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A Community Detection Model Based on Dynamic Propagation-Aware Multi-Hop Feature Aggregation [PDF]

Entropy
Community detection is a crucial technique for uncovering latent network structures, analyzing group behaviors, and understanding information dissemination pathways.
Chao Lei, Yuzhi Xiao, Sheng Jin, Tao Huang, Chuang Zhang, Meng Cheng   +5 more
doaj   +2 more sources

A Stochastic Approach to Generalized Modularity Based Community Detection [PDF]

Entropy
We study a stochastic approach to generalized modularity-based community detection by comparing two variants of the aforementioned approach to the standard modularity-based approach. In particular, we compare means and distributions. We also confirm that
James Tipton, Jordan Langston
doaj   +2 more sources

Extreme Value Statistics of Community Detection in Complex Networks with Reduced Network Extremal Ensemble Learning (RenEEL) [PDF]

Entropy
Arguably, the most fundamental problem in Network Science is finding structure within a complex network. Often, this is achieved by partitioning the network’s nodes into communities in a way that maximizes an objective function.
Tania Ghosh, Royce K. P. Zia, Kevin E. Bassler   +2 more
doaj   +2 more sources

A hybrid method for community detection based on user interactions, topology and frequent pattern mining [PDF]

مجله مدل سازی در مهندسی, 2023
In recent years, community detection in social networks has become one of the most important research areas. One of the ways to community detection is to use interactions between users. There are different types of interactions in social networks, which,
Somaye Sayari, Ali Harounabadi, Touraj Banirostam   +2 more
doaj   +1 more source

Evolutionary Analysis of International Student Mobility Based on Complex Networks and Semi-Supervised Learning

Frontiers in Physics, 2022
With the expansion of globalization, the internationalization of education has become an essential strategy for developing in various countries. To obtain higher education, more and more students decide to study abroad.
Mingwei Cui, Jun Hu, Peng Wu, Yuxia Hu, Xin Zhang   +4 more
doaj   +1 more source

Exploring 3D community inconsistency in human chromosome contact networks

Journal of Physics: Complexity, 2023
Researchers have developed chromosome capture methods such as Hi-C to better understand DNA’s 3D folding in nuclei. The Hi-C method captures contact frequencies between DNA segment pairs across the genome.
Dolores Bernenko, Sang Hoon Lee, Ludvig Lizana   +2 more
doaj   +1 more source

Health Education Program for Nurses Regarding Patient Navigation [PDF]

Egyptian Journal of Health Care
Background: Patient navigation is a patient-centered approach designed to guide individuals through the often complex and fragmented healthcare system. Aim: This study evaluated health education program for nurses regarding patient Navigation.
Sahar Mahmoud S. El Awady, Nagat Sayed Mohammed Hassan, Basma Rashad Mohammed El-Fakhrany, Eman Mohamed El-Sherbeny   +3 more
doaj   +1 more source

Network-Based Discovery of Opioid Use Vulnerability in Rats Using the Bayesian Stochastic Block Model

Frontiers in Psychiatry, 2021
Opioid use disorder is a psychological condition that affects over 200,000 people per year in the U.S., causing the Centers for Disease Control and Prevention to label the crisis as a rapidly spreading public health epidemic.
Carter Allen, Brittany N. Kuhn, Nazzareno Cannella, Ayteria D. Crow, Analyse T. Roberts, Veronica Lunerti, Massimo Ubaldi, Gary Hardiman, Leah C. Solberg Woods, Roberto Ciccocioppo, Peter W. Kalivas, Dongjun Chung   +11 more
doaj   +1 more source

Fine-Scale Coral Connectivity Pathways in the Florida Reef Tract: Implications for Conservation and Restoration

Frontiers in Marine Science, 2020
Connectivity between coral reefs is critical to ensure their resilience and persistence against disturbances. It is driven by ocean currents, which often have very complex patterns within reef systems.
Charles Frys, Antoine Saint-Amand, Matthieu Le Hénaff, Matthieu Le Hénaff, Joana Figueiredo, Alyson Kuba, Brian Walker, Jonathan Lambrechts, Valentin Vallaeys, David Vincent, Emmanuel Hanert, Emmanuel Hanert   +11 more
doaj   +1 more source

Analysis of Climate Change Characteristics in Xi’an Based on the Visibility Graph

Frontiers in Physics, 2021
In recent years, the global temperature is continuously rising and has the trend of accelerating. The frequent occurrence of extremely high temperatures and heat waves has caused widespread concern from all walks of life.
Pengtao Zhang, Pengyi Ning, Runhua Cao, Jiwei Xu   +3 more
doaj   +1 more source