All 'large graphs and networks' publications


Journal Articles


1. Dopico, Froilán M.; Lawrence, Piers W.; Pérez, Javier; Van Dooren, Paul. Block Kronecker linearizations of matrix polynomials and their backward errors. In: Numerische Mathematik, (2018). doi:10.1007/s00211-018-0969-z. http://hdl.handle.net/2078.1/200798

2. Dopico, Froilán M.; Pérez, Javier; Van Dooren, Paul. Structured backward error analysis of linearized structured polynomial eigenvalue problems. In: Mathematics of Computation, , p. 1 (2018). doi:10.1090/mcom/3360. http://hdl.handle.net/2078.1/200697

3. Birpoutsoukis, Georgios; Csurcsia, Péter Zoltán; Schoukens, Johan. Efficient multidimensional regularization for Volterra series estimation. In: Mechanical Systems and Signal Processing, Vol. 104, p. 896-914 (2018). doi:10.1016/j.ymssp.2017.10.007. http://hdl.handle.net/2078.1/195999

4. Vlaar, Martijn P.; Birpoutsoukis, Georgios; Lataire, John; Schoukens, Maarten; Schouten, Alfred C.; Schoukens, Johan; van der Helm, Frans C. T. Modeling the Nonlinear Cortical Response in EEG Evoked by Wrist Joint Manipulation. In: IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 26, no.1, p. 205-215 (2018). doi:10.1109/tnsre.2017.2751650. http://hdl.handle.net/2078.1/195996

5. Taylor, Adrien B.; Hendrickx, Julien; Glineur, François. Exact Worst-Case Convergence Rates of the Proximal Gradient Method for Composite Convex Minimization. In: Journal of Optimization Theory and Applications, Vol. 178, p. 455-476 (2018). doi:10.1007/s10957-018-1298-1. http://hdl.handle.net/2078.1/198401

6. Schaub, Michael; Trefois, Maguy; Van Dooren, Paul; Delvenne, Jean-Charles. Sparse matrix factorizations for fast linear solvers with application to Laplacian systems. In: SIAM Journal on Matrix Analysis and Applications, Vol. 38, no.2, p. 505-529 (2017). doi:10.1137/16M1077398. http://hdl.handle.net/2078.1/188190

7. Massart, Estelle; Hendrickx, Julien; Absil, Pierre-Antoine. Matrix geometric means based on shuffled inductive sequences. In: Linear Algebra and Its Applications,. doi:10.1016/j.laa.2017.05.036. http://hdl.handle.net/2078.1/185613

8. Peel, Leto; Larremore, Daniel B.; Clauset, Aaron. The ground truth about metadata and community detection in networks. In: Science Advances, Vol. 3, no.5, p. e1602548 (2017). doi:10.1126/sciadv.1602548. http://hdl.handle.net/2078.1/184574

9. Mastronardi, Nicola; Van Dooren, Paul. Computing the Jordan Structure of an Eigenvalue. In: SIAM Journal on Matrix Analysis and Applications, Vol. 38, no.3, p. 949-966 (2017). doi:10.1137/16M1083098. http://hdl.handle.net/2078.1/187910

10. Birpoutsoukis, Georgios; Zoltán Csurcsia, Péter; Schoukens, Johan. Nonparametric Volterra Series Estimate of the Cascaded Water Tanks Using Multidimensional Regularization. In: IFAC-PapersOnLine, Vol. 50, no.1, p. 476-481 (2017). doi:10.1016/j.ifacol.2017.08.091. http://hdl.handle.net/2078.1/195992

11. Dopico, F.M.; Pérez, Javier; Van Dooren, Paul. STRUCTURED BACKWARD ERROR ANALYSIS OF LINEARIZED STRUCTURED POLYNOMIAL EIGENVALUE PROBLEMS. (Accepté/Sous presse). http://hdl.handle.net/2078.1/195895

12. Van Dooren, Paul; Dopico, Froilán M. Robustness and perturbations of minimal bases. In: Linear Algebra and its Applications, Vol. 542, p. 246-281 (2018). doi:10.1016/j.laa.2017.05.011. http://hdl.handle.net/2078.1/195862

13. Birpoutsoukis, Georgios; Marconato, Anna; Lataire, John; Schoukens, Johan. Regularized nonparametric Volterra kernel estimation. In: Automatica, Vol. 82, p. 324-327 (2017). doi:10.1016/j.automatica.2017.04.014. http://hdl.handle.net/2078.1/195994

14. Liu, Tao; Cao, Ming; De Persis, Claudio; Hendrickx, Julien. Distributed event-triggered control for asymptotic synchronization of dynamical networks. In: Automatica, Vol. 86, p. 199-204 (2017). doi:10.1016/j.automatica.2017.08.026. http://hdl.handle.net/2078.1/192015

15. Śliwiński, Przemysław; Marconato, Anna; Wachel, Paweł; Birpoutsoukis, Georgios. Non-linear system modelling based on constrained Volterra series estimates. In: IET Control Theory & Applications, Vol. 11, no.15, p. 2623-2629 (2017). doi:10.1049/iet-cta.2016.1360. http://hdl.handle.net/2078.1/195998

16. Bouagada, Djillali; Melchior, Samuel; Van Dooren, Paul. Calculating the H∞ norm of a fractional system given in state-space form. In: Applied Mathematics Letters, Vol. 79, p. 51-57 (2018). doi:10.1016/j.aml.2017.11.019. http://hdl.handle.net/2078.1/195873

17. Iutzeler, F.; Hendrickx, Julien. A generic online acceleration scheme for optimization algorithms via relaxation and inertia. In: Optimization Methods and Software, , p. 1-23 (2017). doi:10.1080/10556788.2017.1396601. http://hdl.handle.net/2078.1/191988

18. Schaub, Michael; Delvenne, Jean-Charles; Rosvall, Martin; Lambiotte, Renaud. The many facets of community detection in complex networks. In: Applied Network Science, Vol. 2, no.1 (2017). doi:10.1007/s41109-017-0023-6. http://hdl.handle.net/2078.1/182948

