-
221
FWA-SVM Network Intrusion Identification Technology for Network Security
Published 2025-01-01“…The effectiveness of traditional network intrusion is limited in the face of complex network attacks and constantly increasing data volume. …”
Get full text
Article -
222
A Unified Bayesian Model for Generalized Community Detection in Attribute Networks
Published 2020-01-01“…Identification of community structures and the underlying semantic characteristics of communities are essential tasks in complex network analysis. However, most methods proposed so far are typically only applicable to assortative community structures, that is, more links within communities and fewer links between different communities, which ignore the rich diversity of community regularities in real networks. …”
Get full text
Article -
223
Towards Smart and Resilient City Networks: Assessing the Network Structure and Resilience in Chengdu–Chongqing Smart Urban Agglomeration
Published 2025-01-01“…The mobility and openness of smart cities characterize them as particularly complex networks, necessitating the resilience enhancement of smart city regions from a network structure perspective. …”
Get full text
Article -
224
The Pivotal Immunomodulatory and Anti-Inflammatory Effect of Histone-Lysine N-Methyltransferase in the Glioma Microenvironment: Its Biomarker and Therapy Potentials
Published 2021-01-01“…The glioma microenvironment is a dynamic component that comprises, besides glioma cells and glioma stem cells, a complex network that comprises diverse cell types like endothelial cells, astrocytes, and microglia as well as stromal components, soluble factors, and the extracellular membrane. …”
Get full text
Article -
225
FIRM image analysis: A machine learning workflow for quantifying extracellular matrix components from electron microscopy images.
Published 2025-01-01“…The extracellular matrix (ECM) is a complex network of biomolecules that plays an integral role in the structure, processes, and signaling mechanisms of cells and tissues. …”
Get full text
Article -
226
Differentially Private Clustered Federated Load Prediction Based on the Louvain Algorithm
Published 2025-01-01“…First, the similarity of user load patterns is calculated under privacy protection. Second, a complex network is constructed, and a federated user clustering method is developed based on the Louvain algorithm, which divides users into multiple clusters based on load pattern similarity. …”
Get full text
Article -
227
Influence maximization under imbalanced heterogeneous networks via lightweight reinforcement learning with prior knowledge
Published 2024-11-01“…Abstract Influence Maximization (IM) stands as a central challenge within the domain of complex network analysis, with the primary objective of identifying an optimal seed set of a predetermined size that maximizes the reach of influence propagation. …”
Get full text
Article -
228
Cross Layer Optimization and Simulation of Smart Grid Home Area Network
Published 2018-01-01“…Smart Grid is characterized by bidirectional flow of electricity and information. Smart Grid is a complex network with hierarchical architecture. Realization of complete Smart Grid architecture necessitates diverse set of communication standards and protocols. …”
Get full text
Article -
229
Emergent patterns in global health diplomacy: a network analysis of the resolutions adopted by the World Health Assembly from 1948 to 2022
Published 2023-04-01“…The findings show that WHA resolutions constitute a complex network of interconnected global health issues. …”
Get full text
Article -
230
A review of vitamin D deficiency and vitamin D receptor polymorphisms in endocrine-related disorders
Published 2025-01-01“…The endocrine system is a complex network of glands that produce and release hormones that regulate various physiological processes. …”
Get full text
Article -
231
Bearing characteristics and continuous–discontinuous numerical analysis of a pressure grouting pile in a calcareous sand foundation
Published 2025-01-01“…The force transfer laws in calcareous sand foundations are analyzed using complex network theory. The results show that the ultimate bearing capacity of pressure grouting piles increases significantly with increasing pile diameter. …”
Get full text
Article -
232
The Intertemporal Evolution Model of Enterprise R&D Cooperative Network
Published 2019-01-01“…Innovation cooperation among enterprises forms a complex network of enterprise R&D. Given the intertemporal R&D network evolution and the complex influence between stock knowledge, this study constructs a discrete indefinitely intertemporal evolution model of an enterprise R&D cooperation network. …”
Get full text
Article -
233
Study on Connectivity Mechanism and Robustness of Three-Dimensional Pore Network of Sandstone
Published 2021-01-01“…In this paper, based on the complex network theory and CT scanning technology, sandstone is used as an example to study the structural characteristics of the rock network with different porosities. …”
Get full text
Article -
234
Edge-level multi-constranint graph pattern matching with lung cancer knowledge graph
Published 2025-02-01“…IntroductionTraditional Graph Pattern Matching (GPM) research mainly focuses on improving the accuracy and efficiency of complex network analysis and fast subgraph retrieval. …”
Get full text
Article -
235
Tissue‐resident memory T cells in diseases and therapeutic strategies
Published 2025-01-01“…We also explore the interactions of TRM cells with other immune cells, such as B cells, macrophages, and dendritic cells, highlighting the complex network that underpins the efficacy of TRM cells in immune surveillance and response. …”
Get full text
Article -
236
Comparison of Intercity Travel Network Structure during Daily Time and Holiday in China
Published 2021-01-01“…To construct the intercity residents’ travel network, complex network analysis and GIS spatial analysis methods were used. …”
Get full text
Article -
237
A 22 yr Cycle of the Network Topology of Solar Active Regions
Published 2025-01-01“…In this paper, solar cycles 21–24 were compared using complex network analysis. A network was constructed for these four solar cycles to facilitate the comparison. …”
Get full text
Article -
238
Dynamic Identification of Critical Transmission Lines in Power Systems With Wind Power Integration Based on Maximum Influence Theory
Published 2025-01-01“…However, most of the existing identification methods are based on complex network theory and use static graphs to model the propagation of cascading faults, which cannot consider the impact of wind power output fluctuations. …”
Get full text
Article -
239
A Novel Emerging Topic Identification and Evolution Discovery Method on Time-Evolving and Heterogeneous Online Social Networks
Published 2021-01-01“…Firstly, a time-evolving and scalable complex network denoted as KeyGraph is built up by deeply analyzing the text features of all kinds of data crawled from heterogeneous online social network platforms; secondly, a novel dynamic community detection method is proposed by which the new emerging topic is detected on the modeled time-evolving and scalable KeyGraph network; thirdly, a unified directional topic propagation network modeled by a great number of short texts including microblogs and news titles is set up, and the topic evolution law of the previously detected early emerging topic is identified by fully utilizing local network variations and modularity optimization of the “time-evolving” and directional topic propagation network. …”
Get full text
Article -
240
Research on the Evolution Mechanism of Congestion in the Entrances and Exits of Parking Facilities Based on the Improved Spatial Autoregressive Model
Published 2021-01-01“…It also proposes a spatially robust autoregressive model and complex network tools suitable for analysis of local traffic flow to analyze it. …”
Get full text
Article
