Prediction of Network Threats and Attacks by Mathematical Simulation by Daniil Doroshenko

“…The study showed that mathematical models do not allow analyzing complex network processes, predicting the emergence of new threats and identifying vulnerabilities in networks. …”
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Pinglu Canal Construction and Its Impact on Wildlife Habitat Connectivity: A Multi-Species Network Analysis and Ecological Restoration Strategy by Yuan Cao, Kai Su, Yongfa You, Xuebing Jiang, Chuang Li, Junjie Chen

“…This study uses the MaxEnt model to identify habitats for 11 wildlife species within the study area, categorized into terrestrial mammals, amphibians and reptiles, forest birds, and water birds, thereby constructing a multi-species habitat connectivity network (MHCN). Through complex network analysis, we assess habitat connectivity before and after the canal’s construction, as well as after implementing habitat optimization strategies. …”
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Effect of HLA-G5 Immune Checkpoint Molecule on the Expression of ILT-2, CD27, and CD38 in Splenic B cells by Hana Rohn, Cordula Lang, Sabine Schramm, Falko M. Heinemann, Mirko Trilling, Anja Gäckler, Oliver Witzke, Peter A. Horn, Vera Rebmann

“…The human leukocyte antigen G (HLA-G) is an immune checkpoint molecule with a complex network of interactions with several inhibitory receptors. …”
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Intelligent classification of computer vulnerabilities and network security management system: Combining memristor neural network and improved TCNN model. by Zhenhui Liu

“…This improvement not only demonstrates the system's superior capability in accurately classifying vulnerability data but also proves the synergistic effect of MNN and TCNN models in addressing complex network security environments. The comprehensive classification system proposed in this study significantly enhances the classification performance of computer vulnerabilities, providing robust technical support for network security management. …”
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Analyzing and forecasting the dynamics of Internet resource user sentiments based on the Fokker–Planck equation by J. P. Perova, S. A. Lesko, A. A. Ivanov

“…The power law observed in practice for the dependence of the stationary probability density of news distribution by the number of comments can be obtained from solving the stationary Fokker–Planck equation, while the non-stationary equation can be used to describe processes in complex network structures. The vector representation can be used to describe the comment network states of news media users. …”
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The Parallel Architecture—application and explanatory power for neurolinguistic research by Esther Odilia Breuer, Ferdinand Christoph Binkofski, Ferdinand Christoph Binkofski, Antonello Pellicano

“…Various linguistic models have been developed to systematize language processes and provide a structured framework for understanding the complex network of language production and reception. …”
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Development and Complex Dynamics at School Environment by Miguel Angel Fuentes, Juan Pablo Cárdenas, Natalia Carro, Mariana Lozada

“…The intervention consisted of 8 one-hour long sessions comprising mindfulness-based practices, collaborative activities that required cooperation, and perspective-taking instances in which children shared feelings, perceptions, and needs felt during the activities. We used complex network and game theory to evaluate pre-post-intervention variations. …”
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An In Vitro and In Vivo Comparison of Osteogenic Differentiation of Human Mesenchymal Stromal/Stem Cells by Jamie Mollentze, Chrisna Durandt, Michael S. Pepper

“…The osteogenic process is a complex network of transcription factors, stimulators, inhibitors, proteins, etc., and in vivo experiments are helpful in evaluating the various aspects of this osteogenic process without distractions and confounding variables. …”
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Construction of an lncRNA-mediated ceRNA network to investigate the inflammatory regulatory mechanisms of ischemic stroke. by Meimei Xu, Shan Yuan, Xing Luo, Mengsi Xu, Guangze Hu, Zhe He, Xinyuan Yang, Rui Gao

“…These findings highlight the role of lncRNAs as multi-level regulators in the complex network of post-stroke mechanisms, providing novel insights into the pathophysiological processes of stroke.…”
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Identifying Key Biomarkers Related to Immune Response in the Progression of Diabetic Kidney Disease: Mendelian Randomization Combined With Comprehensive Transcriptomics and Single-... by Hu M, Deng Y, Bai Y, Zhang J, Shen X, Shen L, Zhou L