19. Chevalier, Pierre-Yves; Hendrickx, Julien; Jungers, Raphaël M. Tight Bounds for Consensus Systems Convergence. In: Systems & Control Letters, Vol. 105, p. 78-83 (2017). doi:10.1016/j.sysconle.2017.05.001. http://hdl.handle.net/2078.1/185614

20. De Terán, Fernando; Dopico, Froilán M.; Van Dooren, Paul. Constructing strong l-ifications from dual minimal bases. In: Linear Algebra and Its Applications, Vol. 495, p. 344-372 (2016). doi:10.1016/j.laa.2016.01.034. http://hdl.handle.net/2078.1/171012

21. de Montjoye, Yves-Alexandre; Rocher, Luc; Pentland, Alex "Sandy". bandicoot: a Python Toolbox for Mobile Phone Metadata. In: Journal of Machine Learning Research, Vol. 17, no.175, p. 1-5 (2016). http://hdl.handle.net/2078.1/182952

22. Lawrence, Piers William; Van Barel, Marc; Van Dooren, Paul. Backward Error Analysis of Polynomial Eigenvalue Problems Solved by Linearization. In: SIAM Journal on Matrix Analysis and Applications, Vol. 37, no. 1, p. 123-144 (2016). doi:10.1137/15M1015777. http://hdl.handle.net/2078.1/170851

23. Huang, Wen; Zhou, Guifang; Marchand, Melissa; Ash, Jeremy R.; Morris, David; Van Dooren, Paul; Brown, Jeremy; Gallivan, Kyle; Wilgenbusch, Jim. TreeScaper : visualizing and extracting phylogenetic signal from sets of trees. In: Molecular Biology and Evolution, Vol. 33, no.12, p. 3314-3316 (2016). doi:10.1093/molbev/msw196. http://hdl.handle.net/2078.1/181960

24. Hendrickx, Julien; Olshevsky, Alex. On symmetric continuum opinion dynamics. In: SIAM Journal on Control and Optimization, Vol. 54, no.5, p. 2893-2918 (2016). doi:10.1137/130943923. http://hdl.handle.net/2078.1/179878

25. Ananichev, Dimitry S.; Gusev, Vladimir. Approximation of Reset Thresholds with Greedy Algorithms. In: Fundamenta Informaticae, Vol. 145, no.3, p. 221-227 (2016). doi:10.3233/FI-2016-1357. http://hdl.handle.net/2078.1/183002

26. Zhou, Guifang; Huang, Wen; Gallivan, Kyle A.; Van Dooren, Paul; Absil, Pierre-Antoine. A Riemannian rank-adaptive method for low-rank optimization. In: Neurocomputing, Vol. 192, p. 72-80 (2016). doi:10.1016/j.neucom.2016.02.030. http://hdl.handle.net/2078.1/172844

27. Browet, Arnaud; Hendrickx, Julien; Sarlette, Alain. Incompatibility boundaries for properties of community partitions. In: IEEE Transactions on Network Science and Engineering,. http://hdl.handle.net/2078.1/179872

28. Mauroy, Alexandre; Hendrickx, Julien. Spectral identification of networks using sparse measurements. In: SIAM Journal on Applied Dynamical Systems, Vol. 16, no. 1, p. 479-513 (2017). doi:10.1137/16M105722X. http://hdl.handle.net/2078.1/181488

29. Wang, Xuansheng; Glineur, François; Lu, Linzhang; Van Dooren, Paul. Extended Lanczos Bidiagonalization Algorithm for Low Rank Approximation and its Applications. In: Journal of Computational and Applied Mathematics, no. 301, p. 213-229 (2016). doi:10.1016/j.cam.2015.12.039. http://hdl.handle.net/2078.1/170850

30. Ghasemian, Amir; Zhang, Pan; Clauset, Aaron; Moore, Cristopher; Peel, Leto. Detectability Thresholds and Optimal Algorithms for Community Structure in Dynamic Networks. In: Physical Review X, Vol. 6, p. 031005 (July 2016). doi:10.1103/PhysRevX.6.031005. http://hdl.handle.net/2078.1/176377

31. Vande Kerckhove, Corentin; Martin, Samuel; Gend, Pascal; Rentfrow, Peter J.; Hendrickx, Julien; Blondel, Vincent. Modeling influence and opinion evolution in online collective behavior. In: PLoS One, Vol. 11, no.6 (June 2016). doi:10.1371/journal.pone.0157685. http://hdl.handle.net/2078.1/179915

32. Laudadio, Teresa; Mastronardi, Nicola; Van Dooren, Paul. Numerical issues in computing the antitriangular factorization of symmetric indefinite matrices. In: Applied Numerical Mathematics, Vol. 116, p. 204-214 (2017). doi:10.1016/j.apnum.2016.09.012. http://hdl.handle.net/2078.1/179936

33. Martin, Samuel; Hendrickx, Julien. Continuous-Time Consensus under Non-Instantaneous Reciprocity. In: IEEE Transactions on Automatic Control, Vol. 61, no. 9, p. 2484-2495 (2015). doi:10.1109/TAC.2015.2506262. http://hdl.handle.net/2078.1/166286

34. De Terán, Fernando; Dopico, Froilán M.; Mackey, D. Steven; Van Dooren, Paul. Polynomial Zigzag Matrices, Dual Minimal Bases, and the Realization of Completely Singular Polynomials. In: Linear Algebra and Its Applications, no. 488, p. 460-504 (2015). doi:10.1016/j.laa.2015.09.015. http://hdl.handle.net/2078.1/165138

35. Frasca, Paolo; Garin, Federica; Gerencser, Balazs; Hendrickx, Julien. Optimal One-Dimensional Coverage by Unreliable Sensors. In: SIAM Journal on Control and Optimization, Vol. 53, no. 5, p. 3120–3140 (2015). doi:10.1137/140968094. http://hdl.handle.net/2078.1/162317

36. Mastronardi, Nicola; Van Dooren, Paul. Rank-revealing decomposition of symmetric indefinite matrices via block anti-triangular factorization. In: Linear Algebra and Its Applications, (2015). doi:10.1016/j.laa.2015.09.037. http://hdl.handle.net/2078.1/165102

