DART–Triple Quadrupole Mass Spectrometry Method for Multi-Target and Fast Detection of Adulterants in Saffron by Linda Monaci, Anna Luparelli, William Matteo Schirinzi, Laura Quintieri, Alexandre Verdu

“…The massive income from commercializing saffron substituted with other plant parts or low-cost spices makes this spice the main target of fraudsters. <b>Background</b>: Different methods have been developed for detecting saffron adulteration. …”
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Coal seam thickness prediction method based on multi-frequency joint application of channel wave by Nianguang QIU, Wenjie JIAO, Mingfang JIN, Hongli ZHAO, Xiaoshuai YAO, Wanpeng ZHANG, Qingbin LI

“…The coal seam thickness and its range can be calculated for different sensitive frequencies. A coal seam thickness prediction method based on multi-frequency joint application of channel wave is proposed by using multiple sensitive frequency weighted reconstruction and sensitive frequency band. …”
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AFSA-FastICA-CEEMD Rolling Bearing Fault Diagnosis Method Based on Acoustic Signals by Jin Yan, Fubing Zhou, Xu Zhu, Dapeng Zhang

“…Acoustic signal is a commonly used method in the field of mechanical fault diagnosis, but an overlapping phenomenon occurs very easily, which affects the diagnostic accuracy. …”
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Clinical Application of MAGiC Method in Distinguishing Between Pituitary Adenoma and Rathke’s Cleft Cyst by Ra Gyoung Yoon, Boeun Lee, Moon jung Hwang, Soo Jeong Park

“…This study evaluated the diagnostic performance of MAGiC-driven imaging parameters for distinguishing PA from RCC. <b>Methods:</b> In total, 108 patients (54 each with PA or RCC) who underwent MRI using the MAGiC sequence were included in this study. …”
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A new probabilistic linguistic decision-making process based on PL-BWM and improved three-way TODIM methods by Jie Chen, Chuancun Yin

“…Upon introducing a three-way decision system to improve the TODIM method, a novel three-way TODIM method is proposed and showcased on an optimal new energy vehicle selection problem. …”
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Adaptive Voxel-Division Method of GNSS Water Vapor Tomography and Its Application in Data Assimilation by Yongjie Ma, Qingzhi Zhao, Duoduo Jiang, Wanqiang Yao, Yibin Yao, Jinfang Yin, Hongwu Guo, Yuan Zhai, Ying Xu, Ruikun Wang, Qingfang Chen, Jingyu Zhang

“…An adaptive voxel-division method for GNSS water vapor tomography is first proposed. …”
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Assessing the incubation time in antifungal susceptibility testing using the agar-based disk diffusion method by Van T. T. Pham, Phuong T. D. Thach, Chuong H. Nguyen, An T. Phan, Hai T. Tang, Khang H. Pham, Hoa T. T. Nguyen, Van N. D. Nguyen, Hoa T. Nhu

“…Methods This in-vitro study involved 129 cryopreserved strains of Trichophyton spp., including T. rubrum complex (67 strains) and T. mentagrophytes complex (62 strains). …”
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The variation rule of TBM tunneling parameters in deep composite strata and the recognition method of boreability grade by Haibin Wang, Guogang Cui, Zhen Shi, Ling Zhang, Chengdeng Gao, Ziwei Ding

“…Descriptive statistics, correlation analysis, regression analysis, and other Mathematical and statistical methods are used to analyze the change rule of TBM tunneling parameters in different formations, and the optimized regulation range of tunneling parameters is proposed. …”
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Properties of micro-nano carbon materials/hydrogenated nitrile rubber composites prepared by solution method by ZHENG Fang-yuan1， LI Shi-kun2， ZHANG Zeng2， LI Zai-feng2

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A Ship’s Maritime Critical Target Identification Method Based on Lightweight and Triple Attention Mechanisms by Pu Wang, Shenhua Yang, Guoquan Chen, Weijun Wang, Zeyang Huang, Yuanliang Jiang

“…This method is based on a triple attention mechanism designed to enhance the model’s ability to classify and recognize buoys of different colors in the channel while also making the feature extraction network more lightweight. …”
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A Fault Identification Method of Mechanical Element Action Unit Based on CWT-2DCNN by Hongyu Ge, Yujiao Guo, Tianyu Luo, Manzhi Yang, Chuanwei Zhang

