Motif-based spectral clustering of weighted directed networks

Motif-based spectral clustering of weighted directed networks

Clustering is an essential technique for network analysis, with applications in a diverse range of fields. Although spectral clustering is a popular and effective method, it fails to consider higher-order structure and can perform poorly on directed networks. One approach is to capture and cluster h...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид:	Underwood, WG, Elliott, A, Cucuringu, M
Формат:	Journal article
Хэл сонгох:	English
Хэвлэсэн:	SpringerOpen 2020

Ижил төстэй зүйлс

Motif-based spectral clustering of weighted directed networks
-н: William G. Underwood, зэрэг
Хэвлэсэн: (2020-09-01)

Motif adjacency matrix and spectral clustering of directed weighted networks
-н: Yike Wang, зэрэг
Хэвлэсэн: (2023-04-01)

Simple and scalable constrained clustering: a generalized spectral method
-н: Cucuringu, M
Хэвлэсэн: (2016)

Hermitian matrices for clustering directed graphs: insights and applications
-н: Cucuringu, M
Хэвлэсэн: (2019)

Core-periphery structure in directed networks
-н: Elliott, A, зэрэг
Хэвлэсэн: (2020)

An MBO scheme for clustering and semi-supervised clustering of signed networks
-н: Cucuringu, M, зэрэг
Хэвлэсэн: (2021)

Estimating Mixed Memberships in Directed Networks by Spectral Clustering
-н: Huan Qing
Хэвлэсэн: (2023-02-01)

MSGNN: a spectral graph neural network based on a novel magnetic signed Laplacian
-н: He, Y, зэрэг
Хэвлэсэн: (2022)

Detection of core-periphery structure in networks using spectral methods and geodesic paths
-н: Cucuringu, M, зэрэг
Хэвлэсэн: (2016)

Algorithmic complexity of motifs clusters superfamilies of networks
-н: Zenil, H, зэрэг
Хэвлэсэн: (2013)

Weighted network motifs as random walk patterns
-н: Francesco Picciolo, зэрэг
Хэвлэсэн: (2022-01-01)

Directed Network Comparison Using Motifs
-н: Chenwei Xie, зэрэг
Хэвлэсэн: (2024-01-01)

SSSNET: semi-supervised signed network clustering
-н: He, Y, зэрэг
Хэвлэсэн: (2022)

Clustering Vertex-Weighted Graphs by Spectral Methods
-н: Juan-Luis García-Zapata, зэрэг
Хэвлэсэн: (2021-11-01)

Random walk based conditional generative model for temporal networks with attributes
-н: Limnios, S, зэрэг
Хэвлэсэн: (2022)

SPONGE: A generalized eigenproblem for clustering signed networks
-н: Cucuringu, M, зэрэг
Хэвлэсэн: (2019)

Quantum Motif Clustering
-н: Chris Cade, зэрэг
Хэвлэсэн: (2023-07-01)

Detection and clustering of lead-lag networks for multivariate time series with an application to financial markets
-н: Bennett, S, зэрэг
Хэвлэсэн: (2022)

Lead–lag detection and network clustering for multivariate time series with an application to the US equity market
-н: Bennett, S, зэрэг
Хэвлэсэн: (2022)

The GNAR-edge model: a network autoregressive model for networks with time-varying edge weights
-н: Mantziou, A, зэрэг
Хэвлэсэн: (2023)

Motif-directed network component analysis for regulatory network inference
-н: Clarke Robert, зэрэг
Хэвлэсэн: (2008-02-01)

Spectral density-based clustering algorithms for complex networks
-н: Taiane Coelho Ramos, зэрэг
Хэвлэсэн: (2023-03-01)

Weighted directed clustering: Interpretations and requirements for heterogeneous, inferred, and measured networks
-н: Tanguy Fardet, зэрэг
Хэвлэсэн: (2021-11-01)

Biocaiv: an integrative webserver for motif-based clustering analysis and interactive visualization of biological networks
-н: Dong-Xu Li, зэрэг
Хэвлэсэн: (2023-11-01)

Correlation matrix clustering for statistical arbitrage portfolios
-н: Jin, Q, зэрэг
Хэвлэсэн: (2023)

Kernel Spectral Clustering for Big Data Networks
-н: Johan A.K. Suykens, зэрэг
Хэвлэсэн: (2013-05-01)

Anomaly detection in networks with application to financial transaction networks
-н: Elliott, A, зэрэг
Хэвлэсэн: (2019)

Hypergraphs with edge-dependent vertex weights: p-Laplacians and spectral clustering
-н: Yu Zhu, зэрэг
Хэвлэсэн: (2023-02-01)

Detection of Depression Using Weighted Spectral Graph Clustering With EEG Biomarkers
-н: Shreeya Garg, зэрэг
Хэвлэсэн: (2023-01-01)

WEIGHTED LAPLACIANS OF GRIDS AND THEIR APPLICATION FOR INSPECTION OF SPECTRAL GRAPH CLUSTERING METHODS
-н: MIECZYSŁAW KŁOPOTEK, зэрэг
Хэвлэсэн: (2021-07-01)

Directed network motifs in Alzheimer's disease and mild cognitive impairment.
-н: Eric J Friedman, зэрэг
Хэвлэсэн: (2015-01-01)

DAMNETS: a deep autoregressive model for generating Markovian network time series
-н: Clarkson, J, зэрэг
Хэвлэсэн: (2022)

Fragility of spectral clustering for networks with an overlapping structure
-н: Chihiro Noguchi, зэрэг
Хэвлэсэн: (2020-10-01)

Fuzzy Divergence Weighted Ensemble Clustering With Spectral Learning Based on Random Projections for Big Data
-н: Ines Lahmar, зэрэг
Хэвлэсэн: (2024-01-01)

Generation of typical wind power scenarios based on spectral normalization generative adversarial networks and spectral clustering
-н: MENG Fanbin, зэрэг
Хэвлэсэн: (2024-12-01)

Social Network Analysis Based on Network Motifs
-н: Xu Hong-lin, зэрэг
Хэвлэсэн: (2014-01-01)

Clustering assessment in weighted networks
-н: Argimiro Arratia, зэрэг
Хэвлэсэн: (2021-06-01)

Attribute Graph Clustering Based on Self-Supervised Spectral Embedding Network
-н: Xiaolin Ning, зэрэг
Хэвлэсэн: (2023-01-01)

Clustering Uniswap v3 traders from their activity on multiple liquidity pools, via novel graph embeddings
-н: Miori, D, зэрэг
Хэвлэсэн: (2024)

A multi-view clustering algorithm for attributed weighted multi-edge directed networks
-н: Khameneh, Azadeh Zahedi, зэрэг
Хэвлэсэн: (2022)