Understanding Social Relationships with Person-Pair Relations by Hang Zhao, Haicheng Chen, Leilai Li, Hai Wan

“…Therefore, this paper proposes a novel end-to-end trainable Person-Pair Relation Network (PPRN), which is a GRU-based graph inference network, to first extract the visual and position information as the person-pair feature information, then enable it to transfer on a fully-connected social graph, and finally utilizes different aggregators to collect different kinds of person-pair information. …”
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Lithium Battery Life Prediction for Electric Vehicles Using Enhanced TCN and SVN Quantile Regression by Xinyue Li, Jiangwei Chu

“…Furthermore, it proceeds to integrate self-coding neural networks with temporal convolutional networks for the purpose of processing and extracting battery life data, and finally proposes a novel prediction model. The outcomes of the experiment demonstrate that when the width parameter is 0.75 and the penalty coefficient is 1, the battery health prediction accuracy of this new model is up to 88%, the remaining life prediction accuracy is up to 95.41%, and the number of battery capacity degradation times is up to 340, which is up to 45 times more than the number of the same type of model. …”
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Developing Flood Extent Map by using Numerical Models and Determination of Areas under Flood Risk: Türkköse Stream Case by Sezar Gülbaz

“…The hydrological model was calibrated by using rainfall and flow rate data previously measured in the watershed. Finally, flood extent maps generated on the main stream and side branches on the watershed were obtained by using heavy rainfall between 03 and 05 July 2005. …”
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Drug Abuse Prevention Among Students In Improving The Lives Meaning Through Counseling Logo by Kadek Suranata

“…Abuse of drugs, psychotropic substances, illegal drugs and other addictive substances (drugs) among teenagers especially students to be a problem from time to time keeps going on and it seems difficult to be finalized. So also in Indonesia drug abuse prevention efforts at the level of the student and the student assessment has been a great school for education practitioners and also involving relevant agencies such as BNN, BKKBN, the health department and the police. …”
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A Two-Phase Flowback Model for Multiscale Diffusion and Flow in Fractured Shale Gas Reservoirs by Huimin Wang, J. G. Wang, Feng Gao, Xiaolin Wang

“…This model is validated by two sets of field data. Finally, parametric study is conducted to explore key parameters which affect the short-term and long-term gas productions. …”
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Enhancement of Compressive Strength in Cement Admixed Bangkok Clay with Glass Fiber and Bottom Ash for Eco-Friendly Functional Road Materials by Sakol Pochalard, Chalermpon Wungsumpow, Keeratikan Piriyakul

“…The best UCS result for glass fiber length was 12mm. Finally, the optimum bottom ash content was 5-10%, and the recommended curing period should exceed 28-90 days.…”
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Design, Analysis, and Comparison of Electric Vehicle Electric Oil Pump Motor Rotors Using Ferrite Magnet by Huai-Cong Liu

“…Additionally, a comprehensive analysis of the system efficiency and energy loss was conducted based on hypothetical electric vehicle traction motor parameters. Finally, by manufacturing a prototype motor and conducting experiments, the effectiveness and superiority of the finite element method (FEM) design results were confirmed.…”
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The Impact of Digitalization on Public Administration, Economic Development, and Well-Being in the EU Countries by Armenia Androniceanu, Irina Georgescu, Oana Matilda Sabie

“…The second dimension is characterized by government expenses and productivity. Finally, the third dimension is dominated by the GDP growth rate. 77.67% of the total variance is explained by the first three principal components. …”
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Learning under label noise through few-shot human-in-the-loop refinement by Aaqib Saeed, Dimitris Spathis, Jungwoo Oh, Edward Choi, Ali Etemad

“…Next, it fine-tunes the seed model using a handful of expert corrections. Finally, it achieves better generalizability and robustness by merging the seed and fine-tuned models via weighted parameter averaging. …”
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Recent Decreasing Trends in Surface PM2.5 over East Asia in the Winter-Spring Season: Different Responses to Emissions and Meteorology between Upwind and Downwind Regions by Young-Hee Ryu, Seung-Ki Min, Alma Hodzic

“…In addition to emission reduction, meteorology significantly modulated the level of PM2.5; it produced larger interannual variations in the downwind regions than the upwind one, accounting for changes in concentration as high as 35% and 45% in the SMA during winter and spring, respectively, versus 11% and 12% in the NCP. Finally, the downwind regions also showed more complex behaviors for the secondary aerosols, which did not always follow the decreasing trends of their precursors.…”
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Investigation on the Impacts of COVID-19 Lockdown and Influencing Factors on Air Quality in Greater Bangkok, Thailand by Parichat Wetchayont

