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Detecting change points in the large-scale structure of evolving networks

5 March 2014

Papers citing "Detecting change points in the large-scale structure of evolving networks"

34 / 34 papers shown

Title
HLSAD: Hodge Laplacian-based Simplicial Anomaly Detection Florian Frantzen Michael T. Schaub 43 0 0 30 May 2025
Laplacian Change Point Detection for Single and Multi-view Dynamic Graphs Shenyang Huang Samy Coulombe Yasmeen Hitti Reihaneh Rabbany Guillaume Rabusseau 57 10 0 02 Feb 2023
Latent Evolution Model for Change Point Detection in Time-varying Networks Yongshun Gong Xue Dong Jian Zhang Meng Chen 63 13 0 17 Dec 2022
Anomaly Detection in Multiplex Dynamic Networks: from Blockchain Security to Brain Disease Prediction Ali Behrouz Margo Seltzer 61 20 0 15 Nov 2022
Neural network-based CUSUM for online change-point detection Tingnan Gong Junghwan Lee Xiuyuan Cheng Yao Xie 75 1 0 31 Oct 2022
Sequential change-point detection: Computation versus statistical performance Haoyun Wang Yao Xie AI4TS 71 8 0 11 Oct 2022
Graph similarity learning for change-point detection in dynamic networks Déborah Sulem Henry Kenlay Ning Zhang Xiaowen Dong 109 17 0 29 Mar 2022
Online Change Point Detection for Weighted and Directed Random Dot Product Graphs Bernardo Marenco P. Bermolen Marcelo Fiori Federico Larroca Gonzalo Mateos 71 12 0 26 Jan 2022
Change-Point Detection in Dynamic Networks with Missing Links F. Enikeeva Olga Klopp 49 12 0 28 Jun 2021
Sequential (Quickest) Change Detection: Classical Results and New Directions Liyan Xie Shaofeng Zou Yao Xie Venugopal V. Veeravalli AI4TS 83 100 0 09 Apr 2021
Optimality of Graph Scanning Statistic for Online Community Detection Liyan Xie Yao Xie 20 1 0 11 Feb 2021
F-FADE: Frequency Factorization for Anomaly Detection in Edge Streams Yen-Yu Chang Pan Li R. Sosič M. Afifi M. Schweighauser J. Leskovec 48 53 0 09 Nov 2020
Online Structural Change-point Detection of High-dimensional Streaming Data via Dynamic Sparse Subspace Learning Ruiyu Xu Jianguo Wu Xiaowei Yue Yongxiang Li 81 9 0 24 Sep 2020
Hierarchical community structure in networks Michael T. Schaub Jiaze Li Leto Peel 64 20 0 15 Sep 2020
Laplacian Change Point Detection for Dynamic Graphs Shenyang Huang Yasmeen Hitti Guillaume Rabusseau Reihaneh Rabbany 55 61 0 02 Jul 2020
The Four Dimensions of Social Network Analysis: An Overview of Research Methods, Applications, and Software Tools David Camacho Á. Panizo-Lledot Gema Bello Orgaz A. González-Pardo Min Zhang 125 249 0 21 Feb 2020
Equivalence relations and $L^p$ distances between time series with application to the Black Summer Australian bushfires Nick James Max Menzies AI4TS 22 7 0 07 Feb 2020
Anomaly Detection in Large Scale Networks with Latent Space Models Wesley Lee Tyler H. McCormick Joshua Neil Cole Sodja Yanran Cui 45 18 0 13 Nov 2019
Change-point detection in dynamic networks via graphon estimation Zifeng Zhao Li Chen Lizhen Lin 53 35 0 05 Aug 2019
Studying the Impact of Mood on Identifying Smartphone Users Khadija Zanna S. King T. Neal Shaun J. Canavan 12 0 0 27 Jun 2019
Monitoring dynamic networks: a simulation-based strategy for comparing monitoring methods and a comparative study Lisha Yu Inez M. Zwetsloot Nathaniel T. Stevens James D. Wilson K. Tsui 59 18 0 24 May 2019
A Probabilistic Framework to Node-level Anomaly Detection in Communication Networks B. L. Bars Argyris Kalogeratos 13 18 0 12 Feb 2019
Hierarchical community detection by recursive partitioning Tianxi Li Lihua Lei Sharmodeep Bhattacharyya Koen Van den Berge Purnamrita Sarkar Peter J. Bickel Elizaveta Levina 107 79 0 02 Oct 2018
Community detection in networks without observing edges Till Hoffmann Leto Peel R. Lambiotte N. Jones 40 52 0 18 Aug 2018
NEWMA: a new method for scalable model-free online change-point detection Nicolas Keriven Damien Garreau Iacopo Poli 90 40 0 21 May 2018
Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds Daniele Grattarola Daniele Zambon Cesare Alippi L. Livi GNN 75 41 0 16 May 2018
Concept Drift and Anomaly Detection in Graph Streams Daniele Zambon Cesare Alippi L. Livi 42 49 0 21 Jun 2017
Bayesian stochastic blockmodeling Tiago P. Peixoto 191 203 0 29 May 2017
Fast Change Point Detection on Dynamic Social Networks Yu Wang Aniket Chakrabarti David J Sivakoff Srinivasan Parthasarathy 44 53 0 20 May 2017
A supervised approach to time scale detection in dynamic networks Benjamin Fish R. Caceres 32 9 0 24 Feb 2017
Modeling sequences and temporal networks with dynamic community structures Tiago P. Peixoto M. Rosvall 45 124 0 15 Sep 2015
Detectability thresholds and optimal algorithms for community structure in dynamic networks Amir Ghasemian Pan Zhang A. Clauset Cristopher Moore Leto Peel 175 118 0 19 Jun 2015
Graph-based Anomaly Detection and Description: A Survey Leman Akoglu Hanghang Tong Danai Koutra OOD AI4TS 101 1,403 0 18 Apr 2014
Learning Latent Block Structure in Weighted Networks Christopher Aicher Abigail Z. Jacobs A. Clauset 161 311 0 02 Apr 2014