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Effects of Null Model Choice on Modularity Maximization
Given a defined set of communities, modularity is computed by comparing each existing edge with its probability of occurrence in a random graph null... -
Modularity in Deep Learning: A Survey
Modularity is a general principle present in many fields. It offers attractive advantages, including, among others, ease of conceptualization,... -
Does Isolating High-Modularity Communities Prevent Cascading Failure?
Communities are often defined as sets of nodes that are more densely connected to each other than to those outside the community, i.e.,... -
An ensemble model to optimize modularity in dynamic bipartite networks
Distinct non-random quantitative interactions at diverse timestamps formulate real-world dynamic complex networks. The most frequently used class of...
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Community Detection Algorithm Based on Node Correlation and Modularity
The community detection algorithm is a hot issue in the study of social networks. However, the existing label propagation algorithms have the problem... -
Semantic Relation-Based Modularity-Optimized Community Detection Algorithm for Heterogeneous Networks
This paper presents the semantic relation-based modularity-optimized community detection algorithm for Heterogeneous Networks. This paper aims to try... -
Fuzzy Community Geometry Adaptive Density Map Generation for UAVs Crowd Counting
Owing to effective and flexible data acquisition, drones, or general UAVs has been widely applied in crowd counting tasks, including crowd... -
Node Density and Attraction Detection Method (NDAD) for Community Detection in Complex Network
Community detection plays a vital role in recent research in the analysis of complex network structures. It aims at identifying the node communities... -
Modularity-based quality assessment of a disruptive reconfigurable manufacturing system-A hybrid meta-heuristic approach
This study considers quality aspects in the process planning of a reconfigurable manufacturing system. The goal is to analyze how the variation in...
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A Pedestrian Traffic Light System that Adjusts Based on the Density of People Waiting
Implementing a pedestrian traffic light system that adjusts based on the density of people waiting requires a combination of sensors, data... -
Evolution in MOF Porosity, Modularity, and Topology
From the time metal–organic frameworks (MOFs) emerged, this class of substances has received increasing attention due to their crystallinity and... -
Studying the Effects of Sport Competitions Schedules in Predictive Models Through Simulation and Network Analysis
The schedule of a sports competition is defined as the structure and set of rules that govern the confrontation between competitors and decides on... -
Integrating Modularity into Industrialization and Prefabrication of Sustainable Residential Housing Solutions
Construction is a critical sector in the global economy, with significant contributions to society in areas such as employability, business growth,... -
Identifying Potential Customer Using Graph Social Media Analytics
In today’s digital era, businesses try to find new clients in many ways. This study offers approaches that use graph social media analytics to... -
DR-NET: a novel mobile anchor-assisted localization method based on the density of nodes distribution
Considering the existing mobile anchor-assisted localization methods generally adopt a traverse strategy for the localization region, leading to an...
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Designing Floating Urban Realities: On the Urban Design of Floating High-Density Environments in the Dutch Context
Integral climate-adaptive solutions in urban development are urgently needed to protect the safety and security of people’s lives around the world.... -
Signature-Based Community Detection for Time Series
Community detection for time series without prior knowledge poses an open challenge within complex networks theory. Traditional approaches begin by... -
Seed Community Identification Framework for Community Detection over Social Media
The social media podium offers a communal perspective platform for web marketing, advertisement, political campaign, etc. It structures like-minded...
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Algorithm for predicting weighted protein complexes by using modularity function
Due to the difficulties in obtaining the identification results of protein complexes with higher accuracy, as well as the running efficiency of the...
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An Immunological Algorithm for Graph Modularity Optimization
Complex networks constitute the backbone of complex systems. They represent a powerful interpretation tool for describing and analyzing many...