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Bibliography

Major publications by the team in recent years
  • 1T. Begin, B. Baynat, I. Guérin-Lassous, T. Abreu.

    Performance analysis of multi-hop flows in IEEE 802.11 networks: A flexible and accurate modeling framework, in: Performance Evaluation, February 2016, vol. 96, pp. 12–32. [ DOI : 10.1016/j.peva.2015.12.003 ]

    https://hal.archives-ouvertes.fr/hal-01246822
  • 2A. Brandwajn, T. Begin.

    Multi-server preemptive priority queue with general arrivals and service times, in: Performance Evaluation, 2017. [ DOI : 10.1016/j.peva.2017.08.003 ]

    https://hal.inria.fr/hal-01581118
  • 3A. T. Giang, A. Busson, A. Lambert, D. Gruyer.

    Spatial capacity of IEEE 802.11p based VANET: models, simulations and experimentations, in: IEEE Transactions on Vehicular Technology, January 2015. [ DOI : 10.1109/TVT.2015.2474156 ]

    https://hal.archives-ouvertes.fr/hal-01217564
  • 4B. Girault, P. Gonçalves, É. Fleury.

    Translation on Graphs: An Isometric Shift Operator, in: IEEE Signal Processing Letters, December 2015, vol. 22, no 12, pp. 2416–2420. [ DOI : 10.1109/LSP.2015.2488279 ]

    https://hal.inria.fr/hal-01221562
  • 5M. Karsai, G. Iñiguez, K. Kaski, J. Kertész.

    Complex contagion process in spreading of online innovation, in: Journal of the Royal Society Interface, October 2014, vol. 11, 8 p, 20140694. [ DOI : 10.1098/rsif.2014.0694 ]

    https://hal.inria.fr/hal-01100359
  • 6T. Obadia, R. Silhol, L. Opatowski, L. Temime, J. Legrand, A. C. Thiébaut, J.-L. Herrmann, É. Fleury, D. Guillemot, P.-Y. Boelle.

    Detailed Contact Data and the Dissemination of Staphylococcus aureus in Hospitals, in: PLoS Computational Biology, 2015, vol. 11, no 3, on behalf of the I-Bird study Group. [ DOI : 10.1371/journal.pcbi.1004170 ]

    http://hal.upmc.fr/hal-01134050
  • 7M. Tizzoni, K. Sun, D. Benusiglio, M. Karsai, N. Perra.

    The Scaling of Human Contacts in Reaction-Diffusion Processes on Heterogeneous Metapopulation Networks, in: Scientific Reports, October 2015, vol. 5, no 15111.

    https://hal.inria.fr/hal-01100351
Publications of the year

Doctoral Dissertations and Habilitation Theses

  • 8E. Bautista.

    Laplacian Powers for Graph-Based Semi-Supervised Learning, Ecole Doctorale en Informatique et Mathématiques de Lyon, November 2019.

    https://hal.inria.fr/tel-02437253
  • 9M. Karsai.

    Computational Human Dynamics: People, Networks, and Collective Phenomena, Ecole normale supérieure de Lyon ; Laboratoire de l'Informatique du Parallélisme, April 2019, Habilitation à diriger des recherches.

    https://hal.inria.fr/tel-02151333

Articles in International Peer-Reviewed Journals

  • 10A. Baltzer, M. Karsai, C. Roth.

    Interactional and Informational Attention on Twitter, in: Information, August 2019, vol. 10, no 8, pp. 1-16. [ DOI : 10.3390/info10080250 ]

    https://halshs.archives-ouvertes.fr/halshs-02378190
  • 11E. Bautista, P. Abry, P. Gonçalves.

    Lγ -PageRank for Semi-Supervised Learning, in: Applied Network Science, 2019, pp. 1-20, forthcoming.

    https://hal.inria.fr/hal-02063780
  • 12T. Begin, A. Busson, I. Guérin-Lassous, A. Boukerche.

    Performance Analysis of Video on Demand in an IEEE 802.11p-based Vehicular Network, in: Computer Communications, August 2019, vol. 146, pp. 174-185. [ DOI : 10.1016/j.comcom.2019.08.006 ]

    https://hal.archives-ouvertes.fr/hal-02277855
  • 13M. Dehghan, W. Chu, P. Nain, D. Towsley, Z.-L. Zhang.

