Harnessing Syntax GCN and Multi-View Interaction for Conversational Aspect-Based Quadruple Sentiment Analysis by Chunling Wu, Houwei Kang

“…Extensive experiments on standard datasets demonstrate that the proposed model significantly outperforms baseline methods across multiple dimensions.…”
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Effects of alginate oligosaccharides on depression-like behavior and gut microbiota in zebrafish induced by chronic unpredictable mild stress by LONG Yan, SHI Yanxia, QIU Yue, NONG Huiting, ZHU Wuchang, SU Hongmei, HE Naihuan, QIN Zhuwen, WEI Jinbin

“…Methods Wild-type AB strain zebrafish were randomly divided into normal, model, positive control and AOS low, medium and high dose (AOS-L, AOS-M, AOS-H) groups, with 24 fish in each group. …”
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Logging Evaluation of Mixed-sediments Reservoirs of the Lower Cambrian Canglangpu Formation in Penglai Gas Area, Central Sichuan Basin by WANG Haiqing, WANG Zeyu, LAI Qiang, LI Shurong, WU Yuyu, ZHANG Mingyong, WANG Yaqing

“…Results show that, the dimensionality reduction method and other methods have solved the problem of calculating the composition and content of more than four kinds of minerals, and the calculation results are highly consistent with the Litho Scanner logging data, the porosity calculated by variable matrix parameters on the basis of tri-porosity logging curves and the permeability calculated by subdivision model are in good agreement with those from core analysis, the electrical imaging logging combined with acoustic remote detection and acoustic velocity tomography has a good application effect to judge the pore space type characteristics and reservoir effectiveness. …”
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Discrimination Analysis of Conventional Baijiu-making Sorghum from Southwest China and Hybrid Sorghum Based on Physicochemical Properties and Metabolomics by Hongmei WANG, Zhe LI, Songtao WANG, Qingliang ZHANG, Anjing CHEN, Ling LI, Rongkun TU

“…The model was based on the basic physicochemical composition and all metabolites. …”
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Adsorption of Nitrate Ions onto Sepiolite and Surfactant-Modified Sepiolite by Adnan Özcan, Mutlu Şahin, Asiye Safa Özcan

“…After such modification, it was found that the maximum amount of nitrate ion adsorbed occurred at a pH value of 2.0. The chemical composition of natural sepiolite was determined by EDX methods and surface characterization of both natural and modified sepiolite samples was undertaken using FT-IR spectroscopic techniques. …”
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Multiple regression as a preventive tool for determining the risk of Legionella spp. by Enrique Gea-Izquierdo

“…Presented a significant lineal relation, withall the independent variables contributing significantly (p<0.05) to the model’s fit. The relationship between water type and the risk ofLegionella, as well as the material composition and the latter, is lineal and positive. …”
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Depth-Resolved Elemental Analysis by Glow Discharge Emission Spectroscopy: Practical Aspects—A Review by Zdeněk Weiss

“…Special attention is paid to application-specific calibrations, their assumptions and prerequisites. The calibration model of GDOES is special; besides the composition of calibration samples, their sputter rates (sputter factors) need to be accounted for. …”
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Research on Architecture of LEO Satellite Internet of Things and Key Technologies by Xiaojin DING, Tao HONG, Rui LIU, Wentao PENG, Gengxin ZHANG

“…First, we analyzed the composition and demand characteristics of LEO satellite IoTs, and designed an architecture of LEO satellite IoTs.Second, to extracted characteristics of electromagnetic environment and channel, we studied electromagnetic environment and channel sensing methods through constructing neural network model.Then, we investigated an active terminal-identifi cation method for detecting active terminals.Finally, considered multiple-input multiple-output as the main approach to improved the capacity of terrestrial mobile communication systems, we explored a pair of algorithms of mining satellite spatial resources for realizing the collision mitigation and capacity improvement of LEO IoT terminals.Simulation results showed that the designed method sofmining spatial-domain resources could mitigated eff ectively signal collisions among IoT terminals, and improved signifi cantly the concurrent accessing number of LEO satellite IoT terminals.…”
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Research on Architecture of LEO Satellite Internet of Things and Key Technologies by Xiaojin DING, Tao HONG, Rui LIU, Wentao PENG, Gengxin ZHANG

“…First, we analyzed the composition and demand characteristics of LEO satellite IoTs, and designed an architecture of LEO satellite IoTs.Second, to extracted characteristics of electromagnetic environment and channel, we studied electromagnetic environment and channel sensing methods through constructing neural network model.Then, we investigated an active terminal-identifi cation method for detecting active terminals.Finally, considered multiple-input multiple-output as the main approach to improved the capacity of terrestrial mobile communication systems, we explored a pair of algorithms of mining satellite spatial resources for realizing the collision mitigation and capacity improvement of LEO IoT terminals.Simulation results showed that the designed method sofmining spatial-domain resources could mitigated eff ectively signal collisions among IoT terminals, and improved signifi cantly the concurrent accessing number of LEO satellite IoT terminals.…”
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Spectral Fingerprinting of Tencha Processing: Optimising the Detection of Total Free Amino Acid Content in Processing Lines by Hyperspectral Analysis by Qinghai He, Yihang Guo, Xiaoli Li, Yong He, Zhi Lin, Hui Zeng

