Discrete Signal Processing on Graphs, IEEE Transactions on Signal Processing, vol.61, issue.7, pp.1644-1656, 2013. ,
DOI : 10.1109/TSP.2013.2238935
URL : http://arxiv.org/pdf/1210.4752.pdf
The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains, IEEE Signal Processing Magazine, vol.30, issue.3, pp.83-98, 2013. ,
DOI : 10.1109/MSP.2012.2235192
Wavelets on graphs via spectral graph theory, Applied and Computational Harmonic Analysis, vol.30, issue.2, pp.129-150, 2011. ,
DOI : 10.1016/j.acha.2010.04.005
URL : https://hal.archives-ouvertes.fr/inria-00541855
Perfect Reconstruction Two-Channel Wavelet Filter Banks for Graph Structured Data, IEEE Transactions on Signal Processing, vol.60, issue.6, pp.2786-2799, 2012. ,
DOI : 10.1109/TSP.2012.2188718
Spectral graph theory, 1997. ,
DOI : 10.1090/cbms/092
Discrete Calculus: Applied Analysis on Graphs for Computational Science, 2010. ,
DOI : 10.1007/978-1-84996-290-2
Dynamical processes on complex networks, 2008. ,
DOI : 10.1017/CBO9780511791383
Consensus + innovations distributed inference over networks: cooperation and sensing in networked systems, IEEE Signal Processing Magazine, vol.30, issue.3, pp.99-109, 2013. ,
DOI : 10.1109/MSP.2012.2235193
Local Spectral Analysis of the Cerebral Cortex: New Gyrification Indices, IEEE Transactions on Medical Imaging, vol.36, issue.3, pp.838-848, 2017. ,
DOI : 10.1109/TMI.2016.2633393
URL : https://hal.archives-ouvertes.fr/hal-01464151
Graph Fourier transform based on directed Laplacian, 2016 International Conference on Signal Processing and Communications (SPCOM), pp.1-5, 2016. ,
DOI : 10.1109/SPCOM.2016.7746675
URL : http://arxiv.org/abs/1601.03204
Multiresolution analysis of functions on directed networks, Wavelets and Sparsity XVII, 2017. ,
DOI : 10.1117/12.2274341.5581170158001
Laplacians and the Cheeger Inequality for Directed Graphs, Annals of Combinatorics, vol.9, issue.1, pp.1-19, 2005. ,
DOI : 10.1007/s00026-005-0237-z
URL : http://www.math.ucsd.edu/~fan/wp/dichee.pdf
Hermitian Laplacian matrix and positive of mixed graphs, Applied Mathematics and Computation, vol.269, pp.70-76, 2015. ,
DOI : 10.1016/j.amc.2015.07.045
On the Graph Fourier Transform for Directed Graphs, IEEE Journal of Selected Topics in Signal Processing, vol.11, issue.6, pp.796-811, 2017. ,
DOI : 10.1109/JSTSP.2017.2726979
A digraph fourier transform with spread frequency components, Proc. of IEEE Global Conf. on Signal and Information Processing, 2017. ,
Discrete Signal Processing on Graphs: Frequency Analysis, IEEE Transactions on Signal Processing, vol.62, issue.12, pp.3042-3054, 2014. ,
DOI : 10.1109/TSP.2014.2321121
URL : http://arxiv.org/pdf/1307.0468.pdf
Analyse fréquentielle et filtrage sur graphes dirigés, 26e Colloque sur le Traitement du Signal et des Images. GRETSI-2017, p.220, 2017. ,
Linear prediction on graphs based on autoregressive models, Graph Signal Processing Workshop, 2016. ,
Translation on Graphs: An Isometric Shift Operator, IEEE Signal Processing Letters, vol.22, issue.12, 2015. ,
DOI : 10.1109/LSP.2015.2488279
URL : https://hal.archives-ouvertes.fr/hal-01221562
Efficient Sampling Set Selection for Bandlimited Graph Signals Using Graph Spectral Proxies, IEEE Transactions on Signal Processing, vol.64, issue.14, pp.3775-3789, 2016. ,
DOI : 10.1109/TSP.2016.2546233
An Information Flow Model for Conflict and Fission in Small Groups, Journal of Anthropological Research, vol.33, issue.4, pp.452-473, 1977. ,
DOI : 10.1086/jar.33.4.3629752
Approximate fast graph Fourier transforms via multi-layer sparse approximations, IEEE Transactions on Signal and Information Processing over Networks, pp.1-1, 2017. ,
Analyzing the approximation error of the fast graph fourier transform, proceedings of the Asilomar Conference on Signals, Systems, and Computers, 2017. ,