37. Mastronardi, Nicola; Van Dooren, Paul. Revisiting the stability of computing the roots of a quadratic polynomial. In: Electronic Transactions on Numerical Analysis, Vol. 44, p. 73-82 (2015). http://hdl.handle.net/2078.1/152309

38. Blondel, Vincent; Decuyper, Adeline; Krings, Gautier. A survey of results on mobile phone datasets analysis. In: E P J Data Science, Vol. 4, no. 10 (August 2015). doi:10.1140/epjds/s13688-015-0046-0. http://hdl.handle.net/2078.1/164891

39. Hendrickx, Julien; Shi, Guodong; Johansson, Karl H. Finite-time consensus using stochastic matrices with positive diagonals. In: IEEE Transactions on Automatic Control, Vol. 60, no. 4, p. 1070-1073 (April 2015). doi:10.1109/TAC.2014.2352691. http://hdl.handle.net/2078.1/147285

40. Mastronardi, Nicola; Van Dooren, Paul. A structurally backward stable algorithm for solving the indefinite least squares problem with equality constraints. In: IMA Journal of Numerical Analysis, Vol. 35, no.1, p. 107-132 (2015). doi:10.1093/imanum/dru004. http://hdl.handle.net/2078.1/181943

41. Berger, Thomas; Van Dooren, Paul. Computing the regularization of a linear differential–algebraic system. In: Systems & Control Letters, Vol. 86, p. 48-53 (2015). doi:10.1016/j.sysconle.2015.10.003. http://hdl.handle.net/2078.1/167336

42. Chevalier, Pierre-Yves; Hendrickx, Julien; Jungers, Raphaël M. Efficient Algorithms for the Consensus Decision Problem. In: SIAM Journal on Control and Optimization, Vol. 53, no. 5, p. 3104–3119 (2015). doi:10.1137/140988024. http://hdl.handle.net/2078.1/162319

43. Peel, Leto. Active discovery of network roles for predicting the classes of network nodes. In: Journal of Complex Networks, Vol. 3, no.3, p. 431-449 (2015). doi:10.1093/comnet/cnu043. http://hdl.handle.net/2078.1/182928

44. Forgione, Marco; Birpoutsoukis, Georgios; Bombois, Xavier; Mesbah, Ali; Daudey, Peter J.; Van den Hof, Paul M.J. Batch-to-batch model improvement for cooling crystallization. In: Control Engineering Practice, Vol. 41, p. 72-82 (2015). doi:10.1016/j.conengprac.2015.04.011. http://hdl.handle.net/2078.1/196569

45. Tréfois, Maguy; Van Dooren, Paul; Delvenne, Jean-Charles. Binary factorizations of the matrix of all ones. In: Linear Algebra and Its Applications, Vol. 468, p. 63-79 (2015). doi:10.1016/j.laa.2014.01.011. http://hdl.handle.net/2078.1/152900

46. Gusev, Vladimir; Pribavkina, Elena V. Reset Thresholds of Automata with Two Cycle Lengths. In: International Journal of Foundations of Computer Science, Vol. 26, no.07, p. 953-966 (2015). doi:10.1142/S0129054115400080. http://hdl.handle.net/2078.1/182995

47. Freitag, Melina A.; Spence, Alastair; Van Dooren, Paul. Calculating the Hoo-norm using the implicit determinant method. In: SIAM Journal on Matrix Analysis and Applications, Vol. 35, no. 2, p. 619-635 (2014). doi:10.1137/130933228. http://hdl.handle.net/2078.1/143036

48. Hendrickx, Julien; Jungers, Raphaël M.; Olshevsky, Alex; Vankeerberghen, Guillaume. Graph diameter, eigenvalues, and minimum-time consensus. In: Automatica, Vol. 50, no. 2, p. 635-640 (2014). doi:10.1016/j.automatica.2013.11.034. http://hdl.handle.net/2078.1/131934

49. Deville, Pierre; Linard, Catherine; Martin, Samuel; Gilbert, Marius; Georges, Forrest R.; Gaughan, Andrea E.; Blondel, Vincent; Tatem, Andrew J. Dynamic population mapping using mobile phone data. In: Proceedings of the National academy of sciences of the United States of America, (October 2014). doi:10.1073/pnas.1408439111. http://hdl.handle.net/2078.1/151968

50. Deville, Pierre; Wang, Dashun; Sinatra, Roberta; Song, Chaoming; Blondel, Vincent; Barabasi, Albert-Laszlo. Career on the Move: Geography, Stratification, and Scientific Impact. In: Scientific Reports, Vol. 4, no.4770, p. 1-7 (April 2014). doi:10.1038/srep04770. http://hdl.handle.net/2078.1/143035

51. Tizzoni, Michele; Colizza, Vittoria; González, Marta C.; Smoreda, Zbigniew; Blondel, Vincent; Schneider, Christian M.; Kon Kam King, Guillaume; Decuyper, Adeline; Bajardi, Paolo. On the Use of Human Mobility Proxies for Modeling Epidemics. In: PLoS Computational Biology, Vol. 10, no. 7 (2014). doi:10.1371/journal.pcbi.1003716. http://hdl.handle.net/2078.1/159687

52. Hendrickx, Julien. Views in a graph: to which depth must equality be checked?. In: IEEE Transactions on Parallel and Distributed Systems, Vol. 25, no. 7, p. 1907-1912 (2014). doi:10.1109/TPDS.2013.232. http://hdl.handle.net/2078.1/131935

53. Hendrickx, Julien; Johansson, Karl H.; Jungers, Raphaël M.; Sandberg, Henrik; Sou, Kin C. Efficient Computations of a Security Index for False Data Attacks in Power Networks. In: IEEE Transactions on Automatic Control, Vol. 59, no. 12, p. 3194-3208 (2014). doi:10.1109/TAC.2014.2351625. http://hdl.handle.net/2078.1/141679

54. Mastronardi, Nicola; Van Dooren, Paul. An algorithm for solving the indefinite least squares problem with equality constraints. In: Bit (Lisse) : numerical mathematics, Vol. 54, p. 201-218 (2014). doi:10.1007/s10543-013-0452-2. http://hdl.handle.net/2078.1/135632

