis", IEEE Computational Intelligence and Games, September 2016, pp.254-261, Santorini, Grece,
[ACP16] J. Akoka, I. Comyn-Wattiau, N. Prat. "The Structure of DSR Knowledge as Reflected by DESRIST â€“ A Citation Analysis (2009â€“2015)", Tackling Society's Grand Challenges with Design Science. DESRIST 2016, May 2016, Vol. 9661, pp.177-185, Series Lecture Notes in Computer Science (LNCS), Canada, (DOI: 0.1007/978-3-319-39294-3_12)

Conférences invitées

[Lat16] A. Latouche. "The measure of socioeconomic gradients in years lost and its decomposition by cause of death ", Population-based Time-to-event Analyses International Conference, September 2016, pp..., London, England,

2015

Revue Internationale avec comité de lecture

[PCA15] N. Prat, I. Comyn-Wattiau, J. Akoka. "A Taxonomy of Evaluation Methods for Information Systems Artefacts", Journal of Management Information Systems, vol. 32(3), pp. 229-267, 2015, (doi:10.1080/07421222.2015.1099390)
[HLC15] S. Hiltunen, P. Loubaton, P. Chevalier. "Large System Analysis of a GLRT for Detection With Large Sensor Arrays in Temporally White Noise", IEEE Transactions on Signal Processing , vol. 63(20), pp. 5409-5423, 2015
[MRL15] M. Moreno-Betancur, G. Rey, A. Latouche. "Direct likelihood inference and sensitivity analysis for competing risks regression with missing causes of failure", Biometrics, pp. --, 2015, (doi:10.1111/biom.12295)
[CRT15a] P. Courtieu, L. Rieg, S. Tixeuil, X. Urbain. "Impossibility of Gathering, a Certification", Information Processing Letters, vol. 115, pp. 447-452, 2015, (doi:10.1016/j.ipl.2014.11.001)

Conférence Internationale avec comité de lecture

[GSV15] G. Giordano, G. Saporta, M. Vitale. "Exploratory data analysis and contiguity relations: An outlook", CFE-CMStatistics 2015, December 2015, pp.96, Londres, Grande Bretagne,
[ABS15] H. Abdi, D. Beaton, G. Saporta. "Generalizing partial least squares and correspondence analysis methods to predict categorical and heterogeneous data", CARME 2015, September 2015, pp.12, Naples, Italie,
[SB15] Z. Sbai, K. Barkaoui. "On quantitative Analysis of Time Open Workflow Nets and Parametric Extension", The 9th International Workshop on Verification and Evaluation of Computer and Communication Systems, VECoS 2015, September 2015, Vol. 1431, pp.97-10, Series CEUR Workshop Proceedings, Bucharest, Romania,
[LLB15] A. Lagrange, B. Le Saux, A. Beaupere, A. Boulch, A. Chan-Hon-Tong, S. Herbin, H. Randrianarivo, M. Ferecatu. "Benchmarking classification of earth-observation data: from learning explicit features to convolutional networks", IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2015), July 2015, pp.-, Italie,
[HAS15] M. Hocine, K. Ait-Bouziad , G. Saporta. "A methodological tool for work-related stress management: Importance-Performance Analysis used complementary to PLS path modelling", ASMDA 2015, July 2015, pp. xx, Le PirÃ©e, GrÃ¨ce,
[TLC15] T. Tran, H. Le Borgne, M. Crucianu. "Combining Generic and Specific Information for Cross-modal Retrieval", ACM International Conference on Multimedia Retrieval (ICMR), June 2015, pp.551-554, Shanghai, Chine, (DOI: 10.1145/2671188.2749348)

Conférences invitées

[SAPc15] G. Saporta. "Conjoint Analysis: past, present and issues", Choice and preference analysis for quality improvement and seminar on experimentation, July 2015, pp.pp, Bari, Italie,