    Sharing Cache Resources among Content Providers: A Utility-Based Approach, in: IEEE/ACM Transactions on Networking, 2019, vol. 40, no 8, pp. 1-14. [ DOI : 10.1109/TNET.2018.2890512 ]

    https://hal.inria.fr/hal-01672961
  • 14A. Duval, T. Obadia, P.-Y. Boëlle, É. Fleury, J.-L. Herrmann, D. Guillemot, L. Temime, L. Opatowski.

    Close proximity interactions support transmission of ESBL-K. pneumoniae but not ESBL-E. coli in healthcare settings, in: PLoS Computational Biology, May 2019, vol. 15, no 5, e1006496 p. [ DOI : 10.1371/journal.pcbi.1006496 ]

    https://www.hal.inserm.fr/inserm-02153937
  • 15M. Foare, N. Pustelnik, L. Condat.

    Semi-Linearized Proximal Alternating Minimization for a Discrete Mumford-Shah Model, in: IEEE Transactions on Image Processing, 2019, pp. 1-13, forthcoming. [ DOI : 10.1109/TIP.2019.2944561 ]

    https://hal.archives-ouvertes.fr/hal-01782346
  • 16É. Guichard.

    Cartographie et visualisation, in: Annales des mines - Responsabilité et environnement, 2019, no 94, pp. 38-41.

    https://halshs.archives-ouvertes.fr/halshs-02097578
  • 17É. Guichard.

    Les nouveaux maîtres de l'écriture du monde, in: Contemporary French and Francophone Studies, 2019, vol. 23, no 4, pp. 1-9, forthcoming.

    https://hal.archives-ouvertes.fr/hal-02310616
  • 18F. Hua, C. Richard, C. Jie, H. Wang, P. Borgnat, P. Gonçalves.

    Designing Convex Combination of Graph Filters, in: IEEE Signal Processing Letters, 2019, forthcoming.

    https://hal.inria.fr/hal-02367868
  • 19J. Levy Abitbol, É. Fleury, M. Karsai.

    Optimal Proxy Selection for Socioeconomic Status Inference on Twitter, in: Complexity, May 2019, vol. 2019, pp. 1-15. [ DOI : 10.1155/2019/6059673 ]

    https://hal.inria.fr/hal-02388403
  • 20Y. Léo, C. Crespelle, É. Fleury.

    Non-altering time scales for aggregation of dynamic networks into series of graphs, in: Computer Networks, 2019, vol. 148, pp. 108-119. [ DOI : 10.1016/j.comnet.2018.11.006 ]

    https://hal.inria.fr/hal-01969504
  • 21F. Pinotti, É. Fleury, D. Guillemot, P.-Y. Böelle, C. Poletto.

    Host contact dynamics shapes richness and dominance of pathogen strains, in: PLoS Computational Biology, May 2019, vol. 15, no 5, e1006530 p. [ DOI : 10.1371/journal.pcbi.1006530 ]

    https://www.hal.inserm.fr/inserm-02153754
  • 22B. Ricaud, P. Borgnat, N. Tremblay, P. Gonçalves, P. Vandergheynst.

    Fourier could be a Data Scientist: from Graph Fourier Transform to Signal Processing on Graphs, in: Comptes Rendus Physique, September 2019, pp. 474-488. [ DOI : 10.1016/j.crhy.2019.08.003 ]

    https://hal.inria.fr/hal-02304584
  • 23S. Unicomb, G. Iñiguez, J. Kertész, M. Karsai.

    Reentrant phase transitions in threshold driven contagion on multiplex networks, in: Physical Review E , October 2019, vol. 100, no 4, pp. 1192-1199. [ DOI : 10.1103/PhysRevE.100.040301 ]

    https://hal.inria.fr/hal-02388406

International Conferences with Proceedings

  • 24L. Abdelwedoud, A. Busson, I. Guérin-Lassous, M. Foare.

    A Passive Method to Infer the Weighted Conflict Graph of an IEEE 802.11 Network, in: AdHoc-Now 2019 - 18th International Conference on Ad Hoc Networks and Wireless, Luxembourg, Luxembourg, October 2019, pp. 304-316. [ DOI : 10.1007/978-3-030-31831-4_21 ]

    https://hal.inria.fr/hal-02404943
  • 26R. Grünblatt, I. Guérin-Lassous, O. Simonin.

