Fire Video Recognition Based on Local and Global Adaptive Enhancement by Jian Ding, Yun Yi, Tinghua Wang, Tao Tian

“…To facilitate the research and development in the domain of fire recognition, we constructed a Large-scale Fire Video Recognition (LFVR) dataset, which includes 11,560 video clips. …”
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French Сolonizers on “Other” Сolonizers: Britain and Germany in Narratives of Paul Leroy‑Beaulieu and Jules Ferry by Taisiia M. Demicheva

“…Said, this study will show the purpose the image of the “Other” colonizer constructed by the main ideologists of French colonization. …”
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Development of an Indirect Forced Flow Greenhouse Solar Dryer for Barberry Drying by Hamid Mortezapour, Azam Noroozi, Ali Abdi

“…So, the present study proposed an indirect forced flow solar greenhouse dryer, to evaluate the dryer, a prototype was constructed, and its performance was experimentally investigated. …”
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The Generation Load Aggregator Participates in the Electricity Purchase and Sale Strategy of the Electric Energy–Peak Shaving Market by Haonan Zhang, Youwen Tian, Wei He, Zhining Liang, Zihao Zhang, Nannan Zhang

“…Considering the coupling role of the electric energy market and the peaking auxiliary service market, a joint model of generation load aggregators that participate in the electric energy–peak shaving market is constructed. Comparing the model solution with those of the control group, the peak-to-valley difference of 10.5 MW is much lower than that of the control group, which is 16.54 MW. …”
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Restorative Justice Policy Model in the Future of Criminal Law by Rado Rudini Hasyim, Restu Monika Nia Betaubun, Emiliana B. Rahail

“… Restorative justice as a constructive, creative, self-determined action with assistance and open opportunities for group involvement. …”
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Coal Mine Gas Explosion Vulnerability Assessment Based on the “Glass Heart” Model by Shuicheng Tian, Pengfei Yang, Kai Tang

“…The present work adopts the “glass heart” model for assessing the vulnerability of coal mines to gas explosions based on a constructed gas explosion vulnerability assessment index system. …”
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Research on anomaly detection and correction of power metering data based on machine learning algorithm by Sida Zheng, Meiying Zhu, Ying Liu

“…In order to explore the optimal solution to the above problems, this paper constructs a multi-model fusion anomaly detection method of electric energy measurement data based on machine learning, and gives the anomaly correction scheme of electric energy measurement data. …”
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Energy management strategies for hybrid diesel vehicles by dynamic planning embedded in real-world driving emission model by Yingzhang Wang, Li Zhang, Yang Chen, Chaokai Li, Baocheng Du, Jinlin Han

“…This study uses a BP-Adaboost algorithm combined with a transfer learning strategy to construct a learning model of real-world driving emissions based on several real-world driving emission tests of a hybrid diesel light truck. …”
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Estimation of the Compressive Strength of Self-Compacting Concrete (SCC) by a Machine Learning Technique Coupling with Novel Optimization Algorithms by Ling Chen, Wengang Jiang

“…Self-compacting concrete (SCC), as a liquid aggregate, is suitable for use in reinforced constructions with no need for vibration. SCC utilization has been found in a wide range of projects. …”
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Vertical Gradient Temperature Difference of the Main Arch with Single Pipe Section in Tibet Based on Statistical Analysis by Tuo Shi, Nianchun Deng, Zheng Chen, Haoxu Li

“…A 75 m long experimental arch with a 1.6 m diameter was constructed in Tibet for a one-year test to determine the most unfavourable vertical temperature difference for a single pipe in the main arch of a concrete-filled steel tube arch bridge. …”
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Climate reconstruction of the Little Ice Age maximum extent of the tropical Zongo Glacier using a distributed energy balance model by Autin, Philémon, Sicart, Jean Emmanuel, Rabatel, Antoine, Hock, Regine, Jomelli, Vincent

“…Seasonal precipitation changes were constructed using shuffled input data for the model: measurements of air temperature and relative humidity, precipitation, wind speed, incoming short and longwave radiation fluxes, and assessed using a distributed energy balance model. …”
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3D numerical modeling of the deformation and failure mechanisms of batter pile groups subjected to fault ruptures by Mukhtiar Ali Soomro, ZiQing Zhu, Muhammad Shamrooz Aslam, Hazrat Bilal, Abid Yahya, Irfan Anjum Badruddin

