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Journal Articles
1. Colla, Sébastien; Hendrickx, Julien. Automatic Performance Estimation for Decentralized Optimization. In: IEEE Transactions on Automatic Control, (2023). (Accepté/Sous presse). http://hdl.handle.net/2078.1/273038
2. Houssiau, Florimond; Liénart, Thibaut; Hendrickx, Julien; de Montjoye, Yves-Alexandre. Web Privacy: A Formal Adversarial Model for Query Obfuscation. In: IEEE Transactions on Information Forensics and Security, Vol. 18, p. 2132-2143 (2023). doi:10.1109/tifs.2023.3262123. http://hdl.handle.net/2078.1/278124
3. Hendrickx, Julien; Gerencsér, Balázs. Trajectory convergence from coordinate-wise decrease of general energy functions. In: Automatica, Vol. 154, p. 111099 (2023). doi:10.1016/j.automatica.2023.111099. http://hdl.handle.net/2078.1/276070
4. Pinto, Samuel c.; Welikala, Shirantha; Andersson, Sean B.; Hendrickx, Julien; Cassandras, Christos G. Minimax Persistent Monitoring of a Network System. In: Automatica (Online), Vol. 149, p. 110808 (2022). doi:10.48550/arXiv.2201.06607. http://hdl.handle.net/2078.1/269250
5. Monnoyer De Galland De Carnières, Charles; Hendrickx, Julien. Fundamental Performance Limitations for Average Consensus in Open Multi-Agent Systems. In: IEEE Transactions on Automatic Control, (2022). (Accepté/Sous presse). http://hdl.handle.net/2078.1/257419
6. Dopico, Froilán M.; Quintana, María C.; Van Dooren, Paul. Diagonal Scalings for the Eigenstructure of Arbitrary Pencils. In: SIAM Journal on Matrix Analysis and Applications, Vol. 43, no.3, p. 1213-1237 (2022). doi:10.1137/20m1364011. http://hdl.handle.net/2078.1/272663
7. Barbarino, Giovanni; Noferini, Vanni; Van Dooren, Paul. Role extraction for digraphs via neighborhood pattern similarity. In: Physical Review E, Vol. 106, no.5 (2022). doi:10.1103/physreve.106.054301. http://hdl.handle.net/2078.1/272680
8. Laudadio, Teresa; Mastronardi, Nicola; Van Dooren, Paul. Computing Gaussian quadrature rules with high relative accuracy. In: Numerical Algorithms, Vol. 92, no.1, p. 767-793 (2022). doi:10.1007/s11075-022-01297-9. http://hdl.handle.net/2078.1/272678
9. Németh, Ákos; Harangi, Mariann; Daroczy, Balint Zoltan; Juhász, Lilla; Paragh, György; Fülöp, Péter. Identifying Patients with Familial Chylomicronemia Syndrome Using FCS Score-Based Data Mining Methods. In: Journal of Clinical Medicine, Vol. 11, no.15, p. 4311 (2022). doi:10.3390/jcm11154311. http://hdl.handle.net/2078.1/264499
10. Dopico, Froilán M.; Quintana, María C.; Van Dooren, Paul. Strongly Minimal Self-Conjugate Linearizations for Polynomial and Rational Matrices. In: SIAM Journal on Matrix Analysis and Applications, Vol. 43, no.3, p. 1354-1381 (2022). doi:10.1137/21m1453542. http://hdl.handle.net/2078.1/272674
11. Dopico, Froilán M.; Marcaida, Silvia; Quintana, María C.; Van Dooren, Paul. Block full rank linearizations of rational matrices. In: Linear and Multilinear Algebra, , p. 1-31 (2022). doi:10.1080/03081087.2022.2033151. http://hdl.handle.net/2078.1/272660
12. Altafini, Claudio; Como, Giacomo; Hendrickx, Julien; Olshevsky, Alexander; Tahbaz-Salehi, Alireza. Guest Editorial Special Issue on Dynamics and Behaviors in Social Networks. In: IEEE Transactions on Control of Network Systems, Vol. 9, no.3, p. 1053-1055 (2022). doi:10.1109/tcns.2022.3198831. http://hdl.handle.net/2078.1/269316
13. Mehdifar, Farhad; Bechlioulis, Charalampos P; Hendrickx, Julien; Dimarogonas, Dimos V. 2-D Directed Formation Control Based on Bipolar Coordinates. In: IEEE Transactions on Automatic Control, p. 1-16 (2022). doi:10.1109/TAC.2022.3206603. http://hdl.handle.net/2078.1/269289
14. Mei, Wenjun; Bullo, Francesco; Chen, Ge; Hendrickx, Julien; Dörfler, Florian. Micro-foundation of opinion dynamics: Rich consequences of the weighted-median mechanism. In: Physical Review Research, Vol. 4, no.2 (2022). doi:10.1103/physrevresearch.4.023213. http://hdl.handle.net/2078.1/269306
15. Daroczy, Balint Zoltan. Gaussian Perturbations in ReLU Networks and the Arrangement of Activation Regions. In: Mathematics, Vol. 10, no.7, p. 1123 (2022). doi:10.3390/math10071123. http://hdl.handle.net/2078.1/259924