55. Calabrese, Francesco; Blondel, Vincent; Ferrari, Laura. Urban Sensing Using Mobile Phone Network Data: A Survey of Research. In: ACM Computing Surveys : the survey and tutorial journal of the ACM, Vol. 47, no. 2 (2014). doi:10.1145/2655691. http://hdl.handle.net/2078.1/159617

56. Brown, Chloë; Lathia, Neal; Mascolo, Cecilia; Noulas, Anastasios; Blondel, Vincent. Group colocation behavior in technological social networks. In: PLoS One, Vol. 9, no.8 (22 August 2014). doi:10.1371/journal.pone.0105816. http://hdl.handle.net/2078.1/172666

57. Csaji, Balazs Csanad; Jungers, Raphaël M.; Blondel, Vincent. Pagerank optimization by edge selection. In: Discrete Applied Mathematics, Vol. 169, p. 73-87 (2014). doi:10.1016/j.dam.2014.01.007. http://hdl.handle.net/2078.1/90969

58. Thomas, Christopher; Lambrechts, Jonathan; Wolanski, Eric; Traag, Vincent A.; Blondel, Vincent; Deleersnijder, Eric; Hanert, Emmanuel. Numerical modelling and graph theory tools to study ecological connectivity in the Great Barrier Reef. In: Ecological Modelling, Vol. 272, p. 160-174 (2014). doi:10.1016/j.ecolmodel.2013.10.002. http://hdl.handle.net/2078.1/134702

59. Correa Da Rocha, Luis Enrique; Blondel, Vincent. Bursts of vertex activation and epidemics in evolving networks. In: PLoS Computational Biology, Vol. 9, no. 3, p. e1002974 (2013). doi:10.1371/journal.pcbi.1002974. http://hdl.handle.net/2078.1/124321

60. Traag, Vincent; Van Dooren, Paul; De Leenheer, Patrick. Dynamical Models Explaining Social Balance and Evolution of Cooperation. In: PLoS One, Vol. 8, no.4, p. e60063 (2013). doi:10.1371/journal.pone.0060063. http://hdl.handle.net/2078.1/128517

61. Traag, Vincent; Krings, Gautier; Van Dooren, Paul. Significant Scales in Community Structure. In: Scientific Reports, Vol. 3, no.2930 (October 2013). doi:10.1038/srep02930. http://hdl.handle.net/2078.1/134409

62. de Montjoye, Yves-Alexandre; Hidalgo, César A.; Verleysen, Michel; Blondel, Vincent. Unique in the Crowd: The privacy bounds of human mobility. In: Scientific Reports, Vol. 3, no.1376, p. 1-5 (March 2013). doi:10.1038/srep01376. http://hdl.handle.net/2078.1/127341

63. Ishteva, Mariya; Absil, Pierre-Antoine; Van Dooren, Paul. Jacobi algorithm for the best low multilinear rank approximation of symmetric tensors. In: SIAM Journal on Matrix Analysis and Applications, (2013). (Accepté/Sous presse). http://hdl.handle.net/2078.1/128410

64. Frasca, Paolo; Hendrickx, Julien. On the mean square error of randomized averaging algorithms. In: Automatica, Vol. 49, no. 8, p. 2496-2501 (2013). doi:10.1016/j.automatica.2013.04.035. http://hdl.handle.net/2078.1/127513

65. Chang, Chia-Tche; Blondel, Vincent. An experimental study of approximation algorithms for the joint spectral radius. In: Numerical Algorithms, Vol. 64, no. 1, p. 181-202 (2013). doi:10.1007/s11075-012-9661-z. http://hdl.handle.net/2078.1/117082

66. Hautphenne, Sophie; Krings, Gautier; Delvenne, Jean-Charles; Blondel, Vincent. Sensitivity analysis of epidemic networks. (2013). http://hdl.handle.net/2078.1/131362

67. Cucuringu, Mihai; Blondel, Vincent; Van Dooren, Paul. Extracting spatial information from networks with low-order eigenvectors. In: Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics, Vol. 87, no. 3, p. 032803 (2013). doi:10.1103/PhysRevE.87.032803. http://hdl.handle.net/2078.1/124322

68. Correa Da Rocha, Luis Enrique; Blondel, Vincent. Flow motifs reveal limitations of the static framework to represent human interactions. In: Physical Review, Vol. 87, no. 4, p. 042814-1 (9 pages) (April 2013). doi:10.1103/PhysRevE.87.042814. http://hdl.handle.net/2078.1/128468

69. Hendrickx, Julien; Tsitsiklis, John. Convergence of type-symmetric and cut-balanced consensus seeking systems. In: IEEE Transactions on Automatic Control, Vol. 58, no. 1, p. 214-218 (2013). doi:10.1109/TAC.2012.2203214. http://hdl.handle.net/2078.1/114110

70. Johansson, Stefan; Kagstrom, Bo; Van Dooren, Paul. Stratification of full rank polynomial matrices. In: Linear Algebra and Its Applications, Vol. 439, no. 2013, p. 1062-1090 (2013). doi:10.1016/j.laa.2012.12.013. http://hdl.handle.net/2078.1/128409

71. Csaji, Balazs Cs.; Browet, Arnaud; Traag, Vincent; Delvenne, Jean-Charles; Huens, Etienne; Van Dooren, Paul; Smoreda, Zbigniew; Blondel, Vincent. Exploring the Mobility of Mobile Phone Users. In: Physica A: Statistical Mechanics and its Applications, Vol. 392, no. 6, p. 1459–1473 (15 March 2013). doi:10.1016/j.physa.2012.11.040. http://hdl.handle.net/2078.1/117630

72. Cason, Thomas; Absil, Pierre-Antoine; Van Dooren, Paul. Iterative Methods for Low Rank Approximation of Graph Similarity Matrices. In: Linear Algebra and Its Applications, Vol. 438, p. 1863-1882 (January 2013). doi:10.1016/j.laa.2011.12.004. http://hdl.handle.net/2078.1/107589

