Transformer-based ensemble model for dialectal Arabic sentiment classification by Omar Mansour, Eman Aboelela, Remon Talaat, Mahmoud Bustami

“…Sentiment analysis is crucial for assessing public sentiment toward specific issues; however, applying it to dialectal Arabic presents considerable challenges in natural language processing. …”
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Investigating the Relationship Between Spiritual Health and Identity Styles in Patients Referred to the Baharenko Center by Maryam Momeni

“…Identity styles are also based on socio-cognitive processes, in which people are placed in different situations based on their preferred way of processing information, discussing issues related to identity, and making individual decisions. …”
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Assessing the Biological Safety of Dairy Products with Residual Antibiotics by Olga S. Chaplygina, Oksana V. Kozlova, Maria Yu. Zharko, Andrey N. Petrov

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Ultrasound Acceleration of Milk Fat Separation by Vladimir G. Bliadze, Vladislav Yu. Yaryshev, Alexander L. Nikolaev

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Messaging and Information in Mental Health Communication on Social Media: Computational and Quantitative Analysis by Rebecca K Ivic, Amy Ritchart, Shaheen Kanthawala, Heather J Carmack

“…Yet the limited emphasis on cognitive processing may indicate a gap in how organizations address more nuanced or complex mental health issues. …”
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An Assessment of Measuring Local Levels of Homelessness Through Proxy Social Media Signals by Yoshi Bird, Sarah Grobe, Michael Arnold, Sean Rogers, Mikaela Fudolig, Julia Zimmerman, Christopher Danforth, Peter Sheridan Dodds

“…While a computational approach to social media analysis may provide a low-cost, real-time dataset rich with information about nationwide and localized impacts of homelessness and homelessness policy, we find that practical issues abound, limiting the potential of social media as a proxy to complement other measures of homelessness.…”
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The influence of acidic comonomer on the properties of polyacrylonitrile fibers produced by the dimethylformamide method by Natallia V. Pchalova, Leonid A. Shcherbina, Iryna A. Budkute, Iryna S. Kozlovskaya

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Digital insurance acceptance among older adults in the context of AI by Poorna Chandran K. R., Deepa Ittimani Tholath

“…Customer satisfaction scores for chatbot services and automated claims processing stood at 55% and 50%, respectively. These calculated scores are below the American Customer Satisfaction Index (ACSI) benchmark of 77.9% for Q2 2024. …”
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Health literacy prediction models based on machine learning methods: a scoping review by PAN Xiang, TONG Yingge, LI Yixuan, NI Ke, CHENG Wenqian, XIN Mengyu, HU Yuying

“…Conclusion: Health literacy prediction models based on machine learning methods perform well, but have deficiencies in risk of bias, data processing and validation.…”
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Enhancing cognitive and physical performance in older adults through wearable sensor-based interactive cognitive-motor training: a randomized clinical trial by Jihye Jung, Han-Cheol Ryu, Seungwon Lee

“…Physical inactivity compounds these issues, whereas increased physical activity can lead to healthier cognitive aging. …”
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The Moral Foundations of Populist Communication: A Semantic Network Analysis of Political Parties’ Social Media Discourse in a Multiparty System by Anna Wickenkamp, Frederic R. Hopp, Michael Hameleers, Linda Bos

“…Using Moral Foundations Theory, natural language processing, and a computational semantic network approach, we analyzed 11,205 social media posts from Dutch political parties and leaders during the 2023 Dutch election campaign across X, Facebook, and Instagram. …”
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Design and Implementation of an Integrated Underwater Wireless Optical Communication and Ranging System by WANG Jiale, ZHENG Kaiwen, LIAN Jie

“…【Methods】To address these issues, the paper proposes an Optical Integrated Communication and Ranging (OICAR) system based on spread-spectrum signals. …”
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Improving the Reliability of DC-DC Power Supply by Reserving Feedback Signals by V. A. Shpenst, E. A. Orel

“…The topicality of the work is related to the importance of power supply issues in modern electronics, since the quality of operation of consumer electrical appliances, including critical ones, directly depends on the serviceability of sources. …”
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Deep Learning Methods and UAV Technologies for Crop Disease Detection by S. G. Mudarisov, I. R. Miftakhov

“…The paper proposes solutions to these issues, including algorithm optimization and improved data preprocessing techniques. …”
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Forming competitiveness of a specialist to-be in the youth policy system of the North-Caucasus Federal University by M. I. Kochergin

“…The study of this problem will continue as there remain unresolved issues indicated in the conclusion of the main text.…”
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Interpersonal relationships in patients suffering from chronic musculoskeletal pain: a case-control study analyzing core conflictual relationship themes and interpersonal problems by Pernilla Abrahamsson, Bo Vinnars, Annika Lindgren

“…Conclusions The impact of interpersonal issues may differ depending on type of pain diagnosis. …”
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Microbial Quality and Prevalence of Water Adulteration of Pasteurized Milk Marketed in Addis Ababa, Ethiopia by Hiwot Tadesse, Aynadis Tamene, Gulelat Dessie

“…Overall, this study underscores critical issues with pasteurized milk quality in Addis Ababa, including frequent water adulteration and elevated microbial contamination, which pose risks to both nutritional value and consumer health. …”
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High-performance reconfigurable encryption scheme for distributed storage by Zhihua FENG, Yuxuan ZHANG, Chong LUO, Jianing WANG

“…As the world embraces the digital economy and enters an information society, data has emerged as a critical production factor.The collection, processing, and storage of data have become increasingly prevalent.Distributed storage systems, known for their efficiency, are widely used in various data fields.However, as the scale of data storage continues to expand, distributed storage faces more significant security risks, such as information leakage and data destruction.These challenges drive the need for innovative advancements in big data distributed storage security technology and foster the integration of domestic cryptographic technology with computing storage technology.This work focused on addressing security issues, particularly information leakage, in distributed storage nodes.A dynamic and reconfigurable encryption storage solution was proposed, which considered the requirements for encryption performance and flexibility.A high-performance reconfigurable cryptographic module was designed based on the bio mapping framework.Based on this module, multiple storage pools equipped with different cryptographic algorithms were constructed to facilitate high-performance encryption and decryption operations on hard disk data.The scheme also enabled dynamic switching of cryptographic algorithms within the storage pools.A cryptographic protocol with remote online loading functions for cryptographic algorithms and keys was developed to meet the unified management and convenient security update requirements of reconfigurable cryptographic modules in various storage nodes.Furthermore, the scheme implemented fine-grained data encryption protection and logical security isolation functions based on cryptographic reconstruction technology.Experimental results demonstrate that the performance loss of this scheme for encryption protection and security isolation of stored data is approximately 10%.It provides a technical approach for distributed storage systems to meet the cryptographic application technology requirements outlined in GB/T 39786-2021 “Information Security Technology-Basic Requirements for Cryptography Applications” Level 3 and above in terms of device and computing security, application and data security.…”
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Tea and Tea Product Diversification: A Review by Kanij Fatema Tuz Zohora, Md. Riyadh Arefin

“…This review broadly focuses on the issues leading to the development of wide range of tea and tea product diversification. …”
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Exposure to arsenic and cognitive impairment in children: A systematic review. by Yumei Tian, Qi Hou, Mingyue Zhang, Er Gao, Yue Wu

“…Higher arsenic levels were associated with lower IQ scores, slower processing speeds, and impaired memory and language skills. …”
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