Chapitres de Livre

[Jau15] L. Jaupi. "Variable Selection Methods For Process Monitoring", Titre du livre: "Transaction on Engineering Technologies", March 2015, Springer, pp. 425-436, (doi: 10.1007/978-94-017.9804-4_29) (isbn: ISBN 978-94-017-9804-4)

Autres

[ROS15] S. Rosmorduc. "Computational Linguistics in Egyptology",

datepub: April 2015,

2014

Conférence Internationale avec comité de lecture

[EJB14a] M. Escheikh, H. Jouini, K. Barkaoui. "A Versatile Traffic and Power Aware Performability Analysis of Server Virtualized Systems ", IEEE 22nd International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems - MASCOTS 2014, September 2014, pp.207-212, Series IEEE, Paris, France, (DOI: 10.1109/MASCOTS.2014.34)
[Jau14a] L. Jaupi. "Variable Selection Methods for Multivariate Process Monitoring", World Congress on Engineering 2014, July 2014, Vol. II, pp.1116-1120, Series ISBN 978-988-19253-5-0, London, UK,
[SBBa14] Z. SbaÃ¯, K. Barkaoui, H. Boucheneb. "Compatibility Analysis of Time Open Workflow Nets", International Workshop on Petri Nets and Software Engineering (PNSE 2014), June 2014, Vol. 1160, pp.249-268, Series CEUR Workshop Proceedings, (DOI: ISSN 1613-0073)
[BBA14] D. Beaton, A. Bernard, H. Abdi, G. Saporta. "An integration of partial least squares and sparsified multiple correspondence analysis applied to genetic data", PLS2014, May 2014, Paris, France,
[Jak14] E. Jakobowicz. "A software for Generalized Structured Component Analysis", 8th International Conference on Partial Least Squares and Related Methods, May 2014, pp.109, Paris, France,

Chapitres de Livre

[AB14] H. Abdi, M. Bera. "Correspondence Analysis", Titre du livre: "Encyclopedia of Social Networks and Mining", September 2014, Springer, pp. .., (isbn: 978-1461461692)
[LS14] L. Lebart, G. Saporta. "Historical Elements of Correspondence Analysis and Multiple Correspondence Analysis", Titre du livre: "Visualization and Verbalization of Data", April 2014, Chapman and Hall/CRC, pp. 31-44, (doi: 10.1201/b16741-5) (isbn: 978-1-4665-8980-3)

2013

Revue Internationale avec comité de lecture

[LAB13] A. Latouche, A. Allignol, J. Beyresmann, M. Labopin, J. Fine. "A competing risks analysis should report results on all cause-specific hazards and cumulative incidence functions.", Journal of clinical epidemiology, vol. 66(6), pp. 648-53, 2013, (doi:10.1016/j.jclinepi.2012.09.017)
[BBc13] H. Boucheneb, K. Barkaoui. "Reducing interleaving semantics redundancy in reachability analysis of time Petri nets", ACM Transactions in Embedded Computing Systems (TECS) , vol. 12(1), pp. 1-24, 2013

Conférence Internationale avec comité de lecture

[RLF13] H. Randrianarivo, B. Le Saux, M. Ferecatu. "Urban structure detection with deformable part-based models", IEEE International Geoscience and Remote Sensing Symposium, July 2013, pp.200-203,
[ JM13] D. Herwindiati, L. Jaupi, S. Mulyono. "Robust Reduction Dimension for Mapping of Rice Field", World Congress on Engineering, July 2013, Vol. III, pp.1531-1536, Series ISBN 978-988-19252-9-9, London, GB,

Directions d'ouvrages scientifiques

[ACE13] H. Abdi, W. Chin, V. Esposito Vinzi, G. Russolillo, L. Trinchera. " New Perspectives in Partial Least Squares and Related Methods", September 2013, Springer, pp. 344,

