A network classification method based on density time evolution patterns extracted from network automata

[1]  Y. Demiris,et al.  Dual-branch spatio-temporal graph neural networks for pedestrian trajectory prediction , 2023, Pattern Recognition.

[2]  Leonardo F. S. Scabini,et al.  RADAM: Texture Recognition through Randomized Aggregated Encoding of Deep Activation Maps , 2023, Pattern Recognit..

[3]  O. Bruno,et al.  Using deterministic tourist walk as a small-world metric on Watts-Strogatz networks , 2023, SSRN Electronic Journal.

[4]  P. Erdos,et al.  On random graphs. I. , 2022, Publicationes Mathematicae Debrecen.

[5]  A. Das,et al.  Graph based ensemble classification for crime report prediction , 2022, Appl. Soft Comput..

[6]  Angélica S. Mata,et al.  Complex Networks: a Mini-review , 2020, Brazilian Journal of Physics.

[7]  Leonardo F. S. Scabini,et al.  Social interaction layers in complex networks for the dynamical epidemic modeling of COVID-19 in Brazil , 2020, Physica A: Statistical Mechanics and its Applications.

[8]  Odemir Martinez Bruno,et al.  Life-Like Network Automata descriptor based on binary patterns for network classification , 2020, Inf. Sci..

[9]  Odemir M. Bruno,et al.  Spatio-spectral networks for color-texture analysis , 2019, Inf. Sci..

[10]  Odemir Martinez Bruno,et al.  Fusion of complex networks and randomized neural networks for texture analysis , 2018, Pattern Recognit..

[11]  Yixin Chen,et al.  An End-to-End Deep Learning Architecture for Graph Classification , 2018, AAAI.

[12]  Odemir Martinez Bruno,et al.  Exploring Spatio-temporal Dynamics of Cellular Automata for Pattern Recognition in Networks , 2016, Scientific Reports.

[13]  Diego R. Amancio,et al.  Authorship attribution based on Life-Like Network Automata , 2016, PloS one.

[14]  Tolga Tasdizen,et al.  Network modeling of Arctic melt ponds , 2016 .

[15]  E Estevez-Rams,et al.  Lempel-Ziv complexity analysis of one dimensional cellular automata. , 2015, Chaos.

[16]  Minoru Kanehisa,et al.  KEGG as a reference resource for gene and protein annotation , 2015, Nucleic Acids Res..

[17]  Christopher S. Poultney,et al.  A physical sciences network characterization of non-tumorigenic and metastatic cells , 2013, Scientific Reports.

[18]  André Ricardo Backes,et al.  Texture descriptor based on partially self-avoiding deterministic walker on networks , 2012, Expert Syst. Appl..

[19]  Marc-Thorsten Hütt,et al.  Cellular Automata on Graphs: Topological Properties of ER Graphs Evolved towards Low-Entropy Dynamics , 2012, Entropy.

[20]  André Ricardo Backes,et al.  A Complex Network-Based Approach for Texture Analysis , 2010, CIARP.

[21]  Potsdam,et al.  Complex networks in climate dynamics. Comparing linear and nonlinear network construction methods , 2009, 0907.4359.

[22]  O. Sporns,et al.  Complex brain networks: graph theoretical analysis of structural and functional systems , 2009, Nature Reviews Neuroscience.

[23]  C. Marr,et al.  Outer-totalistic cellular automata on graphs , 2008, 0812.2408.

[24]  Shlomo Havlin,et al.  Energy-landscape network approach to the glass transition , 2008, 0808.2203.

[25]  J. Onnela,et al.  Network Automata: Coupling Structure and Function in Dynamic Networks , 2007, Adv. Complex Syst..

[26]  Jing Zhao,et al.  Complex networks theory for analyzing metabolic networks , 2006, q-bio/0603015.

[27]  T. Vicsek,et al.  Uncovering the overlapping community structure of complex networks in nature and society , 2005, Nature.

[28]  L. da F. Costa,et al.  Characterization of complex networks: A survey of measurements , 2005, cond-mat/0505185.

[29]  J. Wojcik,et al.  The protein–protein interaction map of Helicobacter pylori , 2001, Nature.

[30]  R. Albert,et al.  The large-scale organization of metabolic networks , 2000, Nature.

[31]  Albert,et al.  Emergence of scaling in random networks , 1999, Science.

[32]  Marti A. Hearst.  Trends & Controversies: Support Vector Machines , 1998, IEEE Intell. Syst..

[33]  Duncan J. Watts,et al.  Collective dynamics of ‘small-world’ networks , 1998, Nature.

[34]  BERNARD M. WAXMAN,et al.  Routing of multipoint connections , 1988, IEEE J. Sel. Areas Commun..

[35]  S. Wolfram.  Statistical mechanics of cellular automata , 1983 .

[36]  Qingyun Sun,et al.  Higher-order memory guided temporal random walk for dynamic heterogeneous network embedding , 2023, Pattern Recognition.

[37]  Leonardo F. S. Scabini,et al.  Deep Topological Embedding with Convolutional Neural Networks for Complex Network Classification , 2022, International School and Conference on Network Science X.

[38]  Hailin Li,et al.  Multivariate time series clustering based on complex network , 2021, Pattern Recognit..

[39]  André Ricardo Backes,et al.  Texture analysis and classification: A complex network-based approach , 2013, Inf. Sci..

[40]  Marc-Thorsten Huett,et al.  Topology regulates pattern formation capacity of binary cellular automata on graphs , 2008 .

[41]  Sang Joon Kim,et al.  A Mathematical Theory of Communication , 2006 .

[42]  Marco Tomassini,et al.  Evolution and Dynamics of Small-World Cellular Automata , 2005, Complex Syst..

[43]  Master Gardener,et al.  Mathematical games: the fantastic combinations of john conway's new solitaire game "life , 1970 .