Forecasting Foreign Exchange Volatility Using Deep Learning Autoencoder-LSTM Techniques by Gunho Jung, Sun-Yong Choi

“…Forecasting FX volatility is a crucial financial problem that is attracting significant attention based on its diverse implications. Recently, various deep learning models based on artificial neural networks (ANNs) have been widely employed in finance and economics, particularly for forecasting volatility. …”
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Career Motivation in the Process of State Regulation of Youth Employment by Natalya Stativka, Anna Batiuk

“…Originality/Value: Currently, the science of public administration does not pay due attention to the role of public institutions in providing career motivation or to the legal consolidation of the measures that motivate productive work. …”
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Sybil-Resistant Self-Sovereign Identity Utilizing Attested Execution Secure Processors and Zero-Knowledge Membership Proofs by Koichi Moriyama, Akira Otsuka

“…Increasing attention to digital identity and self-sovereign identity (SSI) is gaining momentum. …”
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The mediating effect of self-efficacy and physical activity with the moderating effect of social support on the relationship between negative body image and depression among Chines... by Ye Yuan, Yanling Tu, Yuqi Su, Lei Jin, Yu Tian, Xuesong Chang, Ke Yang, Haiyun Xu, Junyi Zheng, Daili Wu

“…Self-efficacy is an important mediator, and social support moderates adherence to physical exercise. Therefore, attention should be paid to the mental health issues of college students with negative body images.…”
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Classical and machine learning tools for identifying yellow-seeded Brassica napus by fusion of hyperspectral features by Fan Liu, Fang Wang, Zaiqi Zhang, Liang Cao, Jinran Wu, You-Gan Wang

“…IntroductionDue to its favorable traits-such as lower lignin content, higher oil concentration, and increased protein levels-the genetic improvement of yellow-seeded rapeseed has attracted more attention than other rapeseed color variations. Traditionally, yellow-seeded rapeseed has been identified visually, but the complex variability in the seed coat color of Brassica napus has made manual identification challenging and often inaccurate. …”
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Religion and politics of belonging in digital times: youth religiosity in focus by Astrid Mattes, Miriam Haselbacher, Katharina Limacher, Christoph Novak

“…This is guided by algorithms following the logic of attention economy that structures social media as well as by the conscious search for digital possibilities of inclusion. …”
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Sequential separation of anti-diabetic drugs in the presence of melamine as impurity using chromatographic methods by Maimana A. Magdy, Maha M. Abdelrahman, Doaa G. Mohamed, Amal B. Ahmed

“…Abstract The study of green analytical chemistry has garnered significant attention in the context of mitigating global environmental contamination. …”
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Prospects of using zein markers in breeding waxy maize lines and varieties by V. V. Sidorova, Yu. A. Kerv, G. V. Matveeva, A. V. Konarev

“…Among the numerous maize accessions in the VIR collection, Plant special attention is drawn to the lines and varieties of waxy maize due to their specific feature, that is, the content of high-quality grain starch that consists entirely of amylopectin. …”
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Continuity and volume of bone cement and anti osteoporosis treatment were guarantee of good clinical outcomes for percutaneous vertebroplasty: a multicenter study by Zhen Cheng, Guangzong Ren, Ziyi Li, Xianda Gao, Di Zhang, Guiyue Chen

“…Abstract Background As the most prevalent fragility fracture caused by osteoporosis, increasing attention was paid to vertebral compression fractures (VCF) day by day. …”
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‘It takes a village’: patient lived experiences of residential treatment for an eating disorder by Rebekah Rankin, Janet Conti, Lucie Ramjan, Phillipa Hay

“… Background Residential treatment facilities for eating disorders are becoming increasingly common and purport to provide recovery-orientated care in a less restrictive environment than traditional hospital settings. However, minimal attention has focused on individuals’ lived experiences of these residential services. …”
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Crystal structure modulating performances for 213-nm GeO2 solar-blind photodetectors via DC reactive magnetron sputtering method by Chengming Wei, Jiabao Liu, Xinru Lan, Cheng Yang, Shuiping Huang, Dongdong Meng, Zhengwei Chen, Hongguang Duan, Xu Wang