16. Shi, Mingming. Distributed estimation of time varying bias in relative state measurements. In: IEEE Transactions on Automatic Control, , p. 1-1 (2021). doi:10.1109/tac.2021.3115429 (Accepté/Sous presse). http://hdl.handle.net/2078.1/252081
17. Mehrmann, Volker; Van Dooren, Paul. Structured Backward Errors for Eigenvalues of Linear Port-Hamiltonian Descriptor Systems. In: SIAM Journal on Matrix Analysis and Applications, Vol. 42, no.1, p. 1-16 (2021). doi:10.1137/20m1344184. http://hdl.handle.net/2078.1/242981
18. Heroy, Samuel; Loaiza Saa, Isabella; Pentland, Alex; O’Clery, Neave. COVID-19 policy analysis: labour structure dictates lockdown mobility behaviour. In: Journal of The Royal Society Interface, Vol. 18, no.176 (2021). doi:10.1098/rsif.2020.1035. http://hdl.handle.net/2078.1/244781
19. Marchand, Melissa; Gallivan, Kyle; Huang, Wen; Van Dooren, Paul. Analysis of the Neighborhood Pattern Similarity Measure for the Role Extraction Problem. In: SIAM Journal on Mathematics of Data Science, Vol. 3, no.2, p. 736-757 (2021). doi:10.1137/20m1358785. http://hdl.handle.net/2078.1/272434
20. Nyéki, Anikó; Kerepesi, Csaba; Daroczy, Balint Zoltan; Benczúr, A; Milics, G; Nagy, J; Harsányi, E; Kovács, A.J.; Neményi, M. Application of spatio-temporal data in site-specific maize yield prediction with machine learning methods. In: Precision agriculture, (2021). doi:10.1007/s11119-021-09833-8 (Accepté/Sous presse). http://hdl.handle.net/2078.1/249754
21. Bankmann, Daniel; Mehrmann, Volker; Nesterov, Yurii; Van Dooren, Paul. Computation of the Analytic Center of the Solution Set of the Linear Matrix Inequality Arising in Continuous- and Discrete-Time Passivity Analysis. In: Vietnam Journal of Mathematics, Vol. 48, no.4, p. 633-659 (2020). doi:10.1007/s10013-020-00427-x. http://hdl.handle.net/2078.1/242849
22. Benner, Peter; Goyal, Pawan; Van Dooren, Paul. Identification of port-Hamiltonian systems from frequency response data. In: Systems & Control Letters, Vol. 143, p. 104741 (2020). doi:10.1016/j.sysconle.2020.104741. http://hdl.handle.net/2078.1/242854
23. Mehrmann, Volker; Van Dooren, Paul. Optimal Robustness of Port-Hamiltonian Systems. In: SIAM Journal on Matrix Analysis and Applications, Vol. 41, no.1, p. 134-151 (2020). doi:10.1137/19m1259092. http://hdl.handle.net/2078.1/242971
24. Mastronardi, Nicola; Van Dooren, Paul. On QZ steps with perfect shifts and computing the index of a differential-algebraic equation. In: IMA Journal of Numerical Analysis, (2020). doi:10.1093/imanum/draa049 (Accepté/Sous presse). http://hdl.handle.net/2078.1/242895
25. Dopico, Froilán M.; Marcaida, Silvia; Quintana, María C.; Van Dooren, Paul. Local linearizations of rational matrices with application to rational approximations of nonlinear eigenvalue problems. In: Linear Algebra and its Applications, Vol. 604, p. 441-475 (2020). doi:10.1016/j.laa.2020.07.004. http://hdl.handle.net/2078.1/242857
26. Hendrickx, Julien. Julien M. Hendrickx [People in Control]. In: IEEE Control Systems Magazine, Vol. 40, no.4, p. 21-22 (2020). doi:10.1109/MCS.2020.2990512. http://hdl.handle.net/2078.1/235005
27. Birpoutsoukis, Georgios; Hendrickx, Julien. Gaussian process regression for the estimation of stable univariate time-series processes. In: ESANN 2020 Proceedings, , p. P685-690 (2020). http://hdl.handle.net/2078.1/270619
28. Laudadio, Teresa; Mastronardi, Nicola; Van Dooren, Paul. Computing the eigenvectors of nonsymmetric tridiagonal matrices. In: Computational Mathematics and Mathematical Physics, Vol. 61, p. p. 733-749 (2021). (Accepté/Sous presse). http://hdl.handle.net/2078.1/242881
29. Dmytryshyn, Andrii; Johansson, Stefan; Kågström, Bo; Van Dooren, Paul. Geometry of Matrix Polynomial Spaces. In: Foundations of Computational Mathematics, , p. 1-28 (2019). doi:10.1007/s10208-019-09423-1. http://hdl.handle.net/2078.1/218206
30. Rocher, Luc; Hendrickx, Julien; de Montjoye, Yves-Alexandre. Estimating the success of re-identifications in incomplete datasets using generative models. In: Nature Communications, Vol. 10, no.1 (2019). doi:10.1038/s41467-019-10933-3. http://hdl.handle.net/2078.1/225321