Autoregressive Moving Average Graph Filtering, IEEE Transactions on Signal Processing, vol.65, issue.2, pp.274-288, 2017. ,
DOI : 10.1109/TSP.2016.2614793
Distributed Autoregressive Moving Average Graph Filters, IEEE Signal Processing Letters, vol.22, issue.11, pp.1931-1935, 2015. ,
DOI : 10.1109/LSP.2015.2448655
URL : http://ens.ewi.tudelft.nl/pubs/leus15spl.pdf
Infinite Impulse Response Graph Filters in Wireless Sensor Networks, Signal Processing Letters IEEE, vol.22, issue.8, pp.1113-1117, 2015. ,
Autoregressive moving average graph filter design, 6th Joint WIC/IEEE Symposium on Information Theory and Signal Processing in the Benelux, 2016. ,
Stationary Signal Processing on Graphs, IEEE Transactions on Signal Processing, vol.65, issue.13, pp.3462-3477, 2017. ,
DOI : 10.1109/TSP.2017.2690388
URL : https://infoscience.epfl.ch/record/214903/files/stationarity-paper.pdf
Stationary Graph Processes and Spectral Estimation, IEEE Transactions on Signal Processing, vol.65, issue.22, pp.5911-5926, 2017. ,
DOI : 10.1109/TSP.2017.2739099
Chebyshev polynomial approximation for distributed signal processing, 2011 International Conference on Distributed Computing in Sensor Systems and Workshops (DCOSS), pp.1-8, 2011. ,
DOI : 10.1109/DCOSS.2011.5982158
URL : http://arxiv.org/pdf/1105.1891.pdf
Compressive spectral clustering, Proceedings of the 33 rd International Conference on Machine Learning (ICML) JMLR: W&CP, 2016, pp.1002-1011 ,
URL : https://hal.archives-ouvertes.fr/hal-01320214
Accelerated filtering on graphs using Lanczos method Available: https://arxiv, p.4537, 1509. ,
Efficient Solution of Parabolic Equations by Krylov Approximation Methods, SIAM Journal on Scientific and Statistical Computing, vol.13, issue.5, pp.1236-1264, 1992. ,
DOI : 10.1137/0913071
Numerical Methods for Large Eigenvalue Problems, 2011. ,
DOI : 10.1137/1.9781611970739
Graph wavelets for spatial traffic analysis, INFOCOM 2003. Twenty-Second Annual Joint Conference of the IEEE Computer and Communications. IEEE Societies, pp.1848-1857, 2003. ,
DOI : 10.21236/ada442573
Diffusion wavelets, Applied and Computational Harmonic Analysis, vol.21, issue.1, pp.53-94, 2006. ,
DOI : 10.1016/j.acha.2006.04.004
URL : https://doi.org/10.1016/j.acha.2006.04.004
Multiscale wavelets on trees, graphs and high dimensional data: Theory and applications to semi supervised learning, Proceedings of the 27th International Conference on Machine Learning (ICML-10), pp.367-374, 2010. ,
Wavelets and filter banks, SIAM, 1996. ,
Diffusion polynomial frames on metric measure spaces Applied and Computational Harmonic Analysis, pp.329-353, 2008. ,
DOI : 10.1016/j.acha.2007.07.001
URL : https://doi.org/10.1016/j.acha.2007.07.001
Tight Wavelet Frames on Multislice Graphs, IEEE Transactions on Signal Processing, vol.61, issue.13, pp.3357-3367, 2013. ,
DOI : 10.1109/TSP.2013.2259825
URL : http://miplab.unige.ch/pub/leonardi1302p.pdf
Spectrum-Adapted Tight Graph Wavelet and Vertex-Frequency Frames, IEEE Transactions on Signal Processing, vol.63, issue.16, pp.1-1, 2015. ,
DOI : 10.1109/TSP.2015.2424203
URL : http://arxiv.org/pdf/1311.0897.pdf
Extending Classical Multirate Signal Processing Theory to Graphs???Part I: Fundamentals, IEEE Transactions on Signal Processing, vol.65, issue.2, pp.409-422, 2017. ,
DOI : 10.1109/TSP.2016.2617833
Circulant structures and graph signal processing, 2013 IEEE International Conference on Image Processing, pp.834-838, 2013. ,
DOI : 10.1109/ICIP.2013.6738172
URL : http://www.eecs.berkeley.edu/~venkyne/Publications_files/SPGraphs_v15.pdf
Splines and wavelets on circulant graphs, Applied and Computational Harmonic Analysis ,
DOI : 10.1016/j.acha.2017.10.002
A Multiscale Pyramid Transform for Graph Signals, IEEE Transactions on Signal Processing, vol.64, issue.8, pp.2119-2134, 2016. ,
