Analysis of Digital Skills and Infrastructure in EU Countries Based on DESI 2024 Data by Kvitoslava Obelovska, Andrii Abziatov, Anastasiya Doroshenko, Ivanna Dronyuk, Oleh Liskevych, Rostyslav Liskevych

“…This paper presents an analysis of digital skills and network infrastructure in the European Union (EU) countries based on data from the Digital Economy and Society Index (DESI) 2024. …”
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Tetrahymena thermophila glutathione-S-transferase superfamily: an eco-paralogs gene network differentially responding to various environmental abiotic stressors and an update on th... by Ruth Ortega, Ana Martin-González, Juan-Carlos Gutiérrez

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Load Forecasting in Electrical Grids: Analysis of Methods and their Trends by Kyryk V.V., Shatalov Y.O.

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The Academic Influence of the Camino de Santiago: A Bibliometric Analysis of Doctoral Research and Indexed Manuscripts by Silvia Díaz-de la Fuente, Virginia Ahedo, María Pilar Alonso Abad, José Manuel Galán

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The analysis of international communication value assessment of Chinese mythology themed animated films in belt and road under BPNN algorithm by Nan Zhang, Ellen Zhu

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Segmentation and particle size analysis of coal particles based on ISUNet by Deqiang CHENG, Rui ZHANG, Tongxi XIE, Jingjing LIU, Lijuan ZHENG, Qiqi KOU, He JIANG

“…In the process of digital image segmentation, global information and edge details play a crucial role and directly affect the accuracy of the segmentation results. The U-shaped network based on convolutional neural network architecture focus too much on local information, neglecting the importance of global information, which can lead to over-segmentation. …”
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Transformer network enhanced by dual convolutional neural network and cross-attention for wheelset bearing fault diagnosis by Jing Zhao, Jing Zhao, Junfeng Li, Ziteng Li, Zengqiang Ma, Zengqiang Ma

“…Advances in deep learning methods have demonstrated remarkable progress in wheelset fault diagnosis. However, current deep neural networks suffer from design flaws, including low accuracy, high computational complexity, limitations in frequency-domain analysis, and inefficient long time-series feature encoding. …”
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Intelligent-single-phase auto-reclosing scheme using line-voltage-phasor-side analysis by Mohammad Hassan Tanha, Majid Gandomkar, Javad Nikoukar, Ali Aranizadeh

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Design, Implementation, and Analysis of High-Speed Single-Stage N-Sorters and N-Filters by Robert B. Kent, Marios S. Pattichis

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EstablishINg the best STEp-up treatments for children with uncontrolled asthma despite INhaled corticosteroids (EINSTEIN): protocol for a systematic review, network meta-analysis a... by Ian Sinha, Dyfrig A Hughes, Michelle Maden, Stephen Turner, Sofia Cividini, Sarah Donegan, Giovanna Culeddu, Katie Rose, Olive Fulton, Catrin Tudur Smith

“…Herein, we propose a systematic review and individual participant data network meta-analysis (IPD-NMA) aiming to synthesise all available published and unpublished evidence from randomised controlled trials (RCTs) to establish the clinical effectiveness of pharmacological treatments in children and adolescents with uncontrolled asthma on ICS and help to make evidence-informed treatment choices. …”
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Neural network approach for thermal analysis of magnetized radiative micropolar hybrid nanofluid flow on a variable porous stretching sheet with Cattaneo-Christov flux model by Ebrahem A. Algehyne, Mashael A. Aljohani, Khadijah M. Abualnaja, Wafa F. Alfwzan, Arshad Khan, Emad E. Mahmoud

“…The linear velocity of the fluid has decreased due to the increase in magnetic factor and variable porous factor. The validation of current work has ensured through comparative analysis of current results with established data set, with a fine agreement among all the results.…”
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Comparison of the Novel Oral Anticoagulants Apixaban, Dabigatran, Edoxaban, and Rivaroxaban in the Initial and Long-Term Treatment and Prevention of Venous Thromboembolism: Systema... by A T Cohen, M Hamilton, S A Mitchell, H Phatak, X Liu, A Bird, D Tushabe, S Batson

