Big Data Analysis with Signal Processing on Graphs: Representation and processing of massive data sets with irregular structure

10.1007/s11786-013-0156-7

10.1007/978-94-015-8196-7_17

acar, 0, Future directions in tensor-based computation and modeling, Rep NSF Workshop

dudgeon, 1983, Multidimensional Digital Signal Processing

hammack, 2011, Handbook of Product Graphs, 10.1201/b10959

imrich, 2008, Topics in Graph Theory Graphs and Their Cartesian Product, 10.1201/b10613

10.1145/2487575.2487675

10.1109/ALLERTON.2010.5707038

leskovec, 2010, Kronecker graphs: An approach to modeling networks, J Mach Learn Res, 11, 985

10.1504/IJCBDD.2009.030767

tenenbaum, 2000, A global geometric framework for nonlinear dimensionality reduction, Science, 290, 2319, 10.1126/science.290.5500.2319

10.1145/1273496.1273559

roweis, 2000, Nonlinear dimensionality reduction by locally linear embedding, Science, 290, 2323, 10.1126/science.290.5500.2323

10.1162/089976603321780317

10.1073/pnas.1031596100

10.1016/j.acha.2010.04.005

10.1109/TSP.2012.2188718

10.1109/MSP.2012.2235192

10.1109/TSP.2013.2238935

sandryhaila, 2014, Discrete signal processing on graphs: Frequency analysis, IEEE Trans Signal Processing, 62, 3042, 10.1109/TSP.2014.2321121

10.1109/TSP.2008.925261

10.1016/0165-1684(90)90158-U

10.1109/TKDE.2008.112

10.1090/S0025-5718-1965-0178586-1

10.1137/07070111X

10.1016/j.neuroimage.2004.03.039

10.1109/TSP.2007.907919

10.1016/j.neuroimage.2004.02.026

10.1109/78.852018

10.1109/78.824675

10.1137/060665336

10.1109/TSP.2007.908929

zikopoulos, 2012, Harness the Power of Big Data

10.1109/TSP.2008.925259

10.1137/100805777

lancaster, 1985, The Theory of Matrices

oppenheim, 1999, Discrete-Time Signal Processing

10.1109/MSP.2009.934155

mallat, 2008, A Wavelet Tour of Signal Processing

10.1017/S0004972700007760

10.1109/GlobalSIP.2013.6736923

10.1137/S009753970139272X

golub, 1996, Matrix Computations

10.1109/CGO.2009.33

10.1109/ICASSP.2013.6638850