DOI : 10.1109/TSP.2015.2512529
URL : http://infoscience.epfl.ch/record/210599/files/Shuman_et_al_Multiscale_Pyramid_Transform_Graph_Signals_v3.pdf
Oversampled Graph Laplacian Matrix for Graph Filter Banks, IEEE Transactions on Signal Processing, vol.62, issue.24, pp.6425-6437, 2014. ,
DOI : 10.1109/TSP.2014.2365761
URL : http://doi.org/10.1109/tsp.2014.2365761
Downsampling of Signals on Graphs Via Maximum Spanning Trees, IEEE Transactions on Signal Processing, vol.63, issue.1, pp.182-191, 2015. ,
DOI : 10.1109/TSP.2014.2369013
Local two-channel critically sampled filter-banks on graphs, 2010 IEEE International Conference on Image Processing, pp.333-336, 2010. ,
DOI : 10.1109/ICIP.2010.5651072
Intertwining wavelets or Multiresolution analysis on graphs through random forests, 2017. ,
Diffusion maps and coarse-graining: a unified framework for dimensionality reduction, graph partitioning, and data set parameterization, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.28, issue.9, pp.1393-1403, 2006. ,
DOI : 10.1109/TPAMI.2006.184
URL : http://www.cs.cmu.edu/~eairoldi/nets/public/lafo.lee.2006.pdf
Lean Algebraic Multigrid (LAMG): Fast Graph Laplacian Linear Solver, SIAM Journal on Scientific Computing, vol.34, issue.4, pp.499-522, 2012. ,
DOI : 10.1137/110843563
URL : http://www.wisdom.weizmann.ac.il/~achi/LOP168.pdf
Relaxation-Based Coarsening and Multiscale Graph Organization, Multiscale Modeling & Simulation, vol.9, issue.1, pp.407-423, 2011. ,
DOI : 10.1137/100791142
URL : http://www.mcs.anl.gov/uploads/cels/papers/P1741.pdf
Weighted Graph Cuts without Eigenvectors A Multilevel Approach Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol.29, issue.11, pp.1944-1957, 2007. ,
DOI : 10.1109/tpami.2007.1115
A Fast and High Quality Multilevel Scheme for Partitioning Irregular Graphs, SIAM Journal on Scientific Computing, vol.20, issue.1, pp.359-392, 1998. ,
DOI : 10.1137/S1064827595287997
Algorithms for hierarchical clustering: an overview Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, pp.86-97, 2012. ,
DOI : 10.1002/widm.1219
Modularity and community structure in networks, Proceedings of the National Academy of Sciences, vol.68, issue.6804, pp.8577-8582, 2006. ,
DOI : 10.1073/pnas.021544898
URL : http://www.pnas.org/content/103/23/8577.full.pdf
Community detection in graphs, Physics Reports, vol.486, issue.3-5, pp.75-174, 2010. ,
DOI : 10.1016/j.physrep.2009.11.002
URL : http://arxiv.org/pdf/0906.0612v1.pdf
Statistical mechanics of community detection, Physical Review E, vol.5, issue.1, p.16110, 2006. ,
DOI : 10.1088/0305-4470/20/11/001
Markov Dynamics as a Zooming Lens for Multiscale Community Detection: Non Clique-Like Communities and the Field-of-View Limit, PLoS ONE, vol.84, issue.2, p.32210, 2012. ,
DOI : 10.1371/journal.pone.0032210.g006
Graph Wavelets for Multiscale Community Mining, IEEE Transactions on Signal Processing, vol.62, issue.20, pp.5227-5239, 2014. ,
DOI : 10.1109/TSP.2014.2345355
Applied and computational harmonic analysis on graphs and networks, Wavelets and Sparsity XVI, pp.95-971, 2015. ,
DOI : 10.1117/12.2186921
Treelets???An adaptive multi-scale basis for sparse unordered data, The Annals of Applied Statistics, vol.2, issue.2, pp.435-471, 2008. ,
DOI : 10.1214/07-AOAS137
Data-Driven Tree Transforms and Metrics, IEEE Transactions on Signal and Information Processing over Networks, pp.1-1, 2017. ,
DOI : 10.1109/TSIPN.2017.2743561
Diffusion-driven multiscale analysis on manifolds and graphs: top-down and bottom-up constructions, Wavelets XI, p.59141, 2005. ,
DOI : 10.1117/12.616931
Graph Sparsification by Effective Resistances, SIAM Journal on Computing, vol.40, issue.6, pp.1913-1926, 2011. ,
DOI : 10.1137/080734029
URL : http://arxiv.org/pdf/0803.0929v1.pdf