Predicting female football outcomes by machine learning: behavioural analysis of goals as high stress events by Aratz Olaizola, Ibai Errekagorri, Elsa Fernández, Julen Castellano, John Suckling, Karmele Lopez-de-Ipina

“…We applied a comprehensive approach that integrates spatiotemporal and behavioural data during the transitional period following goals focusing on team dynamics, including chaotic and collective behavioural analysis with entropy and fractality, spatial area, movement trajectories, and locomotor patterns. …”
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The Interplay of Self-Construal and Service Co-Workers’ Attitudes in Shaping Emotional Labor Under Customer Injustice by Yingkang Gu, Xiuli Tang

“…To address this gap, the current study integrates intrapersonal and interpersonal factors to explore their joint effects on employees’ emotional labor strategies when encountering customer injustice. …”
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Anxiety mediates the effect of social media addiction on negative attentional bias: the moderating role of impulsivity by Rui Qiu, Yushan Li, Yue Gong, Zhihua Guo, Sizhe Cheng, Mengze Li, Xia Zhu

“…ObjectiveIn China, platforms such as WeChat serve as integral hubs for communication, education, and daily life, rendering social media addiction a pressing concern among university students. …”
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Plant attribute extraction: An enhancing three-stage deep learning model for relational triple extraction. by Zhihao Zong, Hongtao Shan, Gaoyu Zhang, George Xianzhi Yuan, Shuyi Zhang

“…The modification of the word embedding layer is intended to better integrate contextual information during text representation and reduce the interference of erroneous information. …”
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Develovment of literacy teaching materials in elementary schools based on local wisdom in Kuningan by Ifah Hanifah, Ida Hamidah, Sun Suntini, Ton Thi Thuy Trang, Zulfitriyani Zulfitriyani

“…The research addresses the gap in the availability of teaching materials that integrate local wisdom values, particularly in the Kuningan region, which are essential for promoting holistic literacy development. …”
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A survey of multimodal composite editing and retrieval by Suyan Li, Fuxiang Huang, Lei Zhang

“…Multimodal composite retrieval integrates diverse modalities such as text, image and audio to provide more accurate, personalized, and contextually relevant results. …”
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Strengthening teacher digital competence in higher education through micro-courses: a systematic literature review by Sandra-Inés Trujillo-Juárez, Ricardo Chaparro-Sánchez, Adelina Morita-Alexander, Alexandro Escudero-Nahón, Alexandra Delgado-González

“…As a result, a bibliographic matrix derived from the data extraction, a thematic analysis, and a qualitative synthesis of the reviewed studies are presented, as well as their practical applications and future research directions, aiming to provide an integrated perspective on research conducted in this field.…”
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Models of user experience quality in computer information systems by П. Р. Пелех, В. М. Юзевич

“…Unlike traditional Quality of Service (QoS) or subjective Quality of Experience (QoE) models alone, EPQuE integrates technical and perceptual factors through an adaptive algorithmic pipeline. …”
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Characteristics and smoking behaviors among patients with drug-resistant tuberculosis (DR-TB) in South Africa by Phindile Zifikile Shangase, Brandon S. Shaw, Ina Shaw

“…Conclusion The findings underscore the urgent need for targeted smoking cessation interventions integrated into DR-TB care, emphasizing consistent counselling, improved disclosure of smoking behaviors, and enhanced education on smoking risks to support patients in quitting.…”
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Enhancing Healthcare Security: A Unified RBAC and ABAC Risk-Aware Access Control Approach by Hany F. Atlam, Yifu Yang

“…The proposed model’s ability to dynamically assess risk and adjust access permissions based on contextual factors significantly enhances its ability to mitigate threats and protect sensitive medical data.…”
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The self-perceived role of tech champions in municipal healthcare services—a descriptive qualitative study by Sissel Pettersen, Hilde Eide, Anita Berg

