Cover Image

Multilayer Artificial Benchmark for Community Detection (mABCD)

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kraiński, Łukasz, Czuba, Michał, Bródka, Piotr, Prałat, Paweł, Kamiński, Bogumił, Théberge, François
Format:	Preprint
Published:	2025
Subjects:	Social and Information Networks Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

The Multilayer Artificial Benchmark for Community Detection (mABCD)
by: Bródka, Piotr, et al.
Published: (2026)

Twinning Complex Networked Systems: Data-Driven Calibration of the mABCD Synthetic Graph Generator
by: Bródka, Piotr, et al.
Published: (2026)

Modularity Based Community Detection in Hypergraphs
by: Kamiński, Bogumił, et al.
Published: (2024)

The Artificial Benchmark for Community Detection with Outliers and Overlapping Communities (ABCD+$o^2$)
by: Barrett, Jordan, et al.
Published: (2025)

Predicting Properties of Nodes via Community-Aware Features
by: Kamiński, Bogumił, et al.
Published: (2023)

Identifying Super Spreaders in Multilayer Networks
by: Czuba, Michał, et al.
Published: (2025)

Rank-Refining Seed Selection Methods for Budget Constrained Influence Maximisation in Multilayer Networks under Linear Threshold Model
by: Czuba, Michał, et al.
Published: (2024)

A Pragmatic Method for Comparing Clusterings with Overlaps and Outliers
by: DeWolfe, Ryan, et al.
Published: (2026)

Improving community detection via community association strength scores
by: Barrett, Jordan, et al.
Published: (2025)

Applicability of the Minimal Dominating Set for Influence Maximization in Multilayer Networks
by: Czuba, Michał, et al.
Published: (2025)

Counting simplicial pairs in hypergraphs
by: Barrett, Jordan, et al.
Published: (2024)

Beyond Individual Influence: The Role of Echo Chambers and Community Seeding in the Multilayer three state q-Voter Model
by: Hołowacz, Igor, et al.
Published: (2026)

The Needle is a Thread: Finding Planted Paths in Noisy Process Trees
by: Le, Maya, et al.
Published: (2026)

The Elusive Nature of Roughness: Linking Hydraulics and Graph Theory for Water Distribution Networks Model Calibration
by: Dykiert, Karol, et al.
Published: (2026)

Network Embedding Exploration Tool (NEExT)
by: Dehghan, Ashkan, et al.
Published: (2025)

Graph Vertex Embeddings: Distance, Regularization and Community Detection
by: Nowak, Radosław, et al.
Published: (2024)

Detecting Patterns of Interaction in Temporal Hypergraphs via Edge Clustering
by: DeWolfe, Ryan, et al.
Published: (2025)

Network Diffusion -- Framework to Simulate Spreading Processes in Complex Networks
by: Czuba, Michał, et al.
Published: (2024)

Identifying Key Nodes for the Influence Spread using a Machine Learning Approach
by: Stolarski, Mateusz, et al.
Published: (2024)

A Comprehensive Review of Community Detection in Graphs
by: Li, Jiakang, et al.
Published: (2023)

Resampled Mutual Information for Clustering and Community Detection
by: Lim, Cheaheon
Published: (2024)

Learning for Detecting Norm Violation in Online Communities
by: Santos, Thiago Freitas dos, et al.
Published: (2021)

Principal Graph Encoder Embedding and Principal Community Detection
by: Shen, Cencheng, et al.
Published: (2025)

Towards Fair Graph Anomaly Detection: Problem, Benchmark Datasets, and Evaluation
by: Neo, Neng Kai Nigel, et al.
Published: (2024)

Graph Neural Networks for Source Detection: A Review and Benchmark Study
by: Sterchi, Martin, et al.
Published: (2025)

Representation learning in multiplex graphs: Where and how to fuse information?
by: Bielak, Piotr, et al.
Published: (2024)

Graph Encoder Ensemble for Simultaneous Vertex Embedding and Community Detection
by: Shen, Cencheng, et al.
Published: (2023)

VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates
by: Braun, Guillaume, et al.
Published: (2024)

The Role of Community Detection Methods in Performance Variations of Graph Mining Tasks
by: Ghosh, Shrabani, et al.
Published: (2025)

Community Detection by ELPMeans: An Unsupervised Approach That Uses Laplacian Centrality and Clustering
by: Momenzadeh, Shahin, et al.
Published: (2025)

Enhancing Community Detection in Networks: A Comparative Analysis of Local Metrics and Hierarchical Algorithms
by: Palacio-Niño, Julio-Omar, et al.
Published: (2024)

Simplify to Amplify: Achieving Information-Theoretic Bounds with Fewer Steps in Spectral Community Detection
by: Dharmawan, Sie Hendrata, et al.
Published: (2026)

Heuristic-Informed Mixture of Experts for Link Prediction in Multilayer Networks
by: La Cava, Lucio, et al.
Published: (2025)

Peer Interaction Dynamics and Second Language Learning Trajectories During Study Abroad: A Longitudinal Investigation Using Dynamic Computational Social Network Analysis
by: Michał B. Paradowski, et al.
Published: (2024)

The role of conformity in opinion dynamics modelling with multiple social circles
by: Stępień, Stanisław, et al.
Published: (2024)

Privacy-Preserving Community Detection for Locally Distributed Multiple Networks
by: Guo, Xiao, et al.
Published: (2023)

Community Detection Guarantees Using Embeddings Learned by Node2Vec
by: Davison, Andrew, et al.
Published: (2023)

The Spectral Barycentre of a Set of Graphs with Community Structure
by: Meyer, François G.
Published: (2025)

Community Detection in the Multi-View Stochastic Block Model
by: Zhang, Yexin, et al.
Published: (2024)

Exchangeable Random Measures for Sparse and Modular Graphs with Overlapping Communities
by: Todeschini, Adrien, et al.
Published: (2016)