Multi-level fusion with fine-grained alignment for multimodal sentiment analysis by Xiaoge Li, Yanan Ma, Xiaochun An, Jinshuo Xing, Ren Liu, Yunsheng Ren

“…Abstract Multimodal sentiment analysis (MSA) integrates and processes data from multiple sources, like audio and text, to better understand human emotions through cross-modal interactions. …”
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Surgical quality and health utilization of gastric cancer surgery in China: a post hoc analysis of the Prevalence of Abdominal Complications After Gastroenterological Surgery study by Jian Zhang, Xin Wang, Bin Wu, Qi Wang, Yong Li, Ziyu Li, Jiafu Ji, Fei Shan, Lu Zang, Jun You, Lin Fan, Hua Huang, Jiang Yu, Wu Song, Changqing Jing, Su Yan, Zhouqiao Wu, Tingfei Gu, Tianxiao Wei, Jiafa Ji, Fenglin Liu, Zhengrong Li, Hankun Hao, Chaohui Zheng, Pin Liang, Jiaming Zhu, Zhaojian Niu, Linghua Zhu

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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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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

“…Data collection involved both qualitative methods—such as interviews and observations—and quantitative methods from questionnaires and tests. …”
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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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A systematic review of mindfulness-based interventions to reduce ICU nurse burnout: global evidence and thematic synthesis by Budur Ateeq A. Alharbi, Niall McKenna

“…Evidence supports their integration into wellness initiatives within hospital settings, with attention to program structure, duration, and organizational facilitation. …”
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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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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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Linguistic Mechanisms for Generating Fake News Using Artificial Intelligence by Roman V. Trofimov

“…Since 2022, there has been an active integration of artificial intelligence into all areas of human activity. …”
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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

“…Braun and Clarke’s [2022] description of reflexive thematic analysis guided the data analysis. Results We found that tech champions hold an undefined role, holding neither predefined job descriptions nor assigned clear-cut dedicated tasks. …”
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Platform Digital sebagai Media Pembelajaran Kewirausahaan di Sekolah dan Perguruan Tinggi by Tuty Tuty, Hasanuddin Sirait, Edison Ulung Panggabean Simanihuruk

“…The research method used is a descriptive qualitative approach with data collection through observation, interviews, and documentation studies at a number of educational institutions that have implemented digital-based entrepreneurship learning. …”
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Re-use of Building Products in the Netherlands by Loriane Icibaci

“…Building products remain in use for long time spans, which affects the planning and integration of strategies to recover them for reuse. …”
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Mapping research trends in ethnomathematics within mathematics education: A bibliometric study by Muh. Ikhwan Fauzan, Raden Rosnawati, Azkiya Salsabila, Moh. Slamet Sutrimo, Sa'adatul Ulwiyah, Muhammad Iqbal

“…Ethnomathematics integrates cultural values and local knowledge into mathematics education, fostering contextual and inclusive learning. …”
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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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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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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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Board effectiveness and carbon emission disclosure: evidence from ASEAN countries by Marwan Mansour, Almothanna Jamil Abu-Allan, Sajead Mowafaq Alshdaifat, Dheif Allah E’leimat, Mohammed W. A. Saleh

“…Notably, board independence has a negative impact on disclosure, highlighting contextual governance challenges in the ASEAN region. …”
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HiEE: Hierarchical feature fusion for Chinese event extraction by Shuxiang Hou, Yurong Qian, Jiaying Chen, Jigui Zhao, Huiyong Lv, Hongyong Leng

“…To overcome these difficulties, we have organized and annotated a fine-grained event dataset related to governance texts from real-world Chinese event data, covering flat, overlapped, and nested events. …”
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Illocutionary indicators of sarcasm in the genre of sports analytical articles by Ksenia A. Pavlova

“…The main research methods include theoretical analysis and synthesis, corpus analysis together with discourse, contextual and interpretive analyses. The integrated application of the methods enumerated has given an opportunity to obtain reliable data on the most frequent illocutionary indicators of sarcasm and their linguistic representation. …”
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The dual impact of physical exercise on depression and fall risk in older Chinese adults — evidence from CHARLS 2020 by Wenhui Yuan, Jinghang Cui

“…This study investigates the interrelationships among physical exercise, depression, and fall risk using data from the 2020 wave of the China Health and Retirement Longitudinal Study (CHARLS).MethodsWe analyzed a sample of 3,694 older adults. …”
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