31. Camps, Daan; Mastronardi, Nicola; Vandebril, Raf; Van Dooren, Paul. Swapping 2 × 2 blocks in the Schur and generalized Schur form. In: Journal of Computational and Applied Mathematics, (2019). doi:10.1016/j.cam.2019.05.022 (Accepté/Sous presse). http://hdl.handle.net/2078.1/224008
32. Gerencser, Balazs; Hendrickx, Julien. Improved mixing rates of directed cycles by added connection. In: Journal of Theoretical Probability, Vol. 32, no. 2, p. 684-701 (2019). doi:10.1007/s10959-018-0861-x. http://hdl.handle.net/2078.1/213943
33. Iutzeler, F.; Hendrickx, Julien. A generic online acceleration scheme for optimization algorithms via relaxation and inertia. In: Optimization Methods and Software, Vol. 34, no. 2, p. 383-405 (2019). doi:10.1080/10556788.2017.1396601. http://hdl.handle.net/2078.1/191988
34. Dopico, Froilán M.; Pérez, Javier; Van Dooren, Paul. Block minimal bases ℓ-ifications of matrix polynomials. In: Linear Algebra and its Applications, Vol. 562, p. 163-204 (2019). doi:10.1016/j.laa.2018.10.010. http://hdl.handle.net/2078.1/207917
35. Beattie, Christopher A.; Mehrmann, Volker; Van Dooren, Paul. Robust port-Hamiltonian representations of passive systems. In: Automatica, Vol. 100, p. 182-186 (2019). doi:10.1016/j.automatica.2018.11.013. http://hdl.handle.net/2078.1/207906
36. Dopico, Froilan M; Quintana, Maria C; Van Dooren, Paul. Linear system matrices of rational transfer functions. In: arXiv,. (Accepté/Sous presse). http://hdl.handle.net/2078.1/242866
37. Hendrickx, Julien; Gerencser, Balazs; Fidan, Baris. Trajectory convergence from coordinate-wise decrease of quadratic energy functions, and applications to platoons. In: IEEE Control Systems Letters, Vol. 4, no. 1, p. 151-156 (2019). doi:10.1109/LCSYS.2019.2922607. http://hdl.handle.net/2078.1/216598
38. 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
39. Mastronardi, Nicola; Van Dooren, Paul. The $QR$ Steps with Perfect Shifts. In: SIAM Journal on Matrix Analysis and Applications, Vol. 39, no.4, p. 1591-1615 (2018). doi:10.1137/17m1139321. http://hdl.handle.net/2078.1/218107
40. Dopico, Froilán M.; Lawrence, Piers W.; Pérez, Javier; Van Dooren, Paul. Block Kronecker linearizations of matrix polynomials and their backward errors. In: Numerische Mathematik, Vol. 140, no. 2, p. 373-426 (2018). doi:10.1007/s00211-018-0969-z. http://hdl.handle.net/2078.1/200798
41. Gerencser, Balazs; Hendrickx, Julien. Push sum with transmission failures. In: IEEE Transactions on Automatic Control, Vol. 64, no. 3, p. 1019-1033 (2018). doi:10.1109/TAC.2018.2836861. http://hdl.handle.net/2078.1/214050
42. Laudadio, Teresa; Mastronardi, Nicola; Van Dooren, Paul. The Generalized Schur Algorithm and Some Applications. In: Axioms, Vol. 7, no.4, p. 81 (2018). doi:10.3390/axioms7040081. http://hdl.handle.net/2078.1/207921
43. Dopico, Froilán M.; Pérez, Javier; Van Dooren, Paul. Structured backward error analysis of linearized structured polynomial eigenvalue problems. In: Mathematics of Computation, Vol. 88, p. 1189-1228 (2018). doi:10.1090/mcom/3360. http://hdl.handle.net/2078.1/200697
44. 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
45. 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
46. Dopico, Froilán M.; Van Dooren, Paul. Robustness and perturbations of minimal bases II: The case with given row degrees. In: Linear Algebra and its Applications, Vol. 576, p. 268-300 (2019). doi:10.1016/j.laa.2018.10.016. http://hdl.handle.net/2078.1/207904
47. de Montjoye, Yves-Alexandre; Farzanehfar, Ali; Hendrickx, Julien; Rocher, Luc. Solving artificial intelligence’s privacy problem. In: Field Actions Science Reports, , no.17, p. 80-83 (2017). http://hdl.handle.net/2078.1/225324
48. 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
49. 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
50. Massart, Estelle; Hendrickx, Julien; Absil, Pierre-Antoine. Matrix geometric means based on shuffled inductive sequences. In: Linear Algebra and Its Applications, Vol. 252, p. 334-359 (2018). doi:10.1016/j.laa.2017.05.036. http://hdl.handle.net/2078.1/185613
