Classifiability Analysis of Spectroscopic Profiling Datasets in Food Safety-related Discriminative Tasks by Yinsheng Zhang, Xudong Yang, Zhengyong Zhang, Haiyan Wang

“…The second step synthesizes these metrics into a quantitative score using meta-learner and decomposition-based strategies. Finally, two Raman spectroscopic profiling case studies were conducted to validate the method, demonstrating higher scores for the easily separable liquor dataset (around 1.0) compared to the more challenging table salt dataset (<0.5). …”
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Prediction of State-of-Health and Remaining-Useful-Life of Battery Based on Hybrid Neural Network Model by Le Thi Minh Lien, Vu Quoc Anh, Nguyen Duc Tuyen, Goro Fujita

“…The results illustrate that the errors of the proposed method, which are root mean square error and mean absolute error are at least 48% and 19% more accurate than others in all battery datasets, showing the effectiveness and accuracy of the proposed model in predicting the SOH and RUL of the battery.…”
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Research Progress on Hydrogen Energy Utilization in Low-carbon Building by ZHU Xinrong, WANG Yongchao, YANG liu

“…The results indicate that although photovoltaic hydrogen production is still more expensive than hydrogen production from coke oven gas, it shows competitiveness compared to other methods such as natural gas reforming, methanol-based production, and ammonia decomposition. …”
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Global burden of chronic kidney disease due to hypertension (1990–2021): a systematic analysis of epidemiological trends, risk factors, and projections to 2036 from the GBD 2021 st... by Yujun He, Weiwei Tang, Jianying Chen, Jie Tang, Yaling Zheng, Xinyuan Wang, Bowen Xing, Xiaojun Li, Yi Xu, Xiaoyi Wang

“…Method Data from the GBD 2021 study for 204 countries and territories were used. …”
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Global, regional, and national burden of disease analysis on paralytic ileus and intestinal obstruction in adults aged 65 and over from 1990 to 2021, with projections for 2030: a G... by Tao Zhang, Meng Chen, Zhitong Yu, Zhetan Ren, Ling Wang, Qi Si, Xinping Lu, Siyuan Bu, Sihong Shen, Qingyan Wang, Yongduo Yu

“…The statistical methods included Joinpoint regression, decomposition analysis, and Bayesian Age-Period-Cohort modeling. …”
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ZenLDA: Large-Scale Topic Model Training on Distributed Data-Parallel Platform by Bo Zhao, Hucheng Zhou, Guoqiang Li, Yihua Huang

“…On top of MCCB, the ZenLDA formula decomposition achieved the fastest speed among other well-known inference methods. …”
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Text classification using SVD, BERT, and GRU optimized by improved Seagull optimization (ISO) algorithm by Yuanyuan Chen, Nan Sun, Yuanbang Li, Rong Peng, Abbas Habibi

“…Over time, techniques for text classification have progressed from rule-based methods to more advanced deep learning and machine learning approaches. …”
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Analysis and Prediction of the Dynamic Antiplane Characteristics of an Elastic Wedge-Shaped Quarter-Space Containing a Circular Hole by Shen Liu, Jie Yang, Yue Liu, Qin Liu

“…The wedge-shaped medium is decomposed into two subregions along the virtual boundary using the virtual region decomposition method. The scattering wave field in subregion I is constructed by the mirror method, and the standing wave field in region II is constructed by the fractional Bessel function. …”
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Research on underwater target detection error compensation based on improved binocular vision by Wenhui Wang, Fumeng Ye, Yumin Peng, Shi Dong

“…Through fine signal preprocessing such as multi-scale decomposition and feature extraction, the three-dimensional information of the target is captured more effectively and the data noise is effectively removed. …”
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Acoustic Emission Monitoring and Failure Precursors of Sandstone Samples under Various Loading and Unloading Paths by Jie Xu, Jingdong Jiang, Lingling Zuo, Yufeng Gao

“…The extreme-point symmetric mode decomposition method (ESMD method) was used to denoise and reconstruct the AE data. …”
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Influence of Mechanical Activation on the Evolution of TiSiCN Powders for Reactive Plasma Spraying by Lazat Baimoldanova, Bauyrzhan Rakhadilov, Aidar Kengesbekov, Rashid Kuanyshbai