    Simulation and Performance Evaluation of the Intel Rate Adaptation Algorithm, in: MSWiM 2019 - 22nd ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, Miami Beach, United States, ACM, November 2019, pp. 27-34. [ DOI : 10.1145/3345768.3355921 ]

    https://hal.inria.fr/hal-02282508
  • 27S. Gupta, R. Gribonval, L. Daudet, I. Dokmanić.

    Don't take it lightly: Phasing optical random projections with unknown operators, in: NeurIPS 2019 - Thirty-third Conference on Neural Information Processing Systems, Vancouver, Canada, December 2019, pp. 1-13, https://arxiv.org/abs/1907.01703.

    https://hal.inria.fr/hal-02342280
  • 28N. K. Panigrahy, P. Basu, P. Nain, D. Towsley, A. Swami, K. S. Chan, K. K. Leung.

    Resource Allocation in One-dimensional Distributed Service Networks, in: MASCOTS 2019 - 27th IEEE International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, Rennes, France, October 2019, pp. 14-26. [ DOI : 10.1109/MASCOTS.2019.00013 ]

    https://hal.inria.fr/hal-02267631
  • 29G. Vardoyan, S. Guha, P. Nain, D. Towsley.

    On the Capacity Region of Bipartite and Tripartite Entanglement Switching and Key Distribution, in: QCRYPT 2019 - 9th International Conference on Quantum Cryptography, Montreal, Canada, August 2019, pp. 1-3.

    https://hal.inria.fr/hal-02424441

National Conferences with Proceedings

  • 30D. Barbe, P. Borgnat, P. Gonçalves, M. Sebban.

    Transport Optimal sous Contrainte de Régularité pour l'Adaptation de Domaines entre Graphes avec Attributs, in: GRETSI 2019 - XXVIIème Colloque francophonede traitement du signal et des images, Lille, France, August 2019, pp. 1-4.

    https://hal.inria.fr/hal-02154883
  • 31G. Frusque, J. Jung, P. Borgnat, P. Gonçalves.

    Réduction de dimension tensorielle parcimonieuse: Application au clustering de connectivité fonctionnelle, in: GRETSI 2019 - XXVIIème Colloque francophonede traitement du signal et des images, Lille, France, August 2019, pp. 1-4.

    https://hal.inria.fr/hal-02154888
  • 32R. Grünblatt, I. Guérin-Lassous, O. Simonin.

    Study of the Intel WiFi Rate Adaptation Algorithm, in: CoRes 2019 - Rencontres Francophones sur la Conception de Protocoles, l’Évaluation de Performance et l’Expérimentation des Réseaux de Communication, Saint-Laurent-de-la-Cabrerisse, France, June 2019, pp. 1-4.

    https://hal.inria.fr/hal-02126333
  • 33M. Stojanova, T. Begin, P. Gonçalves.

    Traitement du signal sur graphe pour modéliser les WLANs, in: GRETSI 2019 - XXVIIème Colloque francophonede traitement du signal et des images, Lille, France, August 2019, pp. 1-4.

    https://hal.inria.fr/hal-02154891

Conferences without Proceedings

  • 34L. Abdelwedoud, A. Busson, I. Guérin-Lassous.

    Inférence des poids d'un graphe des conflits modélisant un réseau Wi-Fi, in: CoRes 2019 - Rencontres Francophones sur la Conception de Protocoles, l’Évaluation de Performance et l’Expérimentation des Réseaux de Communication, Saint-Laurent-de-la-Cabrerisse, France, June 2019, pp. 1-4.

    https://hal.archives-ouvertes.fr/hal-02122772
  • 35J. P. Astudillo León, T. Begin, A. Busson, L. J. de la Cruz Llopis.

    Towards a Distributed Congestion Control mechanism for Smart Grid Neighborhood Area Networks, in: PE-WASUN 2019 - Sixteenth ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, and Ubiquitous Networks, Miami, United States, ACM, November 2019.

    https://hal.archives-ouvertes.fr/hal-02309054
  • 36J.-P. Chevrot, J. Levy Abitbol, M. Karsai, J.-P. Magué, É. Fleury.