51. 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
52. 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
53. 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
54. 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
55. 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
56. 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
57. 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
58. 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
59. 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
60. 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
61. 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
62. 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
63. 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
64. Browet, Arnaud; Hendrickx, Julien; Sarlette, Alain. Incompatibility boundaries for properties of community partitions. In: IEEE Transactions on Network Science and Engineering, Vol. 5, no. 1. doi:10.1109/TNSE.2017.2671905. http://hdl.handle.net/2078.1/179872
65. 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
66. 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
67. 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
68. 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
69. 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
70. 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
71. 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
72. 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
73. 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
74. 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
75. 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
76. 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
77. 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
78. 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
79. 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
80. 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
81. 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
82. 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
83. 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
84. 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
85. 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
86. 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
87. 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
88. 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
89. 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
90. 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
91. 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
92. 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
93. 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
94. 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
95. 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
96. 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
97. 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
98. 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
99. 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
100. 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
101. 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
102. 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
103. 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
104. 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
105. 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
106. 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
107. 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
108. 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
109. 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
110. Hautphenne, Sophie; Krings, Gautier; Delvenne, Jean-Charles; Blondel, Vincent. Sensitivity analysis of epidemic networks. (2013). http://hdl.handle.net/2078.1/131362
111. 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
112. 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 (2013). doi:10.1016/j.physa.2012.11.040. http://hdl.handle.net/2078.1/117630
