FSProtoTransfer: Synergizing Few-Shot, Prototypical Networks, and Transfer Learning for Intrusion Detection in VANETs by Ayesha Dina, Colby Edell, Karim Elish, Arijet Sarker

“…However, the distinct characteristics of IoV networks make them vulnerable to a range of attacks that compromise their confidentiality and functionality. To address these threats, Intrusion Detection Systems (IDSs) have been widely proposed as countermeasures. …”
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Brain inspired iontronic fluidic memristive and memcapacitive device for self-powered electronics by Muhammad Umair Khan, Bilal Hassan, Anas Alazzam, Shimaa Eissa, Baker Mohammad

“…Our IFM successfully replicates diverse electric pulse patterns, making it highly suitable for neuromorphic computing. …”
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Cheating Detection in Online Exams Using Deep Learning and Machine Learning by Bahaddin Erdem, Murat Karabatak

“…This study aims to identify the best deep learning and machine learning models to identify the unethical behavior patterns of learners using distance education exam data of an educational institution. …”
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Comparative Analysis of Modulation Strategies for Indirect Matrix Converter Based on RMS Value of Common-mode Voltage by HUANG Linfeng, BAI Huan, YOU Shuai, WEN Liang, ZHANG Cheng, ZHANG Yanlei

“…By modeling the effective value (root mean square, rms) of output common-mode voltages, which incorporates the influence of voltage transfer ratios on these values, a quantitative analysis was conducted to explore the variation patterns of the rms value of common-mode voltages. …”
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Integration of Counter Shaft Shedding Mechanism into Indigenous Two-Heddle Loom: A Novel Approach by Divine Vidgedor, Moses Akrofi, Eric Bruce-Amartey Jnr., Ebenezer Kofi Howard

“…This approach seeks to maintain simplicity and affordability while improving functionality. Methodology/Design: A mixed-methods approach was employed. …”
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Deep learning-based body composition analysis from whole-body magnetic resonance imaging to predict all-cause mortality in a large western populationResearch in context by Matthias Jung, Vineet K. Raghu, Marco Reisert, Hanna Rieder, Susanne Rospleszcz, Tobias Pischon, Thoralf Niendorf, Hans-Ulrich Kauczor, Henry Völzke, Robin Bülow, Maximilian F. Russe, Christopher L. Schlett, Michael T. Lu, Fabian Bamberg, Jakob Weiss

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Microbes Under Climate Refugia: Equable Subcommunity Rank Dynamics in Large‐River Deltaic Estuaries by Huaiqiang Liu, Zhenghua Zhong, Juan Xu, Liping Qu, Haijun Liu, Fengfeng Zheng, Chuanlun Zhang, Wei Xie

“…Our results suggest that the microbial subcommunity rank structure in LDEs is persistent, aligning with classic patterns of species abundance distributions. This study emphasizes that, despite differences in their roles, the stable functioning of microbial rank systems is also fundamental to the refugial capacity of ecosystems and should be given equal importance.…”
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Experiences of discrimination are associated with microbiome and transcriptome alterations in the gut by Tien S. Dong, Tien S. Dong, Tien S. Dong, Tien S. Dong, Tien S. Dong, Simer Shera, Kirstin Peters, Gilbert C. Gee, Gilbert C. Gee, Hiram Beltrán-Sánchez, Hiram Beltrán-Sánchez, May C. Wang, Lisa A. Kilpatrick, Lisa A. Kilpatrick, Lisa A. Kilpatrick, Lisa A. Kilpatrick, Xiaobei Zhang, Xiaobei Zhang, Xiaobei Zhang, Xiaobei Zhang, Xiaobei Zhang, Jennifer S. Labus, Jennifer S. Labus, Jennifer S. Labus, Jennifer S. Labus, Jennifer S. Labus, Allison Vaughan, Allison Vaughan, Allison Vaughan, Allison Vaughan, Arpana Church, Arpana Church, Arpana Church, Arpana Church, Arpana Church

“…Gene expression analysis revealed distinctive patterns, with significant changes in genes associated with environmental sensing (two-component system) and metabolic pathways. …”
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Empirical evidence for a process-based model of health-related quality of life using network analysis by Nicolette Stogios, Nicolette Stogios, Troy Francis, Troy Francis, Rachel G. Peiris, Aleksandra Stanimirovic, Aleksandra Stanimirovic, Valeria Rac, Valeria Rac, Robert P. Nolan, Robert P. Nolan

“…In support of this approach, we developed a novel HRQL assessment tool called the EUROIA: EvalUation of goal-diRected activities to prOmote wellbeIng and heAlth, which uses self-report data to assess the frequency with which individuals engage in a sample of goal-directed activities in pursuit of living well.MethodsWe conducted a network analysis to evaluate the hypothesis that the EUROIA subscales would demonstrate a meaningful pattern of associations with an established HRQL measure and associated indices of psychosocial functioning and efficacy in self-managing a chronic medical condition.ResultsThe EUROIA is associated with established indices of HRQL in a manner that is theoretically consistent with our process-based model. …”
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Impact of alkali-silica reaction and delayed ettringite formation-induced cracking on air permeability and water diffusivity in concrete by Joe Maalouf, Hugo Cagnon, Jérôme Verdier, Stéphane Multon, Jacques Jabbour, David Bouhjiti

