Community detection in networks using bio-inspired optimization: Latest developments, new results and perspectives with a selection of recent meta-heuristics

E Osaba, J Del Ser, D Camacho, MN Bilbao… - Applied Soft …, 2020 - Elsevier
Detecting groups within a set of interconnected nodes is a widely addressed problem that
can model a diversity of applications. Unfortunately, detecting the optimal partition of a …

Direction matters in complex networks: A theoretical and applied study for greedy modularity optimization

N Dugué, A Perez - Physica A: Statistical Mechanics and its Applications, 2022 - Elsevier
Many real-world systems can be modeled as directed networks, such as transportation,
social, collaboration or vocabulary networks. However, direction is often neglected or even …

[HTML][HTML] Optimisation-based modelling for explainable lead discovery in malaria

Y Li, J Cardoso-Silva, JM Kelly, MJ Delves… - Artificial intelligence in …, 2024 - Elsevier
Background: The search for new antimalarial treatments is urgent due to growing resistance
to existing therapies. The Open Source Malaria (OSM) project offers a promising starting …

Finding fake news key spreaders in complex social networks by using bi-level decomposition optimization method

M Alassad, MN Hussain, N Agarwal - Modeling and Simulation of Social …, 2019 - Springer
Focal structure analysis explores the smallest possible sets of individuals can influence
maximum number of users in social networks. These sets of individuals, when coordinating …

Comprehensive decomposition optimization method for locating key sets of commenters spreading conspiracy theory in complex social networks

M Alassad, MN Hussain, N Agarwal - Central European Journal of …, 2022 - Springer
With the power of social media being harnessed to coordinate events and revolutions across
the globe, it is important to identify the key sets of individuals that have the power to mobilize …

The intellectual structure of the waste management field

M Argoubi, H Jammeli, H Masri - Annals of Operations Research, 2020 - Springer
Waste management is an important issue in the field of green logistics. It has consequently
drawn the attention of the scientific community and has been extensively investigated over …

Network embedding-based directed community detection with unknown community number

Q Zhang, J Zhou, M Ren - Journal of Computational and Graphical …, 2024 - Taylor & Francis
Community detection of network analysis plays an important role in numerous application
areas, in which estimating the number of communities is a fundamental issue. However …

[HTML][HTML] An algorithm J-SC of detecting communities in complex networks

F Hu, M Wang, Y Wang, Z Hong, Y Zhu - Physics Letters A, 2017 - Elsevier
Currently, community detection in complex networks has become a hot-button topic. In this
paper, based on the Spectral Clustering (SC) algorithm, we introduce the idea of Jacobi …

Collaboration mechanisms and community detection of statisticians based on ERGMs and kNN-walktrap

J Liu, H Ge - Computational Statistics & Data Analysis, 2022 - Elsevier
Comprehensive information on coauthorship from 2014 to 2018 was gathered from four top
statistical journals and subsequently cleaned to provide a review in the field from the …

[HTML][HTML] A Bayesian predictive analytics model for improving long range epidemic forecasting during an infection wave

PH da Costa Avelar, N Del Coco, LC Lamb, S Tsoka… - Healthcare …, 2022 - Elsevier
Following the outbreak of the coronavirus epidemic in early 2020, municipalities, regional
governments and policymakers worldwide had to plan their Non-Pharmaceutical …