“…In addition, we also conducted gene enrichment analysis to explore the complex network of potential signaling pathways that may regulate these key genes. …”
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Molecular investigation on active compounds in papaya leaves (Carica papaya Linn) as anti-malaria using network pharmacology, molecular docking, clustering-based analysis and molec... by Arwansyah Arwansyah, Sitti Rahmawati, Siti Nuryanti, Yenni Yusuf, Hartono, Abdur Rahman Arif

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RETRACTED ARTICLE: An intelligent dynamic cyber physical system threat detection system for ensuring secured communication in 6G autonomous vehicle networks by Shanthalakshmi M, Ponmagal R S

“…Autonomous vehicles rely on a complex network of sensors, cameras, and software to operate. …”
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Efficacy of Anti-Cancer Immune Responses Elicited Using Tumor-Targeted IL-2 Cytokine and Its Derivatives in Combined Preclinical Therapies by Sahar Balkhi, Giorgia Bilato, Andrea De Lerma Barbaro, Paola Orecchia, Alessandro Poggi, Lorenzo Mortara

“…Effective cancer therapies must address the tumor microenvironment (TME), a complex network of tumor cells and stromal components, including endothelial, immune, and mesenchymal cells. …”
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Nonlinear Structural Fusion for Multiplex Network by Nianwen Ning, Feiyu Long, Chunchun Wang, Youjie Zhang, Yilin Yang, Bin Wu

“…However, most of these existing data fusion methods are inappropriate for researchers to apply to complex network analysis directly. The feature-based fusion methods ignore the sharing and complementarity of interlayer structural information. …”
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Plant cell wall and the mechanisms of resistance to pathogens by O. G. Smirnova, A. V. Kochetov

“…Numerous plant genes control a complex network of defense mechanisms based on both constitutive and inducible processes. …”
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Numerical analysis of the hydraulic fracture propagation behavior encountering gravel in conglomerate reservoirs by Zehao Xu, Haiyang Zhao, Xiangjun Liu, Xiongwei Liu, Pandeng Luo, Lixi Liang

“…A high in-situ stress difference (over 8 MPa) weakens gravel-caused stress shielding, leading to stable fracture propagation with a single morphology and increased extension distance, though not favoring complex network formation. As the incidence angle rises, the gravel’s impact on stress and seepage fields weakens, but the risk of shear failure on the cementation interface increases. …”
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A simple and highly efficient protocol for 13C-labeling of plant cell wall for structural and quantitative analyses via solid-state nuclear magnetic resonance by Tasleem Javaid, Akshayaa Venkataraghavan, Matrika Bhattarai, Debkumar Debnath, Wancheng Zhao, Tuo Wang, Ahmed Faik

“…Abstract Background Plant cell walls are made of a complex network of interacting polymers that play a critical role in plant development and responses to environmental changes. …”
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Role of CX3CL1/CX3CR1 Signaling Axis Activity in Osteoporosis by Piotr Wojdasiewicz, Pawel Turczyn, Barbara Dobies-Krzesniak, Justyna Frasunska, Beata Tarnacka

“…Cell-to-cell inflammatory information transfer occurs via factors including cytokines which form a complex network of cell humoral correlation, called cytokine network. …”
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Comprehensive computational analysis of differentially expressed miRNAs and their influence on transcriptomic signatures in prostate cancer by Fahad M. Aldakheel, Hadeel Alnajran, Ayesha Mateen, Shatha A. Alduraywish, Mohammed S. Alqahtani, Rabbani Syed

“…The analysis revealed a complex network of miRNA-mRNA interactions, comprising 1849 nodes and 3604 edges. …”
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Diversity and Functional Insights into Endophytic Fungi in Halophytes from West Ordos Desert Ecosystems by Xingzhe Wang, Yan Zhang, Jingpeng Li, Yiteng Ding, Xiaodan Ma, Peng Zhang, Haijing Liu, Jie Wei, Yuying Bao

“…Co-occurrence network analysis showed significant differences in fungal networks across halophyte types, with the most complex network observed in excreting halophytes, characterized by the highest number of nodes and connections, indicating tighter fungal symbiotic relationships. …”
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