“…Cross-sectional micrographs further revealed that the TiCN + Si coating has a greater average thickness (39.87 μm) and more uniform distribution compared to Ti + SiC (35.48 μm), indicating better application control and a more homogeneous material structure. …”
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The possibility of using high-quality fused magnesia in the manufacture of crucibles for vacuum-induction melting by B. L. Krasnii, K. I. Ikonnikov, V. S. Anikanov, A. L. Galganova, M. A. Mikhailov

“…The prospect of using crystalline fused magnesia (FL LC) in the manufacture technology of melting crucibles by the method of isostatic pressing is shown. It has been established that the production of a material based on MgO using concrete technology is limited to the hydration and loosening of the structure due to the formation and subsequent decomposition of brucite (native magnesia). …”
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Entropy difference-based EEG channel selection technique for automated detection of ADHD. by Shishir Maheshwari, Kandala N V P S Rajesh, Vivek Kanhangad, U Rajendra Acharya, T Sunil Kumar

“…To verify the effectiveness of the channels selected, we explored three sets of features and classifiers. More specifically, we explored discrete wavelet transform (DWT), empirical mode decomposition (EMD) and symmetrically-weighted local binary pattern (SLBP)-based features. …”
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Preparation and characterization of polyamide 6 nanocomposites using MWCNTs based on bimetallic Co-Mo/MgO catalyst by A. R. Mohamed, A. J. Hassani, Z. A. Mohd Ishak

“…Nanocomposites containing PCNTs exhibited improvements in thermal decomposition temperature in comparison with CCNT nanocomposites. …”
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Application of Time-Frequency Analysis with Selection of Suitable Mother Wavelets for Transient States of HVDC Transmission Lines by Muhammad Tarique Chachar, Aslam Pervez Memon, Jamshed Ahmed Ansari

“…Using more than one mother wavelet to detect faults is more reliable than using a single mother wavelet to detect all faults. …”
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Research on the volatility characteristics and evolutionary mechanism of the “Asian premium” for natural gas by Jian Chai, Mingxiao Zhao, Xiaokong Zhang, Na Li, Zhefei Zhang, Zenghui Liu

“…The impulse response results showed that when the financial crisis hit in 2008, the impact of energy security and economic fundamentals on the “Asian premium” was more obvious. In the case of supply shortages, financial speculation and geographical factors played a more significant role in the “Asian premium” for natural gas. …”
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Сontrolled breeding of the psychrophilic strain G-034 VIZR of Trichoderma asperellum for fast crop residues’ polymers utilization and soil enhancement by I. I. Novikova, J. A. Titova, I. V. Boykova, I. L. Krasnobaeva

“…In small-plot trials, the active maize crop residues’ decomposition under the T. asperellum G-034 influence was revealed, resulting in the complete loss of plant intact state in 12 months due to more than 80 % cellulose and 20 % lignin biodestruction. …”
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Inequity in the use of long-lasting insecticidal nets before and after nationwide mass distribution campaign in 48 districts of Uganda: VERSE toolkit analysis by Jaffer Okiring, Paul Katamba, Carol Kamya, Faith Namugaya, Geoff Lavoy, Gatien de Broucker, Anthony Ssebagereka, Elizabeth Ekirapa Kiracho, Joshua Mak, Bryan N. Patenaude

“…This indicates that LLIN use is more prevalent amongst the more privileged people. …”
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Global, regional, and national burden of laryngeal cancer attributable to smoking, 1990–2021, and projections to 2036: a systematic analysis of the Global Burden of Disease study 2... by Liangwen Shi, Zhixing Kuang, Jiannan Tu, Taiqin Wang, Tao Liu, Jingbo Liu, Jianzhi Liu

“…In all regions, both ASDRs and ASMRs are on a downward trajectory, with the rate of decline being more pronounced as socio-economic indices (SDI) rise. …”
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Application of Feature Fusion Using Coaxial Vibration Signal for Diagnosis of Rolling Element Bearings by Jing Jiao, Jianhai Yue, Di Pei, Zhunqing Hu

“…An ensemble empirical mode decomposition (EEMD) method is used to decompose the original vibration signal into a number of intrinsic mode functions (IMFs). …”
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