“…Managing the effects of Internal Swelling Reactions (ISR), Delayed Ettringite Formation (DEF), and Alkali-Silica Reaction (ASR) on the integrity of concrete structures with containment functions, such as nuclear facilities and dams, remains a major challenge for both long-term operation and maintenance. …”
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Physiological and Gene Expression Responses of Crassostrea ariakensis to Salinity Stress by Miaomiao YANG, Sudong XIA, Zhihong LIU, Xiujun SUN, Liqing ZHOU, Peizhen MA, Zhuanzhuan LI, Biao WU

“…Oysters are keystone species in marine ecosystems and essential for restoring ecological function and maintaining biodiversity maintenance. …”
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Health Workforce related challenges for Emergency Obstetric Care at peripheral health facilities: Providers’ Perspective by Sarika Dakhode, Abhay Gaidhane, Pramita Muntode, Sonali Choudhari, Quazi Syed Zahiruddin, Ajay Dawale

“…Abstract Introduction: Ministry of Health and Family Welfare of India is constantly Functioning to provide optimum health care to achieve Sustainable Development Goals (SDGs) by updating health infrastructure. …”
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Traditional Agroforestry Models Based on Local Knowledge in the Mount Mutis-Timau Highlands,Timor Island, Indonesia by Fransiskus Xaverius Dako, Yudhistira A.N.R. Ora, Fabianus Ranta, Yudhistira A.N.R. Ora, Yakub Benu, Blasius Paga, Fredik S. Aramak, Eko Pujiono

“…Data were collected through a series of systematic stages, including indepth interviews with respondents who were heads of households and community leaders, direct observation of the land, and literature studies related to agroforestry patterns. A descriptive analysis using a qualitative approach was conducted to obtain important information regarding the actual conditions observed. …”
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Digital Storytelling for People With Cognitive Impairment Using Available Mobile Apps: Systematic Search in App Stores and Content Analysis by Di Zhu, Abdullah Al Mahmud, Wei Liu, Dahua Wang

“…The reviewed apps featured capture memory, save, reminisce, and share functions, which are critical in supporting cognitive functions and enhancing user engagement. …”
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Non-linear associations and threshold effects of BRI, CI, and WHtR with grip strength in U. S. adults aged ≥20 years: a cross-sectional study by Sijia Yang, Kun Liao, Lu Zhou, Shengbo Zhang, Jianchao Wu

“…BackgroundMuscle strength is strongly associated with various physiological functions and health risks, with grip strength serving as a key indicator for its assessment. …”
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Improved smart city security using a deep maxout network-based intrusion detection system with walrus optimization by Wahid Rajeh, Majed Aborokbah, Manimurugan S., Umar Albalawi, Ahamed Aljuhani, Osama Shibl Abdalghany Younes, Karthikeyan Periyasami

“…The DMN is configured with an architecture that includes multiple layers with maxout activation functions. These layers are capable of capturing complex patterns in the data, making the DMN particularly effective for identifying anomalies in IoT network traffic. …”
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<i>DBI</i> as a Novel Immunotherapeutic Candidate in Colorectal Cancer: Dissecting Genetic Risk and the Immune Landscape via GWAS, eQTL, and pQTL by Ting Tian, Huan Han, Jingtao Huang, Jun’e Ma, Ruoxi Ran

“…Further validation was performed using The Cancer Genome Atlas (TCGA) to assess gene expression patterns and prognostic significance. Additionally, immune infiltration analysis was conducted to characterize the tumor immune microenvironment. …”
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Study on the Wind Pressure Distribution in Complicated Spatial Structure Based on k-ε Turbulence Models by Jing Wang, Shixiong Zhou, Hui Liu, Shixing Zhao, Fei He, Lei Zhao

“…Furthermore, scalable wall functions and non-structured grids with appropriate refinement on both turbulent regions and structural surfaces are also adopted in the RANS method. …”
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Identification and characterization of soybean phytochrome-interacting factors and their potential roles in abiotic stress by Dewei Mu, Zhaowei Shui, Haoyu Guo, Hengke Jiang, Yuhan Liu, Liqiu Luo, Yanpeng Zhang, Xinxin Zhang, Jiaxin Yu, Shulin Liao, Liang Yu, Chunyan Liu, Junbo Du

“…Nevertheless, research on PIFs in soybean is relatively scarce. In this study, we conducted a comprehensive analysis of the gene structure, chromosomal location, conserved motifs, phylogenetic relationships, and expression patterns of the Glycine max PIF (GmPIF) genes. …”
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Real-world safety of carboplatin in non-small cell lung cancer: a retrospective signal detection and subgroup analysis based on the FAERS database by Lei Wang, Kunpeng Yang, Kunpeng Yang, Hui Zhao, Peiyun Lv, Chenglun Cai, Zhe Wang, Bao Wang, Bao Wang, Bao Wang

“…Subgroup analyses revealed distinct patterns: males exhibited increased infection-related events, whereas females were more prone to gastrointestinal and hepatic complications. …”
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