“…Abstract Owing to the ultra-wide bandgap energy, high thermal conductivity, and ambipolar capability, GeO2 films are receiving great attention for potential applications in power devices and solar-blind photodetectors. …”
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Conceptual Transformations of Public Diplomacy by M. M. Lebedeva

“…It is obvious that this subject area should attract the attention of researchers of International Relations to a greater extent than it is observed today.…”
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In Praise of Diversity in Participatory Heritage Planning Empowered by Artificial Intelligence: Windcatchers in Yazd by Mahda Foroughi, Tong Wang, Ana Pereira Roders

“…Heritage planning is changing, in both theory and practice. There is greater attention to the cultural significance (values and attributes) conveyed to a heritage property, rather than focusing on the property alone. …”
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THE DESIRE FOR RECOGNITION IN THE CONTEXT OF FRANCIS FUKUYAMA’S UNIVERSAL HISTORY by T. V. Danylova

“…Fukuyama’s concept is important and interesting because it draws attention to the sphere of human values, which essentially influences the basis of personality structure. …”
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Evaluation of Sharia-based Sustainability Reporting Framework Influenced by the Emergence of Metaverse Axes in Accounting by Hossein Keshavarzi Nejhad, Maryam Shahri, Vahid Oskou, Mohammad Reza Abdoli

“…One of these fields in Islamic societies is the issue of Sharia-based sustainability reporting, which has received attention in the past few years. The purpose of this research is evaluation of Sharia-based sustainability reporting framework influenced by the emergence of metaverse axes in accounting. …”
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Microalgae and microbial inoculant as partial substitutes for chemical fertilizer enhance Polygala tenuifolia yield and quality by improving soil microorganisms by Yuying Su, Ying Ren, Gang Wang, Jinfeng Li, Hui Zhang, Yumeng Yang, Xiaohui Pang, Jianping Han

“…Bio-organic fertilizers (BOFs) including microbial inoculants and microalgae have garnered considerable attention as potential substitutes for chemical fertilizer to enhance yield. …”
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Symptom-based depression subtypes: brain dynamic specificity and its association with gene expression profiles by Qunjun Liang, Zhifeng Zhou, Shengli Chen, Shiwei Lin, Xiaoshan Lin, Ying Li, Yingli Zhang, Bo Peng, Gangqiang Hou, Yingwei Qiu

“…Subsequently, brain dynamics were evaluated using fMRI, and the dysregulations in attention and limbic network were observed among the subtypes. …”
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NMT-translation – basic models, quality assessment by I. A. Borunov

“…The paper analyses modern NMT models, including Seq2Seq, Transformer, BERT and their variations, investigating the features of each model and their applicability to different language pairs. Special attention is paid to the evaluation of NMT translation quality using BLEU, METEOR, TER metrics as well as human evaluation of translation quality. …”
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Current teaching mode for nursing master's degree education in China (国内护理专业学位硕士研究生教学模式现状) by YAO Qianqian (姚芡芡), LI Run (李润), DENG Shuxia (邓淑霞), OU Min (欧敏), LIANG Min (梁敏)

“…This paper summarized the main contents and matters needing attention in five commonly used teaching models such as problem-based learning, case-based learning, task-based learning, BOPPPS and flipped class model for nursing master’s degree in China. …”
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Comparison of desflurane and sevoflurane as maintenance inhalational anaesthetic agents for adult patients undergoing neurosurgeries: A systematic review and meta-analysis of rando... by Hori Hariyanto, Monika Widiastuti, Carla Oktaviani Pandrya, Kevin Anderson Surya, William Audi

“…Desflurane was associated with better postoperative cognitive function, as evidenced by higher short orientation memory concentration test scores – a measure of attention and memory – at 15 min (MD: 2.26; 95% CI: 0.13, 4.39, P = 0.04, I2 = 91%) and 60 min (MD: 0.29; 95% CI: 0.09, 0.50, P = 0.005, I2 = 0%) after extubation. …”
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