73. Blondel, Vincent; Gurbuzbalaban, Mert; Megretski, Alexandre; Overton, Michael L. Explicit Solutions for Root Optimization of a Polynomial Family with One Affine Constraint. In: IEEE Transactions on Automatic Control, Vol. 57, no. 12, p. 3078-3089 (2012). doi:10.1109/TAC.2012.2202069. http://hdl.handle.net/2078.1/114047

74. Bruggeman, Jeroen; Traag, Vincent; Uitermark, Justus. Detecting Communities Through Network Data: A Comment on the Temporal Structure of Scientific Consensus Formation. In: American Sociological Review, Vol. 77, no. 6, p. 1050-1063 (December 2012). doi:10.1177/0003122412463574. http://hdl.handle.net/2078.1/109990

75. Jungers, Raphaël M. The synchronizing probability function of an automaton. In: SIAM Journal on Discrete Mathematics, Vol. 26, no. 1, p. 177-192 (2012). doi:10.1137/100816109. http://hdl.handle.net/2078.1/107392

76. Lopez-Martinez, Manuel; Delvenne, Jean-Charles; Blondel, Vincent. Optimal sampling time for consensus in time-delayed networked systems. In: IET Control Theory and Applications, Vol. 6, no. 15, p. 2467-2476 (2012). doi:10.1049/iet-cta.2012.0131. http://hdl.handle.net/2078.1/118546

77. Krings, Gautier; Karsai, Márton; Bernhardsson, Sebastian; Blondel, Vincent; Saramäki, Yari. Effects of time window size and placement on the structure of aggregated networks. In: EPJ Data Science, Vol. 1, no. 4, p. 16 p. (2012). doi:10.1140/epjds4. http://hdl.handle.net/2078.1/114028

78. Mastronardi, Nicola; Van Dooren, Paul. Recursive approximation of the dominant eigenspace of an indefinite matrix. In: Journal of Computational and Applied Mathematics, Vol. 236, no.16, p. 4090-4104 (October 2012). doi:10.1016/j/cam.2012.02.032. http://hdl.handle.net/2078.1/121416

79. Marchetta, Pietro; Mérindol, Pascal; Donnet, Benoit; Pescapé, Antonio; Pansiot, Jean-Jacques. Topology discovery at the router level : a new hybrid tool targeting ISP networks. In: IEEE Journal on Selected Areas in Communications, Vol. 29, no. 9, p. 1-11 (2011). doi:10.1109/JSAC.2011.111003. http://hdl.handle.net/2078.1/88643

80. Expert, Paul; Evans, Tim S.; Blondel, Vincent; Lambiotte, Renaud. Uncovering space-independent communities in spatial networks. In: Proceedings of the National academy of sciences of the United States of America, Vol. 108, no. 19, p. 7663–7668 (May 2011). doi:10.1073/pnas.1018962108. http://hdl.handle.net/2078.1/108646

81. Blondel, Vincent; Gaubert, Stéphane; Portier, Natacha. The set of realizations of a max-plus linear sequence is semi-polyhedral. In: Journal of Computer and System Sciences, Vol. 77, no. 4, p. 820-833 (2010). doi:10.1016/j.jcss.2010.08.010. http://hdl.handle.net/2078.1/95262

82. Blondel, Vincent; Deville, Pierre; Morlot, Frédéric; Smoreda, Zbigniew; Van Dooren, Paul; Ziemlicki, Cezary. Voice on the Border: Do Cellphones Redraw the Maps?. In: ParisTech Review, (November 2011). http://hdl.handle.net/2078.1/108639

83. Traag, Vincent; Van Dooren, Paul; Nesterov, Yurii. Narrow scope for resolution-limit-free community detection.. In: Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics, Vol. 84, no. 1 Pt 2, p. 016114 (2011). doi:10.1103/PhysRevE.84.016114. http://hdl.handle.net/2078.1/94186

84. Hendrickx, Julien; Olshevsky, A.; Tsitsiklis, John. Distributed anonymous discrete function computation. In: IEEE Transactions on Automatic Control, Vol. 56, no. 10, p. 2276-2289 (October 2011). doi:10.1109/TAC.2011.2163874. http://hdl.handle.net/2078.1/89625

85. Calabrese, Francesco; Smoreda, Zbigniew; Blondel, Vincent; Ratti, Carlo. Interplay between Telecommunications and Face-to-Face Interactions: A Study Using Mobile Phone Data. In: PLoS One, Vol. 6, no. 7, p. e20814 (July 2011). doi:10.1371/journal.pone.0020814. http://hdl.handle.net/2078.1/108634

86. Delvenne, Jean-Charles; Libert, Anne-Sophie. Centrality measures and thermodynamic formalism for complex networks. In: Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics, Vol. 83, no. 4, p. 046117 (2011). doi:10.1103/PhysRevE.83.046117. http://hdl.handle.net/2078/91854

87. Hendrickx, Julien; Olshevsky, A. Matrix P-norms are NP-hard to approximate if p eq 1,2,infty. In: SIAM Journal on Matrix Analysis and Applications, Vol. 31, no. 5, p. 2802-2812 (2010). doi:10.1137/09076773X. http://hdl.handle.net/2078.1/89624

88. Fidan, B.; Hendrickx, Julien; Anderson, B.D.O. Closing Ranks in Rigid Multi-Agent Formations Using Edge Contraction. In: International Journal of Robust and Nonlinear Control, Vol. 20, no. 18, p. 2077-2092 (2010). doi:10.1002/rnc.1570. http://hdl.handle.net/2078.1/89622

89. Delvenne, Jean-Charles; Yaliraki, S. N.; Barahona, M. Stability of graph communities across time scales. In: Proceedings of the National academy of sciences of the United States of America, Vol. 107, no. 29, p. 12755-12760 (2010). doi:10.1073/pnas.0903215107. http://hdl.handle.net/2078.1/91857

90. de Kerchove D'Exaerde, Cristobald; Van Dooren, Paul. Iterative Filtering in Reputation Systems. In: SIAM Journal on Matrix Analysis and Applications, Vol. 31, no. 4, p. 1812-1834 (2010). doi:10.1137/090748196. http://hdl.handle.net/2078.1/33718