“…The findings indicate that while it is important who holds the tech champion role, tech champions are not strategically integrated into municipal health technology implementation processes.…”
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A Fire Segmentation Method with Flame Detail Enhancement U-Net in Multispectral Remote Sensing Images Under Category Imbalance by Rui Zou, Zhihui Xin, Guisheng Liao, Penghui Huang, Rui Wang, Yuhu Qiao

“…ACmix integrates self-attention and convolution to capture global semantic features while maintaining computational efficiency, improving both contextual awareness and local detail. …”
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AuxTransUNet: Enhancing Remote Sensing Image Segmentation of Open-Pit Mining Areas in Qinghai–Tibet Plateau by Fangzhou Hong, Guojin He, Guizhou Wang, Zhaoming Zhang, Yan Peng

“…To address these challenges, we propose AuxTransUNet, a hybrid deep learning framework that integrates CNNs with transformers to enhance both local detail extraction and global contextual understanding. …”
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Segmentation and Fractional Coverage Estimation of Soil, Illuminated Vegetation, and Shaded Vegetation in Corn Canopy Images Using CCSNet and UAV Remote Sensing by Shanxin Zhang, Jibo Yue, Xiaoyan Wang, Haikuan Feng, Yang Liu, Meiyan Shu

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Exploring dementia care for community-dwelling older adults in Thailand: A qualitative descriptive study by Parichat Mongklam, Phachongchit Kraithaworn, Sangduen Piyatrakul

“…Twenty-two participants, including CHNs, VHVs, and family caregivers, were purposively selected from a metropolitan district in Thailand. Data were collected through semi-structured interviews and focus group discussions, supplemented by contextual health assessments. …”
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Approaches used to prevent and reduce the use of restrictive practices on adults with learning disabilities: a realist review by Joy Duxbury, Alina Haines-Delmont, John Baker, Peter Baker, Gary Bourlet, Elaine Craig, James Ridley, Rachel Whyte, Beth Morrison, Michaela Thomson, Anthony Tsang, Tella Lantta

“…RAMESES training materials. BMC Med 2013:61–14). Data sources Secondary data from existing literature (scoping review, evidence synthesis including 53 articles and supplementary searches). …”
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SCRED-Distillation: Improving Low-Dose CT Image Quality via Feature Fusion and Mutual Learning by Yanqing Wang, Xinru Zhan, Wanquan Liu, Yingying Li, Kexin Guo, Huafeng Wang

“…This approach synergistically integrates the global contextual awareness of Transformer architectures with the efficiency and regularization benefits of Knowledge Distillation. …”
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Optimised knowledge distillation for efficient social media emotion recognition using DistilBERT and ALBERT by Muhammad Hussain, Caikou Chen, Muzammil Hussain, Muhammad Anwar, Mohammed Abaker, Abdelzahir Abdelmaboud, Iqra Yamin

“…To address these issues, we propose a novel knowledge distillation framework that transfers knowledge from a fine-tuned BERT-base teacher model to lightweight DistilBERT and ALBERT student models, optimised for efficient emotion recognition. Our approach integrates a hybrid loss function combining focal loss and Kullback-Leibler (KL) divergence to enhance minority class recognition, attention-head alignment for effective contextual knowledge transfer, and semantic-preserving data augmentation to mitigate class imbalance. …”
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A hybrid deep learning model for sentiment analysis of COVID-19 tweets with class balancing by Md. Alamin Talukder, Md. Ashraf Uddin, Suman Roy, Partho Ghose, Smita Sarker, Ansam Khraisat, Mohsin Kazi, Md Momtazur Rahman, Musawer Hakimi

“…This study proposes a hybrid deep learning (DL) model that integrates Bidirectional Encoder Representations from Transformers (BERT) for contextual feature extraction with Long Short-Term Memory (LSTM) networks for sequential learning to classify COVID-19-related sentiments. …”
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Pandemics, Protests, and Publics by Sarah Shugars, Adina Gitomer, Stefan McCabe, Ryan J. Gallagher, Kenneth Joseph, Nir Grinberg, Larissa Doroshenko, Brooke Foucault Welles, David Lazer

“… As an integral component of public discourse, Twitter is among the main data sources for scholarship in this area. …”
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