A mixed-modeling framework for whole-brain dynamic network analysis by Mohsen Bahrami, Paul J. Laurienti, Heather M. Shappell, Dale Dagenbach, Sean L. Simpson

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A survey of social cybersecurity: Techniques for attack detection, evaluations, challenges, and future prospects by Aos Mulahuwaish, Basheer Qolomany, Kevin Gyorick, Jacques Bou Abdo, Mohammed Aledhari, Junaid Qadir, Kathleen Carley, Ala Al-Fuqaha

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NaDyNet: A toolbox for dynamic network analysis of naturalistic stimuliNaDyNet is open-source and freely available at by Junjie Yang, Zhe Hu, Junjing Li, Xiaolin Guo, Xiaowei Gao, Jiaxuan Liu, Yaling Wang, Zhiheng Qu, Wanchun Li, Zhongqi Li, Wanjing Li, Yien Huang, Jiali Chen, Hao Wen, Binke Yuan

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Dynamic Network Analysis Reveals Altered Temporal Variability in Brain Regions after Stroke: A Longitudinal Resting-State fMRI Study by Jianping Hu, Juan Du, Qiang Xu, Fang Yang, Fanyong Zeng, Yifei Weng, Xi-jian Dai, Rongfeng Qi, Xiaoxue Liu, Guangming Lu, Zhiqiang Zhang

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Dissemination characteristics and influencing factors of topic circles in multi-layer public opinion dissemination by Xiaoqian Zhu, Guang Yu, Yinglong Zhang, Ning Ma

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Process-based therapy vs. routine-CBT for difficult-to-treat mood and anxiety disorders: study protocol for a randomized controlled trial by Ulrich Stangier, Viktoria Kohl, Nora Görg, Lucie Sendig, Bettina Hufschmidt, Desiree Bonarius, Arwin Nemani, Mareike Ebert, Stefan G. Hofmann

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The Fast-Greedy algorithm reveals hourly fluctuations and associated risks of shark communities in a South Pacific city by Ibtissam Chafia, Jihad Zahir, Christophe Lett, Tarik Agouti, Hajar Mousannif, Laurent Vigliola

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Arresting Strategy Based on Dynamic Criminal Networks Changing over Time by Junqing Yuan, Jinde Cao, Bila Xia

“…We investigate a sequence of dynamic criminal networks on a time series based on the dynamic network analysis (DNA). According to the change of networks’ structure, networks’ variation trend is analyzed to forecast its future structure. …”
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Bipolar vs. unipolar scaling in dynamic network analyses of Ecological Momentary Assessment data. by Arwin Nemani, Bettina Hufschmidt, Viktoria Kohl, Lucie Sendig, Mareike Ebert, Desiree Bonarius, Stefan G Hofmann, Ulrich Stangier

“…This study examined the statistical and clinical benefits of using bipolar versus unipolar scaling in dynamic network analysis of Ecological Momentary Assessment (EMA) data.…”
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Multiverse Analysis for Dynamic Network Models: Investigating the Influence of Plausible Alternative Modeling Choices by Björn S. Siepe, Daniel W. Heck

“…As a remedy, we propose multiverse analysis to investigate the robustness of dynamic network analysis to arbitrary modeling choices. We focus on group iterative multiple model estimation (GIMME), a highly data-driven approach, and re-analyze two datasets (combined n = 199). …”
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Brain dynamics and personality: a preliminary study by Francesco Ciaramella, Lorenzo Cipriano, Emahnuel Troisi Lopez, Arianna Polverino, Fabio Lucidi, Giuseppe Sorrentino, Laura Mandolesi, Pierpaolo Sorrentino

“…Although the results are preliminary, this study provides initial insights into the intricate relationship between brain dynamics and personality, thus laying the groundwork for further research in this emerging field using a dynamic network analysis of the functional activity of the brain.…”
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Robust Resilience Blocks Detection Problem in Dynamic Social Networks by Yuxin Gao, Jianming Zhu, Peikun Ni, Guoqing Wang

“…Our findings not only underscore the algorithm’s efficiency but also highlight its potential for real-world deployment in dynamic network analysis.…”
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Identification of critical transition signal (CTS) to characterize regulated stochasticity during ABA-induced growth-to-defense transition by Rasmieh Hamid, Bahman Panahi, Feba Jacob, Amir Ghaffar Shahriari

“…By integrating high-resolution time-series RNA-seq data with dynamic network analysis, we identified a set of DNB genes that serve as key molecular regulators of this transition. …”
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Network dynamics-based subtyping of Alzheimer’s disease with microglial genetic risk factors by Jae Hyuk Choi, Jonghoon Lee, Uiryong Kang, Hongjun Chang, Kwang-Hyun Cho

“…The combination of large-scale computer simulations and dynamic network analysis enabled us to subtype AD patients according to their distinct molecular regulatory mechanisms. …”
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GrSrNMF: dynamic community detection with graph and symmetry bi-regularized non-negative matrix factorization by Wei Yu, Shihong Wu, Shigen Shen, Hongyan Li, Weiyan Yang, Xiaoming Li, Lei Wang

“…This is particularly crucial in dynamic networks. analysis, as the number and structure of communities can vary over time. …”
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Functional Characteristics and Cellulose Degradation Genes of the Microbial Community in Soils with Different Initial pH Values by Li Jiang, Boyan Xu, Qi Wang

“…High-throughput sequencing, PICRUSt-based metabolic prediction, and quantitative PCR were employed to analyze microbial composition, functional traits, and gene dynamics. Network analysis clarified linkages between functional genes, pathways, and taxa. …”
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Dynamic changes in network structure of depressive symptoms: a two-year naturalistic follow-up study by Guanghui Shen, Xudong Yang, Yang Zou, Yawen Zheng, Juan Fang, Jiahui Huang, Jiayi Tang, Shaochang Wu, Li Chen

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