“…A systematic review and network meta-analysis (NMA) were conducted to compare the efficacy and safety of NOACs for the initial and long-term treatment of VTE.…”
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A Theoretical Evaluation in the Context of Actor-Network Theory (ANT) Approaches of Urban Regeneration Implementations: Case Study of Bağcılar District, Istanbul by Ayşegül Baghal, Candan Çinar Çitak

“…The network mapping focuses on the flow of design related information between actors and proposes the use of social network analysis tools to identify important network features and facilitate system intervention.  …”
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Performance Analysis of a Linear Gaussian- and tanh-Apodized FBG and Dispersion Compensating Fiber Design for Chromatic Dispersion Compensation in Long-haul Optical Communication N... by Isidore Nsengiyumva, Elijah Mwangi, George Kamucha

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Evaluation of the effectiveness of behavioural economic incentive programmes for the promotion of a healthy diet and physical activity: a protocol for a systematic review and netwo... by Gareth Mckay, Ammarin Thakkinstian, John Attia, Oraluck Pattanaprateep, Boonsong Ongphiphadhanakul, Suparee Boonmanunt

“…As such, we have developed a protocol for a systematic review and network meta-analysis to summarise the current evidence from financial incentive programmes with and without behavioural economic insights for promoting healthy diet and physical activity.Methods and analysis Previous systematic reviews, meta-analyses and individual studies were identified from Medline and Scopus in June 2020 and will be updated until December 2020. …”
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Action and Reaction, Social Response to the Development of an Education Law, the Case of Spain by Abraham Bernárdez-Gómez, María Luisa Belmonte, José María Álvarez Martínez-Iglesias, Martina Ares-Ferreirós

“…The development of this research is predicated on the following three objectives: firstly, the identification of the main issues of interest that have arisen in the network surrounding the LOMLOE; secondly, the analysis of the socio-educational repercussions that it has generated; and thirdly, the establishment of relationships between the different educational facts and elements involved. …”
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CAD-CAM vs. conventional denture bases: a systematic review with network meta-analysis of in vitro studies comparing strength, hardness, toughness, and elastic properties by Rohit Kunnath Menon, Hui Xin Yew, Benjamin Chen Tze Wei, Farah Mohammed Ramadan, Afraa Ibrahim Soliman, Sajesh Veettil

“…As per the sensitivity analysis performed after excluding low-quality studies, the network meta-analysis results indicate that milled digital denture bases exhibit higher flexural strength [SMD = 2.13 (95% CI: 0.21, 4.05)] compared to 3D-printed digitally fabricated denture bases. …”
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Improved brain functional network in major depressive disorder with suicidal ideation after individual target-transcranial magnetic stimulation treatment: a graph-theory analysis by Yao Zhang, Nan Mu, Shun Qi, Chuanzhu Sun, Yang Rao, Xinyi Yang, Jianying Guo, Yunfeng Mu

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Integrated Network Analysis Decipher ZNF384‐Related miR‐20b‐5p and miR‐424‐5p in Colon Adenocarcinoma by Bo Zhang, Yoshihisa Matsumoto

“…Protein–protein interaction (PPI) network analysis of these 84 genes led to the identification of the top 20 key mRNAs. …”
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Transcriptome-based protein-protein interaction analysis reveals immune gene network elucidating white body immunity mechanisms in response to LPS stimulation in Amphioctopus fangs... by Zhengcai Lu, Yancheng Zhao, Tingjin Lv, Xipan Chen, Cuiju Cui, Xiumei Liu, Zan Li, Liyong Wang, Xiaohui Xu, Jianmin Yang

“…Subsequently, a protein-protein interaction (PPI) network was constructed and 20 hub genes, such as AKT3, MAPK14, and PIK3CA, were identified. …”
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