113. 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
114. 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
115. 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
116. 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
117. 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
118. 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
119. 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
120. 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
121. 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
122. 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
123. 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
124. 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
125. 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
126. 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
127. 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
128. 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
129. 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
130. 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
131. 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
132. 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
Conference Papers
1. Kamri, Ahmed Yassine; Hendrickx, Julien; Glineur, François. On the Worst-Case Analysis of Cyclic Coordinate-Wise Algorithms on Smooth Convex Functions. 2023 xxx. doi:10.23919/ECC57647.2023.10178198. http://hdl.handle.net/2078.1/276086
2. Vizuete Haro, Renato Sebastian; Monnoyer de Galland de Carnières, Charles; Hendrickx, Julien; Frasca, Paolo; Panteley, Elena. Resource allocation in open multi-agent systems: an online optimization analysis. In: 2022 IEEE 61st Conference on Decision and Control (CDC), I E E E, 2022, 978-1-6654-6762-9 xxx. doi:10.1109/cdc51059.2022.9993038. http://hdl.handle.net/2078.1/276090
3. Colla, Sébastien; Hendrickx, Julien. Automated Performance Estimation for Decentralized Optimization via Network Size Independent Problems. In: Proceedings of the IEEE Conference on Decision and Control, I E E E, 2022, p. 5185-5191 xxx. doi:10.48550/arXiv.2210.00695. http://hdl.handle.net/2078.1/269324
4. Vizuete Haro, Renato Sebastian; Monnoyer de Galland de Carnières, Charles; Hendrix, Julien; Frasca, Paolo; Panteley, Elena. Resource allocation in open multi-agent systems: an online optimization analysis. 2022 xxx. doi:10.48550/arXiv.2207.09316. http://hdl.handle.net/2078.1/269554
5. Shi, Mingming; Hendrickx, Julien. Energy savings alone cannot explain the emergence of birds echelon formations. In: Proceedings of the 60th IEEE Conference on Decision and Control (CDC) 2021, I E E E, 2021, 6957 - 6962 xxx. doi:10.1109/cdc45484.2021.9682910. http://hdl.handle.net/2078.1/258327
6. Legat, Antoine; Hendrickx, Julien. Path-Based Conditions for Local Network Identifiability. In: Proceedings of the 60th IEEE Conference on Decision and Control (CDC), IEEE, 2021, 3020-3025 xxx. doi:10.1109/cdc45484.2021.9683062. http://hdl.handle.net/2078.1/258323
7. Monnoyer De Galland De Carnières, Charles; Vizuete, Renato; Hendrickx, Julien; Frasca, Paolo; Panteley, Elena. Random coordinate descent algorithm for open multi-agent systems with complete topology and homogeneous agents. In: Proceedings of the 60th IEEE Conference on Decision and Control (CDC), IEEE, 2021, 1701-1708 xxx. http://hdl.handle.net/2078.1/258326
8. Colla, Sébastien; Hendrickx, Julien. Automated Worst-Case Performance Analysis of Decentralized Gradient Descent. In: Proceedings of the 60th IEEE Conference on Decision and Control (CDC), IEEE, 2021, 2623-2629 xxx. http://hdl.handle.net/2078.1/257427
9. Pinto, Samuel C.; Andersson, Sean B.; Hendrickx, Julien; Cassandras, Christos G.. A Semidefinite Programming Approach to Discrete-time Infinite Horizon Persistent Monitoring. In: Proceedings of the European Control Conference (ECC 21), I E E E, 2021, 978-1-6654-7945-5, p. 799-804 xxx. doi:10.23919/ecc54610.2021.9654916. http://hdl.handle.net/2078.1/270500
10. Pinto, Samuel C; Andersson, Sean B; Hendrickx, Julien; Cassandras, Christos G. Optimal Minimax Mobile Sensor Scheduling Over a Network. 2021 xxx. http://hdl.handle.net/2078.1/249179