2012

Revue Internationale avec comité de lecture

[BCB12] H. Bennoui, A. Chaoui, K. Barkaoui. "ON STRUCTURAL ANALYSIS OF INTERACTING BEHAVIORAL PETRI NETS FOR DISTRIBUTED CAUSAL MODEL-BASED DIAGNOSIS", International Journal of Foundations of Computer Science, vol. 23 (07), pp. 1523-1541, 2012, (doi:10.1142/S0129054112500220)
[BC12] H. Bennoui, A. Chaoui. "ON STRUCTURAL ANALYSIS OF INTERACTING BEHAVIORAL PETRI NETS FOR DISTRIBUTED CAUSAL MODEL-BASED DIAGNOSIS ON STRUCTURAL ANALYSIS OF INTERACTING BEHAVIORAL PETRI NETS FOR DISTRIBUTED CAUSAL MODEL-BASED DIAGNOSIS ON STRUCTURAL ANALYSIS OF INTERACTING BEHAVIORAL PETRI NETS FOR DISTRIBUTED CAUSAL MODEL-BASED DIAGNOSIS", 2012

Conférence Internationale avec comité de lecture

[MNL12] S. Mader, S. Natkin, G. Levieux. "How to Analyse Therapeutic Games: The Player / Game / Therapy Model", Entertainment Computing - ICEC 2012, September 2012, Vol. 7522, pp.193-206, Series Lecture Notes in Computer Science, Bremen, Germany, (DOI: 10.1007/978-3-642-33542-6_17)
[GWV12] L. Gui, A. Wei, T. Val. "A Range-Free Localization Protocol for Wireless Sensor Networks", IEEE ISWCS2012, August 2012, pp.Ã paraitre,
[BGS12] A. Bernard, C. Guinot, G. Saporta. "Sparse principal component analysis for multiblock data and its extension to sparse multiple correspondence analysis", Compstat 2012, August 2012, pp.99-106, Limassol, Chypre,
[SSC12] A. Souag, C. Salinesi, I. Comyn-Wattiau. "Ontologies for Security Requirements: A Literature Survey and Classification", Second International Workshop on Information Systems Security Engineering (WISSE) - in conjunction with 24th International Conference on Advanced Information Systems Engineering (CAiSE12), June 2012, pp.61-69,

2011

Revue Internationale avec comité de lecture

[BCC11a] L. Berti-Equille, I. Comyn-Wattiau, M. Cosquer, Z. Kedad, S. Nugier, V. Peralta, S. Si-Said Cherfi, V. Thion. "Assessment and analysis of information quality: a multidimensional model and case studies", International Journal of Information Quality, vol. 2(4), pp. 300-323, 2011, (doi:10.1504/IJIQ.2011.043780)

Revue Nationale avec comité de lecture

[WCS11] H. Wang , M. Chen , G. Saporta. "Variable selection in discriminant analysis based on Gram-Schmidt process", Journal of Beijing University of Aeronautics and Astronautics, vol. 37(8), pp. 958-961, 2011

Conférence Internationale avec comité de lecture

[SS11a] J. SÃ©guÃ©la, G. Saporta. "A comparison between latent semantic analysis and correspondence analysis", CARME 2011 International conference on Correspondence Analysis and Related Methods, February 2011, pp.20, Rennes, France,

Chapitres de Livre

[BKM11] A. Baiotto, F. Kaakai, R. Marcano, D. Drago. "Efficient Method Developed by Thales for Safety Evaluation of Real-to-Integer Discretization and Overflows in SIL4 Software", Titre du livre: "Static analysis of software : the abstract interpretation", October 2011, ISTE WILEY, pp. 273-317, (isbn: 978-1848213203)

2010

Revue Internationale avec comité de lecture

[YS10a] G. Youness, G. Saporta. "Comparing partitions of two sets of units based on the same variables", Advances in Data Analysis and Classification, vol. 4(1), pp. 53-64, 2010

Chapitres de Livre

[SS10] V. Stan, G. Saporta. "Conjoint Use of Variables Clustering and PLS Structural Equations Modeling", Titre du livre: "Handbook of Partial Least Squares,", January 2010, Springer, pp. 235-246, (doi: DOI 10.1007/978-3-540-32827-8 11,) (isbn: 978-3-540-32825-4)