    Variations du (ne) négatif du français dans Twitter. Que peut apporter l’étude des données massives aux questions de sociolinguistique ?, in: CILPR 2019 - XXIXe Congrès international de linguistique et de philologie romanes, Copenhague, Denmark, July 2019.

    https://hal.archives-ouvertes.fr/hal-01970511
  • 37G. Frusque, J. Jung, P. Borgnat, P. Gonçalves.

    Sparse tensor dimensionality reduction with application to clustering of functional connectivity, in: Wavelets and Sparsity XVIII, San Diego, United States, SPIE, December 2019, 22 p. [ DOI : 10.1117/12.2529595 ]

    https://hal.archives-ouvertes.fr/hal-02399385
  • 38P. Stock, A. Joulin, R. Gribonval, B. Graham, H. Jégou.

    And the Bit Goes Down: Revisiting the Quantization of Neural Networks, in: ICLR 2020 - Eighth International Conference on Learning Representations, Addis-Abeba, Ethiopia, February 2020, pp. 1-11.

    https://hal.archives-ouvertes.fr/hal-02434572
  • 39M. Stojanova, T. Begin, A. Busson.

    Modélisation des réseaux IEEE 802.11 : Diviser pour régner, in: CoRes 2019 - Rencontres Francophones sur la Conception de Protocoles, l’Évaluation de Performance et l’Expérimentation des Réseaux de Communication, Saint Laurent de la Cabrerisse, France, June 2019, pp. 1-4.

    https://hal.archives-ouvertes.fr/hal-02121254

Scientific Books (or Scientific Book chapters)

  • 40É. Guichard.

    L'histoire et l'écriture numérique : approche technique, politique, épistémologique, in: Histoire et numérique, S. Lamassé, G. Bonnot (editors), Presses de la Sorbonne, 2019, pp. 1-18, forthcoming.

    https://hal.archives-ouvertes.fr/hal-01673099
  • 41É. Guichard.

    Digital Humanities do not exist, in: Amériques / Europe, les Humanités numériques en partage? Enjeux, innovations et perspectives, C. Illouz, A. Huerta (editors), Presses de l'université de la Rochelle, 2020, forthcoming.

    https://hal.archives-ouvertes.fr/hal-02403315
  • 42É. Guichard.

    Parler du virtuel aux temps du numérique, in: La technologie une et multiple, J.- C. Beaune, M. Salhab (editors), La technologie une et multiple, Université Libano-Française (ULF) et Éditions universitaires du Liban, 2020, forthcoming.

    https://hal.archives-ouvertes.fr/hal-02403360
  • 43T. Venturini, A. K. Munk, M. Jacomy.

    Actor-Network VS Network Analysis VS Digital Networks Are We Talking About the Same Networks?, in: DigitalSTS: A Handbook and Fieldguide, 2019.

    https://hal.archives-ouvertes.fr/hal-01672289
  • 44T. Venturini.

    The Fish Tank Complex of Social Modelling on Space and Time in Understanding Collective Dynamics, in: Frontiers of Social Science: A Philosophical Reflection, M. Nagatsu, A. Ruzzene (editors), Bloomsbury, May 2019.

    https://hal.archives-ouvertes.fr/hal-01672283

Other Publications

References in notes
  • 55R. Albert, A.-L. Barabási.

    Statistical mechanics of complex networks, in: Reviews of Modern Physics, 2002, vol. 74.
  • 56A.-L. Barabási.

    The origin of bursts and heavy tails in human dynamics, in: Nature, 2005, vol. 435, 207 p.
  • 57R. R. Coifman, S. Lafon, A. B. Lee, M. Maggioni, B. Nadler, F. Warner, S. W. Zucker.

    Geometric diffusions as a tool for harmonic analysis and structure definition of data: Diffusion maps, in: PNAS, 2005, vol. 102, no 21, pp. 7426-7431.
  • 58W. J. Fitzgerald, R. L. Smith, A. T. Walden.

    Nonlinear and Nonstationary Signal Processing, Cambridge University Press, Cambridge, 2001.
  • 59S. Fortunato.

    Community detection in graphs, in: Physics Reports, 2010, vol. 486, pp. 75-174.
  • 60G. Gaumont, M. Panahi, D. Chavalarias.