11. Shi,Ming; Feng,Shuai; Ishii,Hideaki. Quantized State Feedback Stabilization of Nonlinear Systems Under DoS. 2020 xxx. http://hdl.handle.net/2078.1/238534
12. Pinto, Samuel C.; Andersson, Sean B.; Hendrickx, Julien; Cassandras, Christos G.. Optimal Periodic Multi-Agent Persistent Monitoring of a Finite Set of Targets with Uncertain States. In: Proceedings of the American Control Conference (ACC 20). p. 5207-5212 (2020). 2020 xxx. doi:10.23919/acc45564.2020.9147376. http://hdl.handle.net/2078.1/270623
13. Hendrickx, Julien; Olshevsky, Alex; Saligrama, Venkatesh. Minimax Rate for Learning From Pairwise Comparisons in the BTL Model. In: PMLR Proceedings of Machine Learning Research. Vol. 119, p. 4193-4202 (2020). 2020 xxx. http://hdl.handle.net/2078.1/249156
14. Hendrickx, Julien; Rabbat, Michael G. Stability of Decentralized Gradient Descent in Open Multi-Agent Systems. In: Proceedings of the 57th IEEE Conference on Decision and Control (CDC 2020). p. 4885-4890 (2020). 2020 xxx. http://hdl.handle.net/2078.1/249172
15. Legat, Antoine; Hendrickx, Julien. Local Network Identifiability with Partial Excitation and Measurement. In: Proceedings of the 57th IEEE Conference on Decision and Control (CDC 2020). p. 4342-4347 (2020). 2020 xxx. http://hdl.handle.net/2078.1/249174
16. Shi, Mingming. Resilient asynchronous rendezvous of second-order agents under communication noise. 2020 xxx. http://hdl.handle.net/2078.1/238535
17. Hendrickx, Julien; Olshevsky, Alex; Saligrama, venkatesh. MinimaxRank-1Factorization. In: Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS 2020). Vol. 108. 2020 xxx. http://hdl.handle.net/2078.1/225595
18. Pinto, Samuel C; Andersson, Sean B.; Hendrickx, Julien; Cassandras, Christos G.. Optimal Multi-Agent Persistent Monitoring of the Uncertain State of a Finite Set of Targets. In: IEEE Conference on Decision and Control, Including the Symposium on Adaptive Processes. Proceedings. p. 4280-4285 (2019). In: 2019 IEEE 58th Conference on Decision and Control (CDC), I E E E, 2019 xxx. doi:10.1109/cdc40024.2019.9029521. http://hdl.handle.net/2078.1/225355
19. Bazanella, Alexandre S; Gevers, Michel; Hendrickx, Julien. Network Identification with Partial Excitation and Measurement. In: IEEE Conference on Decision and Control, Including the Symposium on Adaptive Processes. Proceedings. p. 5500-5506 (2019). I E E E, 2019 xxx. http://hdl.handle.net/2078.1/225593
20. Bazanella, Alexandre S.; Gevers, Michel; Hendrickx, Julien. Network identification with partial excitation and measurement. In: 2019 IEEE 58th Conference on Decision and Control (CDC), IEEE, 2019, 9781728113982, p. 5500-5506 xxx. doi:10.1109/cdc40024.2019.9029909. http://hdl.handle.net/2078.1/249094
21. Hendrickx, Julien; Olchevsky, Alex; Saligrama, Venkatesh. Graph Resistance and Learning from Pairwise Comparisons. In: PMLR - Proceedings of Machine Learning Research. Vol. 97, p. 2702-2711. 2019 xxx. http://hdl.handle.net/2078.1/216593
22. Monnoyer de Galland de Carnières, Charles; Hendrickx, Julien. Lower bound performances for average consensus in open multi-agent systems. In: Proceedings of the 56th IEEE Conference on Decision and Control. p. 7429-7434. In: IEEE Xplore digital library (IEEE/IET Electronic Library), IEEE: Piscataway, 2019 xxx. doi:10.1109/CDC40024.2019.9029319. http://hdl.handle.net/2078.1/219690
23. Peel, Leto. Graph-based semi-supervised learning for relational networks. 2017 xxx. http://hdl.handle.net/2078.1/182929
24. 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 xxx. http://hdl.handle.net/2078.1/192016
25. 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 xxx. http://hdl.handle.net/2078.1/192227
26. 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 xxx. http://hdl.handle.net/2078.1/192249
27. 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 xxx. http://hdl.handle.net/2078.1/192245
28. 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 xxx. doi:10.1109/CDC.2017.8263832. http://hdl.handle.net/2078.1/192237
