A music structure analysis method based on beat feature and improved residual networks. by Bing Lu, Qianxue Zhang, Yi Guo, Fuqiang Hu, Xuejun Xiong

“…In response to the issues of insufficient audio feature representation and insufficient model generalization ability in music structure analysis methods, a music structure analysis method based on beat feature fusion and an improved residual network was designed. …”
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The Applications and Complexity Analysis Based on Network Embedding Behaviors under Evolutionary Game Framework by Xin Su, Hui Zhang, Shubing Guo

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Consistent robustness analysis (CRA) identifies biologically relevant properties of regulatory network models. by Treenut Saithong, Kevin J Painter, Andrew J Millar

“…The results reinforce current findings suggesting the greater reliability of the two-loop model and pinpoint the crucial role of TOC1 in the circadian network.…”
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NEW CANDIDATE GENES FOR SUSCEPTIBILITY TO TUBERCULOSIS IDENTIFIED THROUGH THE CONSTRUCTION AND ANALYSIS OF ASSOCIATIVE NETWORKS by Ye. Yu. Bragina, A. A. Rudko, Ye. S. Tiys, V. A. Ivanisenko, M. B. Freidin

“…In the current study, we carried out the reconstruction and analysis of associative network representing molecular genetic links between proteins/genes involved in the development of TB. …”
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A cross-sectional network analysis of successful aging in a resilience-based framework. by Lotte P Brinkhof, K Richard Ridderinkhof, Sanne de Wit, Harm J Krugers, Jaap M J Murre

“…Through a large-scale (N = 2000, age 55+, 30 factors) network analysis, we established the interplay between risk/protective factors from various domains, including demographics, (mental) health, (environmental) stress, lifestyle, coping/personality, and ageism. …”
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Effect of different maneuvers of repositioning on benign paroxysmal vertigo: a network meta-analysis by Nannan Si, MengYuan Liu, Wei Chang

“…Abstract Background The effect of different maneuver repositioning on benign paroxysmal vertigo was explored by network meta-analysis. Methods The PubMed, Embase, Cochrane library, and web of science databases were searched for randomized controlled studies on the effect of manipulative repositioning on benign paroxysmal vertigo from database creation to September 1, 2024, Bayesian network meta-analysis, R4.4.1 was used for data analysis. …”
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Mapping the impacts of neural networks on human resource management research: a bibliometric analysis by Md. Nazmus Sakib, Mohammad Abdul Jabber, Mohammad Younus, Mst. Mafruha Bithee, Md. Manir Sannyamat, Adri Saha, Anuvab Guha

“…This bibliometrics literature review analysis comprehensively explores the cooperation between neural networks and human resource management (HRM). …”
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A METHOD OF VULNERABILITY ANALYSIS IN WIRELESS INTERNET OF THINGS NETWORKS FOR SMART CITY INFRASTRUCTURES by Tamara Zhukabayeva, Nurdaulet Karabayev, Asel Nurusheva, Dina Satybaldina

“…The article proposes an approach to information security vulnerability analysis and threat modeling in wireless Internet of Things networks for Smart City infrastructures. …”
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Network pharmacology analysis of Lanatoside C: molecular targets and mechanisms in the treatment of ulcerative colitis by Wenjing Zhu, Zhengjie Zhang, Xinyuan Wang

“…Despite extensive research, current therapeutic treatment for UC still faces challenges in long-term efficacy and safety. …”
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Pharmacotherapy options for the management of subjective tinnitus: a systematic review and network meta-analysis by Shan Sun, Peifan Li, Chenhao Che, Yongzhen Wu

“…The heterogeneity parameter I2 was 0.67 (95% CI 0.33 to 0.84), 0 (95% CI 0 to 0.9) and 0.63 (95% CI 0 to 0.89) for the severity, annoyance and loudness network analysis, respectively. The only significant publication bias assessment by Egger’s test was detected in the loudness network analysis (p<0.05). …”
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Master Regulators of Oncogenic KRAS Response in Pancreatic Cancer: An Integrative Network Biology Analysis. by Shivan Sivakumar, Ines de Santiago, Leon Chlon, Florian Markowetz

“…<h4>Methods and findings</h4>We applied a well-established network biology approach (master regulator analysis) to combine a transcriptional signature for oncogenic KRAS derived from a murine isogenic cell line with a coexpression network derived by integrating 560 human pancreatic cancer cases across seven studies. …”
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Dynamic time warping network analysis of posttraumatic stress symptoms in Japanese first responders by Florentine H. S. van der Does, Masato Kitano, Masanori Nagamine, Taku Saito, Nic J. A. van der Wee, Toshinori Chiba, Naoki Edo, Eric Vermetten, Erik J. Giltay

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The efficacy and safety of antithrombotic therapy in patients undergoing TAVI: a network meta-analysis by Jingxian Han, Keyao Liu, Yuxin Li, Dong Han, Pengchong Liang, Ningjun Zhao, Shuqun Hu, Xianliang Yan

“…Objective This network meta-analysis (NMA) aimed to compare the efficacy and safety of five antithrombotic regimens, including single antiplatelet therapy (SAPT), dual antiplatelet therapy (DAPT), oral anticoagulants (OAC), new oral anticoagulants (NOAC), and OAC combined with SAPT (OAC + SAPT) in patients undergoing TAVI. …”
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Hybrid Modeling of an Induction Machine to Support Bearing Diagnostics by Praneet Amitabh, Dimitar Bozalakov, Frederik De Belie

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Identification and Analysis of Effective Factors on the Trend of the Iranian Banking Network to Implement Green Banking by W. Qelich

“…With a comprehensive explanation of green banking and by using theoretical studies and international experiences and obtaining opinions from relevant experts and experts, this research identified the factors affecting the trend of the country's banking network towards green banking by using the Delphi method, questionnaire analysis and Friedman's test. …”
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GABSA-PT: Graph Neural Networks for Aspect-level Sentiment Analysis in Portuguese Language by Gabriel Gomes, Ulisses Corrêa, Larissa Freitas

“…While studies have demonstrated the effectiveness of this representation for ABSA using Graph Neural Networks in English, more work currently needs to be done evaluating this methodology for Portuguese language. …”
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Asymmetric Alliances in Climate Misinformation: A Network Analysis of the Swedish Climate Change Countermovement by Anton Törnberg, Victoria Vallström

“…Although most research has focused on the United States, less is known about CCCM networks in other national contexts. The authors analyze the Swedish online CCCM using social network analysis to (1) examine its structure and composition; (2) assess potential hierarchical influences, including how narratives flow from global think tanks to informal social media groups; and (3) identify distinct ideological groupings within the network. …”
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Application analysis of computer vision and image recognition based on improved VGG16 network by Xuanzhang Zhu, Yafei Li

“…The research improves the deep convolutional neural network model through wavelet analysis algorithm. …”
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Stability and chaos analysis of neurological disorder of complex network with fractional order comparative study by Muhammad Farman, Kottakkaran Sooppy Nisar, Aceng Sambas, Mustafa Bayram, Mohamed Hafez

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Analysis of communities and groups in social networks as a significant factor of influence on cryptocurrency rates by Olena Gavrilenko, Mykhailo Myagkyi

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