91. Blondel, Vincent; Krings, Gautier; Thomas, Isabelle. Regions and borders of mobile telephony in Belgium and in the Brussels Metropolitan zone. In: Brussels Studies, Vol. 42 (2010). http://hdl.handle.net/2078.1/95261

92. Blondel, Vincent; Hendrickx, Julien; Tsitsiklis, John. Continuous-time average-preserving opinion dynamics with opinion-dependent communications. In: SIAM Journal on Control and Optimization, Vol. 48, no. 8, p. 5214-5240 (2010). doi:10.1137/090766188. http://hdl.handle.net/2078.1/89623


Conference Papers


1. Peel, Leto. Graph-based semi-supervised learning for relational networks. http://hdl.handle.net/2078.1/182929

2. Bazanella, Alexandre; Gevers, Michel; Hendrickx, Julien; Parraga, Adriane. Identifiability of dynamical networks: which nodes need be measured?. In: Proceedings of the 56th IEEE Conference on Decision and Control (CDC 2017), 2017, p. 5870-5875. http://hdl.handle.net/2078.1/192245

3. Abdelrahim, Mahmoud; Hendrickx, Julien; Heemels, Maurice. MAX-consensus in open multi-agent systems with gossip interactions. In: Proceedings of the 56th IEEE Conference on Decision and Control (CDC 2017), 2017, p. 4753-4758. http://hdl.handle.net/2078.1/192227

4. Hendrickx, Julien; Martin, Samuel. Open Multi-Agent Systems: Gossiping with Random Arrivals and Departures. In: Proceedings of the 56th IEEE Conference on Decision and Control (CDC 2017), 2017, p. 763-768. http://hdl.handle.net/2078.1/192016

5. Massart, Estelle M.; Chevallier, Sylvain. Inductive Means and Sequences Applied to Online Classification of EEG. In: Lecture Notes in Computer Science : Geometric Science of Information, springer,cham, 2017, 978-3-319-68445-1, p. 763-770. doi:10.1007/978-3-319-68445-1_88. http://hdl.handle.net/2078.1/189747

6. Mauroy, Alexandre; Hendrickx, Julien. Spectral Identification of Networks with Inputs. In: Proceedings of the 56th IEEE Conference on Decision and Control (CDC 2017), 2017, p. 469-474. http://hdl.handle.net/2078.1/192249

7. Dzyga, Michalina; Ferens, Robert; Gusev, Vladimir; Szykula, Marek. Attainable Values of Reset Thresholds. In: Leibniz International Proceedings in Informatics (LIPIcs). Vol. 83, no.40, p. 1-14 (2017). Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik: Dagstuhl, Germany, 2017. doi:10.4230/LIPIcs.MFCS.2017.40. http://hdl.handle.net/2078.1/196224

8. Taylor, Adrien; Hendrickx, Julien; Glineur, François. Performance Estimation Toolbox (PESTO): automated worst-case analysis of first-order optimization methods. In: Proceedings of the 56th IEEE Conference on Decision and Control (CDC 2017), 2017, p. 1278-1283. doi:10.1109/CDC.2017.8263832. http://hdl.handle.net/2078.1/192237

9. Gusev, Vladimir; Pribavkina, Elena V.. On Synchronizing Colorings and the Eigenvectors of Digraphs. In: Leibniz International Proceedings in Informatics (LIPIcs) (Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik), Piotr Faliszewski and Anca Muscholl and Rolf Niedermeier: Dagstuhl, Germany, 2016, 978-3-95977-016-3, p. 48:1-48:14. doi:10.4230/LIPIcs.MFCS.2016.48. http://hdl.handle.net/2078.1/183000

10. Hendrickx, Julien; Martin, Samuel. Open Multi-Agent Systems : Gossiping with Deterministic Arrivals and Departures. doi:10.1109/ALLERTON.2016.7852357. http://hdl.handle.net/2078.1/179916

11. Vande Kerckhove, Corentin; Temporão, Mickael; Dufresne, Yannick. Unspoken Thoughts: Uncovering Political Ideologies Using Social Networks' Traces. In: Proceedings of the SIAM Workshop on Network Science, 2016. http://hdl.handle.net/2078.1/174443

12. Vande Kerckhove, Corentin; Temporão, Mickael; Dufresne, Yannick. Ideological scaling of social networks'users. In: Proceedings of the 2nd Annual International Conference on Computational Social Science, 2016. http://hdl.handle.net/2078.1/174442

13. Marchand, Melissa; Huang, Wen; Browet, Arnaud; Van Dooren, Paul; Gallivan, Kyle A.. A Riemannian Optimization Approach for Role Model Extraction. In: Proceedings of the 22nd International Symposium on Mathematical Theory of Networks and Systems, 2016. http://hdl.handle.net/2078.1/173104

14. Lucchese, Riccardo; Varagnolo, Damiano; Delvenne, Jean-Charles; Hendrickx, Julien. Network cardinality estimation using max consensus: the case of Bernoulli trials. In: Proceedings of the 54rd IEEE Conference on Decision and Control, 2015, 896-901. doi:10.1109/CDC.2015.7402342. http://hdl.handle.net/2078.1/165800

15. Chevalier, Pierre-Yves; Hendrickx, Julien; Jungers, Raphaël M.. Reachability of Consensus and Synchronizing Automata. In: Proceedings of the 54th IEEE Conference on Decision and Control, 2015, 4139-4144. doi:10.1109/CDC.2015.7402864. http://hdl.handle.net/2078.1/165801

16. Gerencser, Balazs; Hendrickx, Julien; Van Dooren, Paul. Spectral gap of Markov chains on a cycle. In: Proceedings of ECC 2015, 2015. doi:10.1109/ECC.2015.7330635. http://hdl.handle.net/2078.1/158598

