Automated sleep staging using sequential XGBoost and multi-scale temporal fusion by Jiří Kuchyňka, Oldřich Vyšata

“…This study introduces a novel approach combining multi-scale temporal fusion with sequential XGBoost (eXtreme Gradient Boosting) processing. The approach analyzes polysomnographic data at multiple time scales (30, 15, and 5 s) while incorporating temporal context through sequential processing. …”
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CFD-based investigation of flow field in a glass furnace reactor under an oxy-fuel electric boosting mode by Ouyuan Zhang, Lin Yuan, Xurong Teng, Fangfang Zhao, Xing Fan, Changyuan Tao, Renlong Liu

“…These research findings can provide valuable insights for the engineering optimization of the oxy-fuel electric boosting process.…”
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Research on lubrication characteristics of sliding bearings in circular arc gear pumps under variable operating conditions by Wang Shuai, Hao Zhenchao, Han Weifeng, Liu Juntao, Li Geqiang, Liu Yunda, Wu Yiwei

“…Compared with the acceleration process, the changing trend of lubrication characteristics of sliding bearings during the boosting process is opposite.…”
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Developing a confidence interval-based fuzzy testing method using the small bias estimator of the six sigma quality index by Kuen-Suan Chen, Kuei-Kuei Lai, Chun-Min Yu, Yu-Jin Hsu

“…Meanwhile, this approach is also beneficial to the advancement of smart manufacturing practices, thereby boosting process quality and product value in the industry.…”
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Design and Implementation of a Hardware Versatile Publish-Subscribe Architecture for the Internet of Things by Fadi T. El-Hassan, Dan Ionescu

“…X2CBBR: 1) adopts XML-based publication data and XPath-based subscription data to yield interoperability; 2) processes both XML data and XPath queries in hardware (instead of software) to boost processing performance; 3) employs a hardware-based matching mechanism that exploits subscription commonalities; and 4) makes use of four different operation modes as a method for accepting or limiting acceptance of either publications or subscriptions. …”
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Optimal selection test of material ratio in the top of Ordovician limestone grouting reconstruction by Zhenli FAN, Lutong CAO, Fengda ZHANG, Xiwen YIN, Qiuyang ZHAO, Zhiwei ZHANG

“…The effect of temperature on the performance of the slurry is relatively small. The pressure boosting process of ground grouting holes is divided into three stages: low-pressure filling, medium-pressure diffusion, and high-pressure fracture extension and reinforcement. …”
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