    Reconstruction of the socio-semantic dynamics of political activist Twitter networks – Method and application to the 2017 French presidential election, in: PLOS ONE, 2018.

    https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0201879
  • 61É. Guichard.

    La philosophie des techniques revue à l'aune de l'internet et du numérique, in: Le numérique en débat. Des nombres, des machines et des hommes, G. Chazal (editor), Éditions Universitaires de Dijon. Collection Sociétés, 2017, pp. 173–189, Preprint:http://barthes.enssib.fr/articles/Guichard-pensee-critique-culture-numerique-philo-technique.pdf.
  • 62P. Holme, J. Saramäki.

    Temporal networks, in: Physics Reports, 2012, vol. 519, pp. 97-125.
  • 63M. Karsai, M. Kivelä, R. K. Pan, K. Kaski, J. Kertész, A.-L. Barabási, J. Saramäki.

    Small But Slow World: How Network Topology and Burstiness Slow Down Spreading, in: Phys. Rev. E, 2011, vol. 83.
  • 64M. Karsai, N. Perra, A. Vespignani.

    A. Random Walks and Search in Time-Varying Networks, 2013, arXiv:1303.5966.
  • 65M. Kivelä, R. K. Pan, K. Kaski, J. Kertész, J. Saramäki, M. Karsai.

    Multiscale Analysis of Spreading in a Large Communication Network, in: J. Stat. Mech., 2012.
  • 66L. Kovanen, M. Karsai, K. Kaski, J. Kertész, J. Saramäki.

    Temporal motifs in time-dependent networks, in: J. Stat. Mech., 2011.
  • 67G. Krings, M. Karsai, S. Bernhardsson, V. Blondel, J. Saramäki.

    Effects of time window size and placement on the structure of an aggregated communication network, in: EPJ Data Science, 2012, vol. 1, no 4.
  • 68Z. Q. Luo, M. Gastpar, J. Liu, A. Swami.

    Distributed Signal Processing in Sensor Networks, in: IEEE Signal Processing Mag, 2006, vol. 23.
  • 69B. A. Miller, N. T. Bliss, P. J. Wolfe.

    Towards Signal Processing Theory for Graphs and Non-Euclidian Data, in: ICASSP, Dallas, IEEE, 2010.
  • 70G. Miritello, E. Moro, R. Lara.

    Dynamical strength of social ties in information spreading, in: Phys. Rev. E, 2011, vol. 83.
  • 71M. E. J. Newman.

    Networks: An Introduction,, Oxford University Press, 2010.
  • 72N. Perra, A. Baronchelli, D. Mocanu, B. Gonçalves, R. Pastor-Satorras, A. Vespignani.

    Random Walks and Search in Time-Varying Networks, in: Physical review letters, 2012, vol. 109.
  • 73N. Perra, B. Gonçalves, R. Pastor-Satorras, A. Vespignani.

    Activity driven modeling of time varying networks, in: Scientific Reports, 2012, vol. 2, no 469.
  • 74D. Shuman, S. Narang, P. Frossard, A. Ortega, P. Vandergheynst.

    The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains, in: Signal Processing Magazine, IEEE, May 2013, vol. 30, no 3, pp. 83–98.
  • 75G. Tibely, L. Kovanen, M. Karsai, K. Kaski, J. Kertész, J. Saramäki.

    Communities and beyond: mesoscopic analysis of a large social network with complementary methods, in: Phys. Rev. E, 2011, vol. 83.
  • 76Q. Wang, É. Fleury, T. Aynaud, J.-L. Guillaume.

    Communities in evolving networks: definitions, detection and analysis techniques, in: Dynamics of Time Varying Networks, N. Ganguly, A. Mukherjee, B. Mitra, F. Peruani, M. Choudhury (editors), Springer, 2012.

    http://hal.inria.fr/hal-00746195
  • 77A. S. Willsky.

    Multiresolution Statistical Models for Signal and Image Processing, in: Proceedings of the IEEE, 2002, vol. 90.
  • 78K. Zhao, M. Karsai, G. Bianconi.

    Entropy of Dynamical Social Networks, in: PLoS ONE, 2011, vol. 6, no 12.


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