17. Gusev, Vladimir; Szykula, Marek. On the Number of Synchronizing Colorings of Digraphs. In: Implementation and Application of Automata, CIAA 2015 (Lecture Notes in Computer Science), Drewes, Frank: Cham, 2015, 978-3-319-22360-5, p. 127-139. doi:10.1007/978-3-319-22360-5_11. http://hdl.handle.net/2078.1/182993

18. Birpoutsoukis, Georgios; Schoukens, Johan. Nonparametric volterra kernel estimation using regularization. In: 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, IEEE, 2015, 978-1-4799-6114-6. doi:10.1109/i2mtc.2015.7151269. http://hdl.handle.net/2078.1/195985

19. Hendrickx, Julien; Tsitsiklis, John N.. Fundamental limitations for anonymous distributed systems with broadcast communications. In: Proceedings of the Fifty-Third Annual Allerton Conference on Communication, Control, and Computing, 2015. doi:10.1109/ALLERTON.2015.7446980. http://hdl.handle.net/2078.1/165799

20. Vankeerberghen, Guillaume; Hendrickx, Julien; Jungers, Raphaël M.. JSR: a toolbox for computing the Joint Spectral Radius. In: Proceedings of the 17th International Conference on Hybrid Systems: Computation and Control, 2014. http://hdl.handle.net/2078.1/144076

21. Hendrickx, Julien. A Lifting Approach to Models of Opinion Dynamics with Antagonisms. In: Proceedings of the 53rd IEEE Conference on Decision and Control, 2014. doi:10.1109/CDC.2014.7039711. http://hdl.handle.net/2078.1/153898

22. Chevalier, Pierre-Yves; Hendrickx, Julien; Jungers, Raphaël M.. A switched Systems approach to the decidability of consensus. http://hdl.handle.net/2078.1/144074

23. Browet, Arnaud; Van Dooren, Paul. Low-rank Similarity Measure for Role Model Extraction. http://hdl.handle.net/2078.1/143037

24. Vankeerberghen, Guillaume; Hendrickx, Julien; Jungers, Raphaël M.; Wolsey, Laurence. An efficient technique for solving the scheduling of appliances in smart-home. http://hdl.handle.net/2078.1/141684

25. De Persis, Claudio; Frasca, Paolo; Hendrickx, Julien. Self-triggered rendezvous of gossiping second-order agents. In: Proceedings of the 52nd IEEE Conference on Decision and Control, 2013. doi:10.1109/CDC.2013.6761064. http://hdl.handle.net/2078.1/133462

26. Frasca, Paolo; Hendrickx, Julien. Large network consensus is robust to packet losses and interferences. In: Proceedings of European Control Conference 2013. (2013). http://hdl.handle.net/2078.1/128418

27. Liu, Tao; Cao, Ming; De Persis, Claudio; Hendrickx, Julien. Distributed Event-Triggered Control for Synchronization of Dynamical Networks with Estimators. In: Proceedings of the 4th IFAC Workshop on Distributed Estimation and Control in Networked Systems, 2013. doi:10.3182/20130925-2-DE-4044.00028. http://hdl.handle.net/2078.1/131933

28. Hendrickx, Julien; Olshevsky, Alex. Symmetric Continuum Opinion Dynamics: Convergence, but sometimes only in Distribution. In: Proceedings of the 52nd IEEE Conference on Decision and Control, 2013. doi:10.1109/CDC.2013.6760173. http://hdl.handle.net/2078.1/133461

29. Browet, Arnaud; Van Dooren, Paul; Absil, Pierre-Antoine. Community Detection for Hierarchical Image Segmentation. doi:10.1007/978-3-642-21073-0_32. http://hdl.handle.net/2078.1/80542

30. Hollanders, Romain; Delvenne, Jean-Charles; Jungers, Raphaël M.. On the Policy Iteration Algorithm for PageRank Optimization. In: Proceedings of the International School and Conference on Network Science, 2011. http://hdl.handle.net/2078.1/108768

31. Hendrickx, Julien; Tsitsiklis, John N.. Convergence of cut-balanced continuous-time consensus systems. http://hdl.handle.net/2078.1/91900

32. Hendrickx, Julien; Tsitsiklis, John N.. A new condition for convergence in continuous-time consensus seeking systems. In: Proceedings of the 50th IEEE Conference on Decision and Control (CDC 2011), 2011. doi:10.1109/CDC.2011.6160231. http://hdl.handle.net/2078.1/108487

33. Krings, Gautier; Dabin, David; Blondel, Vincent. Communities in a crime network. In: Proceedings of NetSci2011, 2011. http://hdl.handle.net/2078.1/108664

34. Expert, Paul; Evans, Tim S.; Blondel, Vincent; Lambiotte, Renaud. Beyond space for community detection in spatially embedded networks. In: Proceedings of the European Conference on Complex Systems ECCS, 2011. http://hdl.handle.net/2078.1/108661

35. Chang, Chia-Tche; Blondel, Vincent. Approximating the Joint Spectral Radius Using a Genetic Algorithm Framework. In: Proceedings of the 18th IFAC World Congress 2011, 2011, 978-3-902661-93-7, 8681-8686. doi:10.3182/20110828-6-IT-1002.01412. http://hdl.handle.net/2078.1/108566

36. Lopez-Martinez, Manuel; Delvenne, Jean-Charles; Blondel, Vincent. Energy-Aware Consensus for Networked Sampled MIMO Systems. In: Proceedings of the 18th IFAC World Congress, 2011, 978-3-902661-93-7. doi:10.3182/20110828-6-IT-1002.02589. http://hdl.handle.net/2078.1/108662

37. Traag, Vincent; Van Dooren, Paul; Nesterov, Yurii. Indirect Reciprocity Through Gossiping Can Lead to Cooperative Clusters. doi:10.1109/ALIFE.2011.5954642. http://hdl.handle.net/2078.1/80543

38. Chang, Chia-Tche; Blondel, Vincent. A genetic algorithm approach for the approximation of the joint spectral radius. In: Book of Abstracts 30th Benelux Meeting on Systems and Control, 2011, 978-90-902608-9-1, p. 105. http://hdl.handle.net/2078.1/108568