“…Four pretreating methods were employed to preprocess the spectra, and partial least squares regression (PLSR) and least squares support vector machine regression (LS–SVR) models were established from the perspectives of individual processes and the entire process. …”
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Galla chinensis alleviated liver damage induced by acetaminophen by regulating intestinal microbiota by Xiaocong Li, Jiadong Chen, Chang Xu, Yong Li, Kun Li

“…This study was designed to investigate Galla chinensis (GC) potential in alleviating drug-induced liver injury.MethodsThe treatment group and model group were administered 0.5 mL of GC oil daily for 14 days, followed by induction of acute drug-induced liver injury using Acetaminophen (APAP) on the 15th day via intraperitoneal injection. …”
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Aroma Formation, Release, and Perception in Aquatic Products Processing: A Review by Weiwei Fan, Xiaoying Che, Pei Ma, Ming Chen, Xuhui Huang

“…Moreover, the relationship between various olfactory receptors (ORs) and the composition of multiple aromatic compounds remains to be understood. …”
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The Effect of Pre-Veraison Smoke Exposure of Grapes on Phenolic Compounds and Smoky Flavour in Wine by W. W. Jiang, E. Bilogrevic, M. Parker, I. L. Francis, P. Leske, Y. Hayasaka, S. Barter, M. Herderich

“…Previously, pre-veraison smoke exposure had been identified through model experiments as unlikely to affect grape composition, whereas smoke exposure after veraison can have a major effect on wine flavour. …”
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Multi-headed ensemble residual CNN: A powerful tool for fibroblast growth factor prediction by Naif Almusallam, Farman Ali, Harish Kumar, Tamim Alkhalifah, Fahad Alturise, Abdullah Almuhaimeed

“…However, the detection of FGF remains challenging due to the high cost and time required by traditional methods. To address this issue, we propose the first sequence-based computational method, FGF-MERCNN, for identifying FGFs using deep learning. …”
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MECHANICAL PROPERTIES OF SERVOVITE FILMS FORMED IN DURING FRICTION AQUEOUS SOLUTIONS OF CARBOXYLIC ACIDS by V. E. Burlakova, E. G. Drogan, A. I. Tyurin, T. S. Pirozhkova

“…Its mechanical, physical and tribological parameters depend on the composition of the model lubricating medium. It is determined that the local mechanical-and-physical properties depend on the method of producing the servovite layer, the load and the size of the deformation zone. …”
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Machine-learning of medical cannabis chemical profiles reveals analgesia beyond placebo expectations by Adi Hatav, Yelena Vysotski, Anna Shapira, Shiri Procaccia, David Meiri, Dvir Aran

“…Results Here we show that incorporating chemical composition markedly improves the prediction of pain relief (AUC = 0.63 ± 0.10) compared to models using only demographic and clinical features (AUC = 0.52 ± 0.09; p < 0.001). …”
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Utilizing Artificial Intelligence for Microbiome Decision-Making: Autism Spectrum Disorder in Children from Bosnia and Herzegovina by Džana Bašić-Čičak, Jasminka Hasić Telalović, Lejla Pašić

“…Model accuracy was evaluated, and an external dataset was introduced to test model generalizability. …”
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Mental health effects of government transfer payments in urban China—An empirical study based on CFPS panel data by Jing Zeng, Yunting Chen, Yafeng Li

“…This study aims to explore the internal mechanisms of the mental health effects of government transfer payments by examining individuals' subjective evaluations and attitudes. Methods: Based on panel data from the 2016 and 2018 China Family Panel Studies (CFPS) urban sample composition (N = 6645), the PSM-DID model was used to investigate the mental health effects of government transfer payments. …”
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The size distribution of nanoparticles emitted from advanced manufacturing devices impacts predicted carcinogenic potential by W. Cary Hill, Andrey Korchevskiy

“…The size distribution of particulates emitted during fused deposition modeling (FDM) 3D printing was measured following the ANSI/CAN/UL 2904 method and associated lung cancer risk was estimated through a developing model. …”
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A 7,000 years trajectory of socio-ecosystems in the montane belt of the northern French Alps by Andréa Julien, Andréa Julien, Erwan Messager, Elise Doyen, David Etienne, Laurent Marquer, Charline Giguet-Covex

“…IntroductionThis study, conducted on the Plateau des Glières, in the northern French Alps, investigates the evolution of vegetation composition over the past 7000 years. This site, within a montane ecosystem, offers a new opportunity to understand the human and landscape interactions under the influence of climate. …”
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