29. 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 xxx. doi:10.4230/LIPIcs.MFCS.2017.40. http://hdl.handle.net/2078.1/196224
30. 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 xxx. doi:10.1007/978-3-319-68445-1_88. http://hdl.handle.net/2078.1/189747
31. Hendrickx, Julien; Martin, Samuel. Open Multi-Agent Systems : Gossiping with Deterministic Arrivals and Departures. 2016 xxx. doi:10.1109/ALLERTON.2016.7852357. http://hdl.handle.net/2078.1/179916
32. 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 xxx. doi:10.4230/LIPIcs.MFCS.2016.48. http://hdl.handle.net/2078.1/183000
33. 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 xxx. http://hdl.handle.net/2078.1/174443
34. 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 xxx. http://hdl.handle.net/2078.1/174442
35. 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 xxx. http://hdl.handle.net/2078.1/173104
36. 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 xxx. doi:10.1007/978-3-319-22360-5_11. http://hdl.handle.net/2078.1/182993
37. Gerencser, Balazs; Hendrickx, Julien; Van Dooren, Paul. Spectral gap of Markov chains on a cycle. In: Proceedings of ECC 2015, 2015 xxx. doi:10.1109/ECC.2015.7330635. http://hdl.handle.net/2078.1/158598
38. 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 xxx. doi:10.1109/i2mtc.2015.7151269. http://hdl.handle.net/2078.1/195985
39. 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 xxx. doi:10.1109/ALLERTON.2015.7446980. http://hdl.handle.net/2078.1/165799
40. 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 xxx. doi:10.1109/CDC.2015.7402864. http://hdl.handle.net/2078.1/165801
41. 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 xxx. doi:10.1109/CDC.2015.7402342. http://hdl.handle.net/2078.1/165800
42. Vankeerberghen, Guillaume; Hendrickx, Julien; Jungers, Raphaël M.; Wolsey, Laurence. An efficient technique for solving the scheduling of appliances in smart-home. 2014 xxx. http://hdl.handle.net/2078.1/141684
43. Chevalier, Pierre-Yves; Hendrickx, Julien; Jungers, Raphaël M.. A switched Systems approach to the decidability of consensus. 2014 xxx. http://hdl.handle.net/2078.1/144074
44. 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 xxx. http://hdl.handle.net/2078.1/144076
45. Browet, Arnaud; Van Dooren, Paul. Low-rank Similarity Measure for Role Model Extraction. 2014 xxx. http://hdl.handle.net/2078.1/143037
46. Hendrickx, Julien. A Lifting Approach to Models of Opinion Dynamics with Antagonisms. In: Proceedings of the 53rd IEEE Conference on Decision and Control, 2014 xxx. doi:10.1109/CDC.2014.7039711. http://hdl.handle.net/2078.1/153898
47. 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 xxx. doi:10.1109/CDC.2013.6760173. http://hdl.handle.net/2078.1/133461
48. 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 xxx. doi:10.1109/CDC.2013.6761064. http://hdl.handle.net/2078.1/133462
49. Frasca, Paolo; Hendrickx, Julien. Large network consensus is robust to packet losses and interferences. In: Proceedings of European Control Conference 2013. (2013). 2013 xxx. http://hdl.handle.net/2078.1/128418
50. 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 xxx. doi:10.3182/20130925-2-DE-4044.00028. http://hdl.handle.net/2078.1/131933
51. Hendrickx, Julien; Tsitsiklis, John N.. Convergence of cut-balanced continuous-time consensus systems. 2011 xxx. http://hdl.handle.net/2078.1/91900
52. Traag, Vincent; Van Dooren, Paul; Nesterov, Yurii. Indirect Reciprocity Through Gossiping Can Lead to Cooperative Clusters. 2011 xxx. doi:10.1109/ALIFE.2011.5954642. http://hdl.handle.net/2078.1/80543
53. Browet, Arnaud; Van Dooren, Paul; Absil, Pierre-Antoine. Community Detection for Hierarchical Image Segmentation. 2011 xxx. doi:10.1007/978-3-642-21073-0_32. http://hdl.handle.net/2078.1/80542
54. 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 xxx. doi:10.1109/CDC.2011.6160231. http://hdl.handle.net/2078.1/108487
55. 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 xxx. doi:10.3182/20110828-6-IT-1002.01412. http://hdl.handle.net/2078.1/108566