39. Mérindol, Pascal; Donnet, Benoit; Pansiot, Jean-Jacques; Luckie, Matthew; Hyun, Young. MERLIN: MEasure the Router Level of the INternet. In: proceedings of the Conference on Next Generation Internet (NGI 2011), I E E E, 2011, 978-1-4577-0915-9, p. 1-8. doi:10.1109/NGI.2011.5985865. http://hdl.handle.net/2078.1/88663

40. Krings, Gautier; Karsai, Marton; Saramäki, Jari; Blondel, Vincent. Finding a good window size for evolving graph analysis. In: Proceedings of the 29th Benelux Meeting on Systems and Control (BMSC10), 2010, p. TuM01. http://hdl.handle.net/2078.1/108666

41. Lopez-Martinez, Manuel; Delvenne, Jean-Charles; Blondel, Vincent. Energy-aware consensus algorithms in networked sampled systems. In: 2nd IFAC Workshop on Distributed Estimation and Control in Networked Systems, 2010, 978-3-902661-82-1. doi:10.3182/20100913-2-FR-4014.00029; 10.3182/20100913-2-FR-4014.00029. http://hdl.handle.net/2078.1/108669

42. Cason, Thomas; Absil, Pierre-Antoine; Van Dooren, Paul. Review of Similarity Matrices and Application to Subgraph Matching (abstract). In: Book of Abstracts of the 29th Benelux Meeting on Systems and Control, 2010, 109. http://hdl.handle.net/2078.1/91878

43. Browet, Arnaud; Van Dooren, Paul; Absil, Pierre-Antoine. Image segmentation and real-time video tracking using graph based techniques (abstract). In: Book of Abstracts of the 29th Benelux Meeting on Systems and Control, 2010, 978-90-8585-672-6, 101. http://hdl.handle.net/2078.1/91879

44. Csáji, Balázs Csanád; Jungers, Raphaël M.; Blondel, Vincent. PageRank Optimization in Polynomial Time by Stochastic Shortest Path Reformulation. In: Proceedings of the 21st International Conference on Algorithmic Learning Theory (Lecture Notes in Computer Science), Springer: Berlin Heidelberg, 2010, 978-3-642-16107-0, 89-103. doi:10.1007/978-3-642-16108-7_11. http://hdl.handle.net/2078.1/67340

45. Cason, Thomas; Absil, Pierre-Antoine; Blondel, Vincent; Van Dooren, Paul. A Unified Framework for Affine Graph Similarity. In: 19th International Symposium on Mathematical Theory of Networks and Systems, 2010, 978-963-311-370-7, 125-129. http://hdl.handle.net/2078.1/80544

46. Blondel, Vincent; Gurbuzbalaban, Mert; Megretski, Alexandre; Overton, Michael. Explicit solutions for root optimization of a polynomial family. In: Proceedings of the 49th IEEE Conference on Decision and Control, 2010, 978-1-4244-7745-6, p. 485-488. doi:10.1109/CDC.2010.5718074. http://hdl.handle.net/2078.1/108668

47. Be ne zit, F.; Blondel, Vincent; Thiran, Patrick; Tsitsiklis, John; Vetterli, M.. Weighted Gossip: Distributed Averaging Using Non-doubly Stochastic Matrices. In: 2010 IEEE International Symposium on Information Theory. ISIT 2010, IEEE, 2010, 978-1-4244-7890-3, 1753-1757. doi:10.1109/ISIT.2010.5513273. http://hdl.handle.net/2078.1/67361

48. Chang, Chia-Tche; Blondel, Vincent. A comparison of approximation algorithms for the joint spectral radius. In: Book of Abstracts 29th Benelux, 2010, 978-90-8585-672-6, 85. http://hdl.handle.net/2078.1/108570

49. Blondel, Vincent; Hendrickx, Julien; Tsitsiklis, John. Opinion dynamics for agents with opinion-dependent connections. In: Proceedings of the 49th IEEE Conference on Decision and Control (CDC 2010), 2010, 978-1-4244-7745-6, 6626-6632. doi:10.1109/CDC.2010.5717828. http://hdl.handle.net/2078.1/91716

50. Mauroy, A.; Hendrickx, Julien; Megretski, Alexander; Sepulchre, Rodolphe. Global analysis of Firing Maps. In: Proceedings of the 19th International Symposium on Mathematical Theory of Networks and Systems (MTNS2010), 2010. http://hdl.handle.net/2268/69740 ; http://hdl.handle.net/2078.1/91644

51. Goemans, M. X.; Jungers, Raphaël M.. The synchronizing probability function of an automaton. http://hdl.handle.net/2078.1/94171

52. Traag, Vincent; Nesterov, Yurii; Van Dooren, Paul. Exponential Ranking: taking into account negative links. http://hdl.handle.net/2078.1/80550


Book Chapters


1. Leclercq, Jean; Blondel, Vincent; Ferreras, Isabelle; De Woot, Philippe. « Des intellectuels engagés ». In: Chemins d'Utopie. Thomas More à Louvain 1516-2016 , Presses Universitaires de Louvain: Louvain-la-Neuve, 2015, p. 80-81. 978-2-87558-396-3. http://hdl.handle.net/2078.1/179234

2. Cason, Thomas; Absil, Pierre-Antoine; Van Dooren, Paul. Comparing Two Matrices by Means of Isometric Projections. In: Numerical Linear Algebra in Signals, Systems and Control (Lecture Notes in Electrical Engineering; xxx), Springer Verlag, 2011, 77-93. 978-94-007-0602-6. doi:10.1007/978-94-007-0602-6_4. http://hdl.handle.net/2078.1/80456

3. Aynaud, Thomas; Blondel, Vincent; Guillaume, Jean-Loup; Lambiotte, Renaud. Optimisation locale multi-niveaux de la modularité. In: Partitionnement de graphe : optimisation et applications , Hermes Science, 2010. 2-7462-3005-4. http://hdl.handle.net/2078.1/108655

4. Blondel, Vincent; Jungers, Raphaël M.. Extremal matrix products and the finiteness property. In: Combinatorics, Automata, and Number Theory , Cambridge University Press, 2010. 978-0-521-51597-9. http://hdl.handle.net/2078.1/90970