Recurrence-Based Techniques for Data-Driven Fault Diagnosis and Monitoring in Neutral-Point-Clamped Inverters by Lincoln Moura De Oliveira, Menaouar Berrehil El Kattel, Esio Eloi Dos Santos Filho, Juan C. Vasquez, Josep M. Guerrero, Fernando Luiz Marcelo Antunes

“…Unlike conventional deep learning-based approaches, the proposed method requires minimal data, offers high interpretability, and enhances the feature extraction process by capturing nonlinear dynamics and hidden patterns in the time-series data, which are often not accessible through traditional statistical or spectral techniques. …”
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Spatio-Temporal Data Augmentation Method for Network Traffic Prediction by Sung Oh, Myeong-Jun Oh, Jong-Kyung Im, Ji-Yeon Park, Joung-Sik Kim, Na-Rae Yi, Myung-Ho Kim, Sung-Ho Bae

“…Moreover, network traffic data often exhibits localized and granular patterns, meaning that augmented data with significant spatial deviations from the original distribution can undermine structural consistency, leading to severe performance degradation in prediction models. …”
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Drivers of prehistoric cultural evolution in the Chengdu Plain: Fire events and environmental changes during the middle and late Holocene by Jianghong Wu, Mengxiu Zeng, Yunfeng Liu, Cheng Zhu, Yongqiu Wu, Xinyi Mao, Nengjing Wang, Xiaolu Wang, Jiasheng Wang, Zhangrong Wu

“…An expansion of herbaceous vegetation likely contributed to heightened fire frequencies, particularly of local fires after 4500 cal. a BP, indicating that climatic conditions significantly influenced fire regimes alongside changing vegetation patterns. (3) High charcoal concentrations in the late phases of earlier cultural periods correlate with later settlements located at higher elevations and greater distances from rivers. …”
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Nutritional status and associated factors among adolescent girls attending high schools in Jigjiga, Ethiopia by Mahamed Abdulahi Ahmed, Abdulkarim Mohamed Ali, Shamsedin Mahdi Hassan, Hassen Mahamed Jerar

“…This study assessed the sociodemographic, socio-economic, nutritional status, dietary patterns, physical activity, lifestyle, and health conditions of 148 schoolgirls in the Somali Region, Ethiopia. …”
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Coat Proteins of the Novel Victoriviruses FaVV1 and FaVV2 Suppress Sexual Reproduction and Virulence in the Pathogen of Fusarium Head Blight by Shulin Cao, Xiaoyue Yang, Lele Xia, Xing Zhang, Haiyan Sun, Yuanyu Deng, Yan Shu, Aixiang Zhang, Huaigu Chen, Wei Li

“…The GFP-tagged CP1 and CP2 revealed distinct cellular localization patterns, suggesting various mechanisms of interaction with the host. …”
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Food insecurity and health behaviors in a disaster-affected population: A case study of Tacloban, Philippines by Gashaw Enbiyale Kasse, Abdo Megra Geda, Aregash Wendimu Tumebo, Elvis Akem Tambe, Abraham Belete Temesgen, Mulusew Tesfaye Yitie, Tadesse Mihiret Yimam, Samuel Atalay Shiferaw

“…In addition, we explored a variety of health-related behaviors among participants, including the use of traditional healing practices, engagement in physical activity, sleep patterns and duration, dietary habits, medication adherence, as well as alcohol and tobacco use. …”
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Integrating large language models in biostatistical workflows for clinical and translational research by Steven C. Grambow, Manisha Desai, Kevin P. Weinfurt, Christopher J. Lindsell, Michael J. Pencina, Lacey Rende, Gina-Maria Pomann

“… Abstract Introduction: Biostatisticians increasingly use large language models (LLMs) to enhance efficiency, yet practical guidance on responsible integration is limited. …”
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Optimizing Effects of Organic Farming and Moderately Low Nitrogen Levels on Soil Carbon and Nitrogen Pools by Guanghua Wang, Yu Yang, Yuqi Chen, Shilong Yu, Xiaomin Huang, Min Jiang, Zujian Zhang, Lifen Huang

“…Therefore, a field trial was conducted to elucidate the impacts of different cultivation patterns and nitrogen application rates on soil carbon and nitrogen pools, especially on how these factors affect the components of soil organic carbon. …”
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Physics-based modeling and mechanism of polycrystalline diamond tool wear in milling of 70 vol% Si/Al composite by Lianjia Xin, Guolong Zhao, Zhiwen Nian, Haotian Yang, Liang Li, Ning He

“…The study uncovers the variation patterns of abrasive and adhesive wear during the tool wear process, and the proposed model offers a robust framework for predicting tool wear during the machining of high-volume fraction Si/Al composites. …”
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A composite risk score to identify older adults at high risk of hearing loss in a community screening program by Juan Juan Li, Wei Xiang Gao, Jiao Wang, Yan Hong Zhang, Fei Ji, Yao Dan Yuan, Peng Zhang, Fang Ma, Lin Xu, Xian Hai Zeng

“…Similar dose-response patterns were observed at all frequencies tested (0.5 to 8 kHz). …”
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Influence of Gender, Parental Control, Academic Performance and Physical Activity Level on the Characteristics of Video Game Use and Associated Psychosocial Problems in Adolescents by Manuel Isorna-Folgar, Adrián Mateo-Orcajada, José María Failde-Garrido, María Dolores Dapia-Conde, Raquel Vaquero-Cristóbal