Atelier, Poster ou Démonstration dans une Conférence Internationale

[SS10a] J. SÃ©guÃ©la, G. Saporta. "Automatic Categorization of Job Postings", COMPSTAT'2010, 19th International Conference on Computational Statistics, Paris, August 2010, pp.258,

2009

Revue Nationale avec comité de lecture

[WYS09] H. Wang , M. Ye, G. Saporta. "Classification for Multiple Linear Regression Methods", Journal of System Simulation, vol. 21(22), pp. 7048-7056, 2009

Conférence Internationale avec comité de lecture

[FS09a] M. Ferecatu, H. Sahbi. "Multi-View Object Matching and Tracking using Canonical Correlation Analysis", IEEE International Conference on Image Processing (ICIP 2009), November 2009, Cairo, Egypt,
[HM09a] N. Harrath, B. Monsuez. "Timed SystemC Waiting State Automata", On the Third International Workshop on Verification and Evaluation of Computer and Communication Systems (VECoS), July 2009, pp.60-72, Rabat, Morroco, (DOI: http://hal.archives-ouvertes.fr/hal-00672908/)
[HM09] N. Harrath, B. Monsuez. "Timed SystemC Waiting State Automata", On the Third International Workshop on Verification and Evaluation of Computer and Communication Systems (VECoS), July 2009, pp.60-72, Rabat, Morroco, (DOI: http://hal.archives-ouvertes.fr/hal-00672908/)

Chapitres de Livre

[SN09] G. Saporta, N. Niang Keita. "Principal Component Analysis: application to Statistical Process Control", Titre du livre: "Data Analysis", January 2009, ISTE-Wiley, pp. 1-23, (isbn: 1-84821-098-1)

Atelier, Poster ou Démonstration dans une Conférence Nationale

[CLS09a] M. Charrad, Y. Lechevallier, G. Saporta, M. Ben Ahmed. "DÃ©termination du nombre des classes dans l'algorithme CROKI2 de classification croisÃ©e", 9Ã¨me confÃ©rence internationale sur l'Extraction et la Gestion des Connaissances EGC'2009, January 2009, pp.447-448, Strasbourg, France,

2008

Revue Internationale avec comité de lecture

[VS08] M. Vichi, G. Saporta. "Clustering and Disjoint Principal Component Analysis", Computational Statistics & Data Analysis, vol. 53(8), pp. 3194-3208, 2008, (doi:10.1016/j.csda.2008.05.028)

Conférence Nationale avec comité de lecture

[OS08] S. Ohannessian, G. Saporta. " Zero option in conjoint analysis, A new specification of the indecision and the refusal.", SIS'08, Univ. Calabria, January 2008, pp.xx, Cosenza, Italie,

2007

Conférence Internationale avec comité de lecture

[GS07] G. Giordano, G. Saporta. "The Response Surface as Explorative Tool in Multiple Correspondence Analysis", CARME'07, Correspondence Analysis and Related Methods, Rotterdam, January 2007, pp.xx, Rotterdam, Pays-Bas,

Conférences invitées

[Sap07b] G. Saporta. "Discriminant analysis on functional data", XV Congresso Annual da Sociedade Portuguesa de Estadistica, Lisbonne, January 2007, pp.19-27, Lisbonne, Portugal,

2004

Revue Nationale avec comité de lecture

[YS04a] G. Youness, G. Saporta. "Une MÃ©thodologie pour la Comparaison de Partitions", Revue de Statistique AppliquÃ©e, vol. 52(1), pp. 97-120, 2004

2002

Revue Internationale avec comité de lecture

[Sap02] G. Saporta. "Data fusion and data grafting", Computational Statistics & Data Analysis, vol. 38(4), pp. 465-473, 2002, (doi:10.1016/S0167-9473(01)00072-X)

Conférence Internationale avec comité de lecture

[SY02a] G. Saporta, G. Youness. "Comparing two partitions: Some Proposals and Experiments", COMPSTAT 2002, January 2002, Berlin, Germany,