“…Even low traffic emissions, on their own, did not cause an absolute reduction in air pollution since there are several primary emission sources that dominate the air quality over Greater Bangkok. Finally, these findings highlight the impact of COVID-19 lockdown measures not only on air pollution levels but on their effects on air pollution characteristics, as well.…”
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Artificial Neural Network (ANN) based Proportional Integral Derivative (PID) for Arm Rehabilitation Device by salam waley shneen, Rajaa khalaf Gaber, Rasha Saad Salih, Suaad Makki Jiaad

“…A set of tests were proposed to include firstly testing a system that represents the state of the open arm rehabilitation device and secondly It represents the closed arm rehabilitation device, third represents the closed-loop arm rehabilitation device with PID control device, fourth represents the arm rehabilitation device using ANN, and finally the closed-loop arm rehabilitation device can be used with a comparison between PIDC and ANN. …”
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Pozzolanic Reaction in Clayey Soils for Stabilization Purposes: A Classical Overview of Sustainable Transport Geotechnics by Kennedy C. Onyelowe, Michael E. Onyia, Duc Bui Van, Haci Baykara, Hyginus U. Ugwu

“…These whole processes lead to a pozzolanic reaction, which finally forms calcium alumina-silica hydrate. This formation is responsible for soil stabilization.…”
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Adjacent Segment Infection after Lumbar Fusion: A Case Report and the Literature Review by Wenlong Wang, Zheng Liu, Sijun Wu

“…The infective inflammatory markers were controlled, and the infective space achieved fusion finally. Conclusion. Adjacent segment space infection is a rare reported complication that occurs after spinal fusion surgery. …”
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Emission prediction and optimization of methanol/diesel dual-fuel engines based on ITransformer-BiGRU and NSGA-III by Mingzhang Pan, Xinxin Cao, Changcheng Fu, Shengyou Liao, Xiaorong Zhou, Wei Guan

“…Secondly, a hybrid emission prediction model based on improved Transformer (ITransformer) and Bidirectional Gated Recurrent Unit (BiGRU) is built to obtain an accurate mathematical model between control parameters and emissions. Finally, based on the obtained mathematical model, the 3rd Non-dominated Sorting Genetic Algorithm (NGSA-III) is used to adjust and optimize the control parameters. …”
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Impact of defocus incorporated multiple segments (DIMS) spectacle lenses for myopia control on quality of life of the children: a qualitative study by Sumita Agarkar, Anuradha Narayanan, Mobashir Fatimah

“…The generated codes were further grouped, categorised and finally fitted as per relevance into the subdomains of the four domains of the WHO Quality of Life—Brief framework, namely the domains of social relationships, physical, psychological and environmental health.Results A total of 29 interviews were conducted, 15 with children (mean age: 12.47±2.13 years) and 14 with parents. …”
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Construction of an Intelligent Analysis Model for Website Information Based on Big Data and Cloud Computing Technology by Ronghua Chen, Bei Yang

“…The main functions in the following aspects are realized: first, we built the website back-end delivery subsystem and data collection and analysis subsystem to realize the control of website delivery and data collection; second, we designed and developed a process management subsystem for booking, management, and delivery of website resources and developed the contract management and order management subsystems to realize the accurate placement of user portraits on the website; then, the placement data monitoring and effect feedback subsystems, and the data inventory subsystem of the website system were designed and developed. Finally, based on the research of Android and based on the Eclipse platform, this article has completed the construction of the Android 4.0.3 version environment, successfully used the Java development language to develop a website information intelligent analysis and navigation system, and analyzed the various functional modules of the entire system. …”
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Genetic approaches to the investigation of serotonergic neuron functions in animals by U. S. Drozd, E. V. Shaburova, N. N. Dygalo

“…In addition, the review describes inducible models that allow gene expression to be controlled at various developmental stages. Finally, the application of these genetic approaches in optogenetics and chemogenetics provided a new resource for studying the functions, discharge activity, and signal transduction of serotonergic neurons. …”
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The Role of the Commercial Space Industry within the US National Security under the Trump Administration by E. A. Kuznetsov

“…The fourth section thoroughly examines key forms and areas of the public–private partnership in commercial use of space, including launch services, communication services, intelligence gathering, as well as production and maintenance of satellites. Finally, the fifth section assesses the prospects for private space activities given the current tightness of the space services market and growing competition. …”
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Train-Bridge Dynamic Behaviour of Long-Span Asymmetrical-Stiffness Cable-Stayed Bridge by Yuexing Wu, Jianting Zhou, Jinquan Zhang, Qiang Wen, Xuan Li

“…Secondly, on the basis of the train-track-bridge dynamic interaction theory (TDIT), a train-track-bridge coupled dynamic model (TCDM) is established. Finally, a LCB with unequal-height towers is applied as a case to illustrate the influence of asymmetrical stiffness on the train-track-bridge dynamic characteristics. …”
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