Classification of edible vegetable oils based on three-dimensional fluorescence spectroscopy and ISSA-SVM by ZHANG Jing, QI Guohong, CHEN Jingzhao, CAO Xiaoli, LI Lili

“…ObjectiveTo improve the classification accuracy of edible vegetable oils, an identification model based on three-dimensional fluorescence spectroscopy and ISSA-SVM was established.MethodsCombining the feature information of three-dimensional fluorescence spectroscopy, an improved sparrow search algorithm was used to optimize the parameters of the SVM model, constructing an edible vegetable oil identification method that integrates the characteristics of three-dimensional fluorescence spectroscopy information and the ISSA-SVM model.ResultsCompared with the SVM model, GA-SVM model, PSO-SVM model, and SSA-SVM model, the classification accuracy of the ISSA-SVM model for edible vegetable oils reached 100%.ConclusionThe ISSA-SVM model has higher convergence efficiency, system stability, and the ability to avoid local optimal solutions, which can effectively cope with complex and variable sample classification tasks.…”
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THE PARTICAL SUBSTITUTE OF ANIMAL PROTEIN CONCENTRATE FOR SAFFLOWER MEAL IN COMMON CARP DIET Cyprinus Carpio L. by Mahmoud A.Mohammad

“…The aim of this study was to determine the ability of substitution of animal protein concentrate (APC) by safflowerseed meal (SSM) Safflower meal was prepared after extracting oil safflower seeds. …”
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Investigating the contributors to hit-and-run crashes using gradient boosting decision trees. by Baorui Han, Haibo Huang, Gen Li, Chenming Jiang, Zhen Yang, Zhenjun Zhu

“…GBDT also demonstrates superior computational efficiency, with a LIFT value of 4.087, making it a more accurate and efficient model for predicting hit-and-run crashes compared to CART, Random Forest, and Logistic Regression. …”
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Influence of the Multicavity Shape on the Solid Scramjet by Pengnian Yang, Zhixun Xia, Likun Ma, BinBin Chen, Yunchao Feng, Chaolong Li, Libei Zhao

“…In our experiment, the combustion efficiency increased from 0.41 to 0.48, and the total pressure recovery was 0.36. …”
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Synthesis of N-best Heat Recovery Networks with Consideration of Dynamic Control Performance by Zong Yang Kong, Tiffany Ang, Hao-Yeh Lee, Ákos Orosz, Ferenc Friedler, Bing Shen How

“…This performance metric reflects the network’s ability to maintain target temperature even under disturbances. …”
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Research progress of homogeneous catalytic reactions of hexafluoroisopropanol (HFIP) by Huiying Xu, Huidan Luo, Yi Wang, Hui Gao

“…In recent years, it has received widespread attention due to its ability to stabilize ionic species, transfer protons, and participate in a range of intermolecular interactions, demonstrating excellent benefits in facilitating a variety of challenging chemical reactions. …”
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The Image of the Profession among the Specialists of the Special Working Conditions of Primorsky Region by Lyukshina D.S., Kalita V.V.

“…Today, the future of the Russian Federation mostly depends on these experts’ rate of psychological readiness, level of professional skills and qualification, their ability to solve problems of high complexity. The technique of Serkin V.P. …”
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Training a Minesweeper Agent Using a Convolutional Neural Network by Wenbo Wang, Chengyou Lei

“…Although there is room for improvement in sample efficiency and training stability in the DQN model, its greater generalization ability makes it highly promising for application in more complex decision-making tasks.…”
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LKJ Data Preparation Technology and Application Research Based on Train Diagram Data by LEI Liping, YANG Shaobin, ZHU Chengjian, DENG Yong

“…In view of the problems such as large works of manual preparation of LKJ basic source data and excessive dependence on personal ability of data compilers, this paper proposes a LKJ data preparation technology based on technical data of train diagram, and a set of LKJ data preparation system is developed based on this technology. …”
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Analysis of the coordination technology between ATC at the boundaries of control exchange by M. V. Kulakov, I. A. Chekhov

“…The effective organization of air traffic in an aviation hub control area depends on the ability of air traffic controllers to correctly align the order of arrival and departure of aircraft with the existing traffic intensity, prohibitions and restrictions, meteorological conditions and other factors. …”
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The Canadian Geospatial Data Infrastructure and health mapping by Sheng Gao, Darka Mioc, Xiaolun Yi, François Anton, Eddie Oldfield, David J. Coleman

“…Due to the recent outbreak of SARS and the danger of pandemic Bird Flu, the ability to strengthen health surveillance and disease control is a growing need among governments. …”
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Instruments to Improve Economic Entities Solvency by Natalia N. Karzaeva, Ekaterina A. Karzaeva

“…As a tool to improve the solvency of the entity the authors propose to amend the financial statements by adding the items on maturities of liabilities to the items listing the types of payables, As a second tool the authors propose to use a bank deposit as a mechanism to put together the creditors requirements to guarantee the liabilities repayment and the requirements of the management of an entity to ensure the of financial investments efficiency. The article describes three main conditions of forming the bank deposit: the ability to manage it; a minimum balance requirement, objectivity of the value of a deposit related to its targeting. …”
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Centralised ESG Data Sharing and EU Competition Law: Safeguards for the Twin Transition by Mariska van de Sanden, Pim Jansen

“…Compliance increasingly hinges on firms’ ability to collect and verify thousands of datapoints deep into global supply chains – an exercise that is costly, error-prone and may yield non-comparable results. …”
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Olive Stones as Optimal Precursor of Activated Carbons for Water Purification Process by Rossella Girimonte, Nadia Astorino, Maria Turano, Daniele Sofia, Andrea Katovic

“…The ACs produced were analyzed for their thermal properties, structural attributes, and ability to adsorb dyes in water treatment systems. …”
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Thermally Balanced DPWM Method With Neutral Point Voltage Balancing Capability for Single-Phase Five-Level T-Type NPC Inverters by Kyu-Jin Min, Ui-Min Choi

“…Discontinuous pulse width modulation (DPWM) is useful to improve the efficiency of a single-phase five-level T-type neutral-point-clamped (5LT-NPC) inverter and the reliability of the power devices. …”
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Lightweight consortium blockchain-enabled secured Vehicular ad Hoc Network using certificateless conditional privacy-preserving authentication mechanism. by Iqra Ilyas, Irfan Ud Din, Abdullah Alourani, M Usman Ashraf

“…At the same time, system efficiency is compromised which is another primary requirement of VANETs. …”
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A Small Target Pedestrian Detection Model Based on Autonomous Driving by Yang Zhang, Shuaifeng Zhang, Dongrong Xin, Dewang Chen

“…To improve the accuracy of small-target pedestrian detection and the anti-interference ability of the model, a small-target pedestrian detection model that fuses residual networks and feature pyramids is proposed. …”
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Role of vertical farming for sustainable urban horticulture: A review by Jemal Seid Hussen, Gebeyaw E. Ahmed

“…This eco-friendly method offers a promising solution to traditional farming, aiding a growing global populace in securing sustenance. Resource use efficiency of vertical farming and the ability to produce premium agricultural goods are driving its global appeal. …”
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AI-enhanced self-regulated learning: EFL learners' prioritization and utilization in presentation skills development by Aldha Williyan, Sri Wuli Fitriati

“…Participants reported valuing AI for its ability to provide personalized feedback and improve learning efficiency. …”
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Controlled quantum authentication confidential communication protocol for smart healthcare by Yefeng He, Jiaqiang Fan, Yichi Zhang

“…In addition, performance analysis provides computation in terms of qubit efficiency and experimental simulation results of the protocol.…”
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