“…Abstract Fault ruptures induced by earthquakes pose a significant threat to constructions, particularly underground structures such as pile foundations. …”
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Research on Fire Suppression Characteristics of Compressed Air Foams in Full-Scale 220 kV Converter Transformer by Yike Guo, Tao Chen, Biao Zhou, Peng Zhang, Yuwei Wang, Xuyao Wang, Danping Hao

“…To study the fire behavior of UHVDC (ultra-high-voltage direct current) converter transformers and the effectiveness of CAFs (compressed air foams) in suppressing fires, a full-scale model of a 220 kV converter transformer fire was constructed. The model mainly considered the oil pool fires and oil spill fires that form after explosions, causing the casing to completely fall out. …”
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Forecasting Beijing Transportation Hub Areas’s Pedestrian Flow Using Modular Neural Network by Shuwei Wang, Ronggui Zhou, Lin Zhao

“…Then, membership function based on the distance measure was constructed. Through fuzzy discrimination, online selection for the subnetwork of the information can be achieved. …”
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Entanglement entropy of a color flux tube in (2+1)D Yang-Mills theory by Rocco Amorosso, Sergey Syritsyn, Raju Venugopalan

“…Abstract We construct a novel flux tube entanglement entropy (FTE2), defined as the excess entanglement entropy relative to the vacuum of a region of color flux stretching between a heavy quark-anti-quark pair in pure gauge Yang-Mills theory. …”
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Research on a New Control System Based on L1 Adaptive Control Scheme for the Voice Coil Motor by Huaiguo Jing, Ying Li, Bo Li, Shuo Huang, RuiDian Zhan, Hao Li, Xuexi Zhang

“…First, it briefly analyzes the working principle and control method of the voice coil motor, and then constructs the uncertain parameter model according to the mathematical model of the voice coil motor. …”
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Cigarette and Waterpipe Smoking Decrease Respiratory Quality of Life in Adults: Results from a National Cross-Sectional Study by Salamé Joseph, Salameh Pascale, Khayat Georges, Waked Mirna

“…Using data from a cross-sectional national study, we checked the construct validity and reliability of the CCQ. Factors and items correlation with postbronchodilator FEV1/FVC were reported, in addition to factors and scale association with COPD and its severity. …”
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Emotional Burnout, Perceived Sources of Job Stress, Professional Fulfillment, and Engagement among Medical Residents in Malaysia by Sami Abdo Radman Al-Dubai, Kurubaran Ganasegeran, Wilson Perianayagam, Krishna Gopal Rampal

“…Although this study was limited by its cross-sectional design, its findings posit a sufficient foundation to relevant authorities to construct, amend, and amalgamate existing and future policies.…”
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Metal ion-crosslinking multifunctional hydrogel microspheres with inflammatory immune regulation for cartilage regeneration by Zhuoming Xu, Zhuoming Xu, Jun Ma, Hanyin Hu, Hanyin Hu, Jintao Liu, Jintao Liu, Haiyang Yang, Haiyang Yang, Jiayi Chen, Hongwei Xu, Xinyu Wang, Huanhuan Luo, Gang Chen

“…Due to the complex pathogenesis of OA, multifaceted therapies that modulate inflammatory and immune microenvironmental disturbances while promoting cartilage regeneration are key to control the progression of OA.MethodsHerein, a multifunctional nanoparticle (DIC/Mg-PDA NPs) was constructed successfully by the metal chelation effect between Mg2+ and catecholamine bond from dopamine, followed by the amidation with diclofenac (DIC), which was then prepared into an injectable hydrogel microsphere (DIC/Mg-PDA@HM) with immune-regulating and cartilage-repairing abilities through microfluidic technology for the treatment of osteoarthritis.Results and discussionThe sustained release of Mg2+ from the composite hydrogel microspheres achieved inflammatory immune regulation by converting macrophages from M1 to M2 and promoted cartilage regeneration through the differentiation of BMSCs. …”
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Rapid Quantitative Analysis of Forest Biomass Using Fourier Transform Infrared Spectroscopy and Partial Least Squares Regression by Gifty E. Acquah, Brian K. Via, Oladiran O. Fasina, Lori G. Eckhardt

“…For the chemical composition, constructed models generally did a better job of predicting the extractives and lignin content than the carbohydrates. …”
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