High-performance traffic volume prediction: An evaluation of RNN, GRU, and CNN for accuracy and computational trade-offs by Pranolo Andri, Saifullah Shoffan, Bella Utama Agung, Wibawa Aji Prasetya, Bastian Muhammad, Hardiyanti P Cicin

“…The RNN model exhibited intermediate performance, with a MAPE of 2.654% and RMSE of 0.215, reflecting its limitations in capturing long-term dependencies. These findings highlight crucial trade- offs between accuracy and efficiency, underscoring the need for model selection aligned with specific application requirements. …”
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DIGITALIZATION IN UNIVERSITY EDUCATION: DIDACTIC ASPECTS by Mariia A. Abysova, Mariia H. Kravchuk, Oksana M. Hurniak

“…The transition from teaching as the educators’ primary activity to the variety of pedagogical roles they play in the digital educational process actualizes teachers’ mastery of the information technologies and the development of their personal professional teaching strategy.   …”
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Improvement of reading platforms assisted by the spring framework: A recommendation technique integrating the KGMRA algorithm and BERT model by Yawen Su

“…The KGMRA algorithm leverages knowledge graphs to extract rich associative information and employs multi-relational networks to capture the semantic relationships between articles effectively. …”
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Highly Sensitive Immunosensing of Carcinoembryonic Antigen Based on Gold Nanoparticles Dotted PB@PANI Core-Shell Nanocubes as a Signal Probe by Dexiang Feng, Lingzhi Chen, Ke Zhang, Shuangshuang Zhu, Meichen Ying, Peng Jiang, Menglan Fu, Yan Wei, Lihua Li

“…Importantly, to further enhance the electrical conductivity and biocompatibility of PB@PANI and to further enhance the electrochemical signal and capture a large amount of Ab2, Au NPs were doped on the surface of PB@PANI to form Au NPs/PB@PANI nanocomposites. …”
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Saturated lysing efficiency of CD8+ cells induced monostable, bistable and oscillatory HIV kinetics by Shilian Xu

“…Using a semi-saturated lysing efficiency of a CD8+ cell, we discuss a model that captures HIV dynamics with different magnitudes of lysing rate induced by different HLA alleles. …”
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TWO DESIGNS OF THE ELECTROMECHANICAL BRAKE EMBEDDED INTO AN ASYNCHRONOUS MOTOR by V. V. Solencov, V. V. Brel

“…During a short time period the braking device needs to convert a significant amount of mechanical energy into heat energy and transfer it into the environment without compromising the operability of both devices and machines in general. For electric actuators braking a normally closed mechanical brake is frequently used. …”
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Preseason Workload in Collegiate Baseball Pitchers by Bennett Tabaracci, Shraddha Sudhir, Matthew Gauthier, Lindsay Hannigan

“… # Study Design Descriptive Epidemiology Study # Methods Nine baseball pitchers wore an inertial measurement unit on the forearm during all preseason training. Movements were captured at 100Hz and classified as a throw when the forearm velocity was greater than 800°/second. …”
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An Inverted Residual Cross Head Knowledge Distillation Network for Remote Sensing Scene Image Classification by Cuiping Shi, Mengxiang Ding, Liguo Wang

“…First, an inverted residual attention module is designed to extract and leverage both local and global information effectively, enhancing the model's ability to capture complex details while retaining contextual information. …”
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Influence of Bidirectional Impact Loading on Anomalously Low-Friction Effect in Block Rock Media by Liping Li, Weijun Li, Jupeng Tang, Jiaqing Lv

“…Finally, this study denotes that it is great significance to investigate the bidirectional impact loading in order to capture the mechanism of anomalously low-friction effect.…”
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Enhancing Paediatric and Strabismus Ophthalmology Departments in Spain Through the Inclusion of Orthoptists: Insights from a Nationwide Survey by Ana María Cruz Lasso

“…Open-ended questions captured themes, and comments. Results: Forty-two paediatric and strabismologists in Spain participated, mostly hospital-employed with advanced degrees, 90% supported integrating orthoptists into their teams, with 83% interested in having them in their workplace. …”
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Socio-Economic dynamics of octopus fisheries for the livelihood sustainability of small-scale fishers in East Java, Indonesia by Indrabudi Terry, Triyanti Riesti, Safitri Widya, Candra Wirawan Arief Mochamad

“…This study explores the socio-economic complexities of octopus capture fishing and its implications for livelihood sustainability. …”
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The cognitive critical brain: Modulation of criticality in perception-related cortical regions by Xingyu Liu, Xiaotian Fei, Jia Liu

“…We first replicated previous findings that the resting state is typically near-critical as captured by the Ising model. Importantly, we observed heterogeneous changes in criticality across cortical subsystems during a naturalistic movie-watching task, with visual and auditory regions fine-tuned closer to criticality. …”
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National assessment on the frequency of pain medication prescribed for intrauterine device insertion procedures within the Veterans Affairs Health Care System. by Anna D Ware, Terri L Blumke, Peter J Hoover, Zach P Veigulis, Jacqueline M Ferguson, Malvika Pillai, Thomas F Osborne

“…<h4>Results</h4>Out of the 28,717 procedures captured, only 11.4% had any form of prescribed pain medication identified. …”
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A Multi-Granularity Features Representation and Dimensionality Reduction Network for Website Fingerprinting by Yaojun Ding, Bingxuan Hu

“…The network then uses a Transformer Encoder to capture more robust global features from the low-dimensional data. …”
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A novel explainable deep learning framework for reconstructing South Asian palaeomonsoons by K. M. R. Hunt, K. M. R. Hunt, S. P. Harrison

“…The regional models are trained individually on seven regional rainfall datasets, and while they capture decadal-scale variability and significant droughts, they underestimate inter-annual variability. …”
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Breaking through the clutter and the impact of ambiguous arguments on consumers' purchase decisions by Chimeziem Elijah Nwankwo-Ojionu, Nor Azura Adzharuddin, Moniza Waheed, Azlina Mohd Khir, Emem Chimeziem Elijah

“…The findings reveal that highly ambiguous arguments were rated significantly more with relevance, actuality, accuracy and comprehensiveness. In addition, individuals exposed to highly ambiguous argument advertisements elicited more favourable purchase decisions than those exposed to low ambiguous argument advertisements. …”
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Tecnologías disruptivas para la enseñanza disruptiva: seis recursos web destacados para el aprendizaje del inglés by Cecilia Alejandra Aguirre Céliz, Mario Germán Pérez Riesco

“…En este artículo se exploran algunas tecnologías disruptivas y tendencias actuales que nos ofrece Internet en el área de la enseñanza y el aprendizaje del idioma inglés y se proponen seis recursos web que pueden resultar de gran utilidad para los docentes a la hora de planificar sus prácticas pedagógicas. …”
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Online profiling of volunteers in public health emergencies: insights from COVID-19 in China by Hongzhou Shen, Qirui Chen, Changcheng Li

“…Conclusions The proposed online profiling model objectively captures the characteristics of volunteers during public health emergencies. …”
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Mapping Temperature Zone of Ethiopia for Binder Performance Grading System by Mahlet G. Mihretu, Habtamu M. Zelelew

“…Additionally, the empirical parameters derived from this test do not fully capture the stress–strain relationships of pavement performance. …”
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Development and internal validation of a metabolism-related model for predicting 30-day mortality in neonatal sepsis by Xiangwen Tu, Junkun Chen, Wen Liu

“…Conclusion This study establishes a predictive model for neonatal sepsis-associated 30-day mortality, effectively capturing the perturbations in amino acid metabolism and fatty acid oxidation, thereby demonstrating robust predictive capabilities.…”
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