56. 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 xxx. http://hdl.handle.net/2078.1/108768
57. 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 xxx. http://hdl.handle.net/2078.1/108568
58. 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 xxx. doi:10.3182/20110828-6-IT-1002.02589. http://hdl.handle.net/2078.1/108662
59. Krings, Gautier; Dabin, David; Blondel, Vincent. Communities in a crime network. In: Proceedings of NetSci2011, 2011 xxx. http://hdl.handle.net/2078.1/108664
60. 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 xxx. http://hdl.handle.net/2078.1/108661
61. 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 xxx. doi:10.1109/NGI.2011.5985865. http://hdl.handle.net/2078.1/88663
62. Goemans, M. X.; Jungers, Raphaël M.. The synchronizing probability function of an automaton. 2010 xxx. http://hdl.handle.net/2078.1/94171
63. Traag, Vincent; Nesterov, Yurii; Van Dooren, Paul. Exponential Ranking: taking into account negative links. 2010 xxx. http://hdl.handle.net/2078.1/80550
64. 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 xxx. http://hdl.handle.net/2078.1/80544
65. 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 xxx. http://hdl.handle.net/2078.1/108570
66. 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 xxx. doi:10.3182/20100913-2-FR-4014.00029; 10.3182/20100913-2-FR-4014.00029. http://hdl.handle.net/2078.1/108669
67. 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 xxx. http://hdl.handle.net/2078.1/108666
68. 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 xxx. doi:10.1109/CDC.2010.5718074. http://hdl.handle.net/2078.1/108668
69. 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 xxx. doi:10.1007/978-3-642-16108-7_11. http://hdl.handle.net/2078.1/67340
70. 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 xxx. doi:10.1109/ISIT.2010.5513273. http://hdl.handle.net/2078.1/67361
71. 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 xxx. http://hdl.handle.net/2078.1/91878
72. 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 xxx. http://hdl.handle.net/2078.1/91879
73. 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 xxx. doi:10.1109/CDC.2010.5717828. http://hdl.handle.net/2078.1/91716
74. 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 xxx. http://hdl.handle.net/2078.1/91644 ; http://hdl.handle.net/2268/69740
Book Chapters
1. Vizuete Haro, Renato Sebastian; Monnoyer de Galland de Carnières, Charles; Frasca, Paolo; Panteley, Elena; Hendrickx, Julien. Trends and Questions in Open Multi-agent Systems. In: Hybrid and Networked Dynamical Systems : Lecture Notes in Control and Information Sciences , Springer, Cham, 2024, p. 219-252. 9783031495540. xxx xxx. doi:10.1007/978-3-031-49555-7_10. http://hdl.handle.net/2078.1/286630
2. de Kerchove D'Exaerde, Cristobald; Van Dooren, Paul. A voting system with a fixed point. In: New Trends in Analysis and Geometry , Cambridge Scholars Publishing, 2020, 2020, p. 1-13. 1527546128, 9781527546127. xxx xxx. http://hdl.handle.net/2078.1/242983
3. Mastronardi, Nicola; Taeter, Harold; Van Dooren, Paul. On Computing Eigenvectors of Symmetric Tridiagonal Matrices. In: Structured Matrices in Numerical Linear Algebra :Analysis, Algorithms and Applications , Springer International Publishing: Cham, 2019, p. 181-195. 9783030040871. xxx xxx. doi:10.1007/978-3-030-04088-8_9. http://hdl.handle.net/2078.1/226804
4. 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. xxx xxx. http://hdl.handle.net/2078.1/179234
5. 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. xxx xxx. doi:10.1007/978-94-007-0602-6_4. http://hdl.handle.net/2078.1/80456
6. 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. xxx xxx. http://hdl.handle.net/2078.1/108655
7. 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. xxx xxx. http://hdl.handle.net/2078.1/90970
Books
1. Bronchain, Olivier; Hendrickx, Julien; Massart, Clément; Olshevsky, Alex; Standaert, François-Xavier. Leakage Certification Revisited: Bounding Model Errors in Side-Channel Security Evaluations. Springer International Publishing, 2019. 978-3-030-26947-0. 713-737 pages. http://hdl.handle.net/2078.1/225995