“…Previous research has determined the relevance of video games for adolescents; however, it has not been possible to establish differences in usage patterns and certain psychological variables according to gender, parental control, academic performance, physical activity level or game type, nor the relationship between these variables. …”
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Measurement-Based Assessment of Energy Performance and Thermal Comfort in Households Under Non-Controllable Conditions by George M. Stavrakakis, Dimitris Bakirtzis, Dimitrios Tziritas, Panagiotis L. Zervas, Emmanuel Fotakis, Sofia Yfanti, Nikolaos Savvakis, Dimitris A. Katsaprakakis

“…The current research presents a practical approach to assess energy performance and thermal comfort in households through monitoring campaigns. …”
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Metabolome and transcriptome profiling reveals light-induced anthocyanin biosynthesis and anthocyanin-related key transcription factors in Yam (Dioscorea Alata L.) by Peipei Zhang, Shiqiang Xu, Long Zhang, Xulong Li, Jie Qi, Lin Weng, Shike Cai, Jihua Wang

“…RT-qPCR confirmed that the expression patterns of these four TFs, strongly induced by light, were consistent with the expression of structural genes involved in anthocyanin biosynthesis. …”
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E-scooter riders: A cross-cultural analysis of traffic safety attitudes and behaviors by Milad Delavary, Craig Lyon, Ward G.M. Vanlaar, Robyn D. Robertson, Dimitrios Nikolaou, George Yannis

“…The rapid adoption of electric scooters (e-scooters) has transformed urban mobility, offering a practical and flexible alternative to traditional transportation modes, particularly in areas with limited access to public transit. …”
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IoT‐Based Elderly Health Monitoring System Using Firebase Cloud Computing by Adhan Efendi, Muhammad Imam Ammarullah, Indra Griha Tofik Isa, Meli Puspita Sari, Jasmine Nurul Izza, Yohanes Sinung Nugroho, Hamid Nasrullah, Denny Alfian

“…Future enhancements may include integration with artificial intelligence technologies such as machine learning and deep learning to predict health conditions from data patterns, further improving the system's capabilities and effectiveness in elderly care.…”
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The response of the stem sap flow dynamics of Tamarix ramosissima to rainfall variability in the desert-oasis transition zone of Northwest China by Feiyao Liu, Lijuan Zhang, Quangang You, Quangang You, Xian Xue, Xian Xue, Guohua Liu, Chang Feng

“…However, a significant knowledge gap remains in the understanding of how plant transpiration responds to changes in precipitation patterns within dryland ecosystems. In the present study, the stem sap flow of the phreatophyte xerophytic shrub Tamarix ramosissima, meteorological factors, soil moisture content, and bare soil evaporation were examined to assess the effects of two different rainfall categories (category I: lower mean rainfall amount and duration; category II: higher mean rainfall amount and duration) on stem sap flow dynamics. …”
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Adaptive biases-incorporated latent factorization of tensors for predicting missing data in water quality monitoring networks by Xuke Wu, Xuke Wu, Lan Wang, Lan Wang, Miao Ge, Miao Ge, Jing Jiang, Jing Jiang, Yu Cai, Bing Yang, Bing Yang

“…Building on this insight, this study proposes an adaptive biases-incorporated LFT (ABL) model with four-fold ideas: basic linear biases to describe constant fluctuations in water quality data; weighted pretraining biases to capture historical prior information of data fluctuations; time-aware biases to model long-term patterns of water quality fluctuations; and hyperparameter adaptation via particle swarm optimization (PSO) to enhance practicality. …”
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The phenology of Epilobium hirsutum L.: assessing marker compounds variability of a pharmaceutically important plant remedy by Olha Mykhailenko, Olha Mykhailenko, Olha Mykhailenko, Banaz Jalil, Kateryna Uminska, Liudas Ivanauskas, Zigmantas Gudžinskas, Michael Heinrich, Michael Heinrich

“…Shaded, moist habitats were found to promote higher biosynthesis of secondary metabolites, whereas open, dry conditions favoured biomass yield. Distinct seasonal patterns in the accumulation of β-hydroxycinnamic acids and ellagitannins provide insight into their physiological functions and potential pharmacological significance. …”
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Dataset of microscale atmospheric flow and pollutant concentration large-eddy simulations for varying mesoscale meteorological forcing in an idealized urban environmentZenodo by Eliott Lumet, Thomas Jaravel, Mélanie C. Rochoux

“…Assessing these risks requires the development of microscale meteorological models that quickly and accurately predict wind velocity and pollutant concentration with high resolution, as the heterogeneity of urban environments leads to complex wind patterns and strong pollutant concentration gradients. …”
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Forest disturbance shapes habitat selection but not migratory tendency for partially migratory ungulates by Teagan A. Hayes, Collin J. Peterson, Nicholas J. DeCesare, Chad J. Bishop, Colby B. Anton

“…Although variance in selection behaviors among individuals was high, population‐level patterns were remarkably similar among study areas, suggesting these responses may be generalizable to mule deer throughout the northern Rocky Mountains. …”
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