“…By using this method, the different fault types of mechanical element action units can be accurately identified, which has a certain application in the field of mechanical fault identification and diagnosis.…”
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Holistic Dynamic Modeling and Simulation of Alkaline Water Electrolysis Systems Based on Heat Current Method by Yi-Chong Jiang, Shi-Meng Dong, Zheng Liang, Xiao-Li Wang, Lei Shi, Bing Yan, Tian Zhao

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Research on Multi-Scale Point Cloud Completion Method Based on Local Neighborhood Dynamic Fusion by Yalun Liu, Jiantao Sun, Ling Zhao

“…To address this problem, this paper proposes a multi-scale point cloud completion method based on local neighborhood dynamic fusion (LNDF: adaptive aggregation of multi-scale local features through dynamic range and weight adjustment). …”
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A Novel Audio Copy Move Forgery Detection Method With Classification of Graph-Based Representations by Beste Ustubioglu, Gul Tahaoglu, Arda Ustubioglu, Guzin Ulutas, Muhammed Kilic

“…This paper presents a novel method to detect audio copy-move forgery, a type of manipulation where segments of an audio file are duplicated and moved to different locations within the same file. …”
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A network traffic classification method based on random forest and improved convolutional neural network by Bensheng YUN, Xiaoya GAN, Yaguan QIAN

“…In order to improve the efficiency and reduce the complexity of network traffic classification model, a classification method based on random forest and improved convolutional neural network was proposed.Firstly, the random forest was used to evaluate the importance of each feature of network traffic, and the feature was selected according to the importance ranking.Secondly, AdamW optimizer and triangular cyclic learning rate were adopted to optimize the convolutional neural network classification model.Then, the model was built on Spark cluster to realize the parallelization of model training.Adopting triangular cyclic learning rate with constant cycle amplitude, the experimental results of selecting 1 024, 400, 256 and 100 most important features as input show that the model accuracy is improved to 97.68%, 95.84%, 95.03% and 94.22%, respectively.The 256 most important features were selected and the experimental results based on adopting different learning rates show that the learning rate with half the cycle amplitude works best, the accuracy of the model is improved to 95.25%, and training time of the model is reduced by nearly half.…”
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Study on Method of Measuring Ionization Energy Loss of Time Projection Chamber Using UV Laser by CHANG Yue1, 2, QI Huirong2, 3, SHE Xin2, 3, ZHANG Jinxian2, 3, YU Chunxu1, ZHAO Guang2, 3, WU Linghui2, 3, DENG Zhi4, WANG Jianchun2, 3

“…An innovative method that optimizes the probability density distribution of laser ionization was introduced. …”
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High-density data transmission and scheduling method in wireless sensor networks based on Wi-Fi by Yajun Zhang, Gang Qiu, Meng Liu, Hongjun Wang

“…Experimental results show that in different iterations, the proposed method has lower node delay and node energy consumption, with values less than 0.2 and 2, respectively, and the maximum data fusion quality can reach 98, with high fusion benefits, so as to improve the transmission and scheduling efficiency and quality of high-density data in wireless sensor network.…”
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Evolutionary Tuning Method for PID Controller Parameters of a Cruise Control System Using Metamodeling by M. N. Ab Malek, M. S. Mohamed Ali

“…For long time the optimization of controller parameters uses the well-known classical method such as the Ziegler-Nichols and the Cohen-Coon tuning techniques. …”
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Study of aging life for EMU arresters based on aging tests and principal component analysis method by LI Ying, SONG Yanjun, XU Yuqi, LIU Kai, CHEN Kui, GAO Guoqiang

“…Additionally, an aging life model was established using the principal component analysis method for these arresters. The results show that the calculated evaluation value of the failure thresholds for the five performance parameters of the arresters reach 82 after standardized processing, indicating a service capacity of up to 7.5 million kilometers for new on-board arresters. …”
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Detection of Salmonella and several common Salmonella serotypes in food by loop-mediated isothermal amplification method by Zhongqiang Chen, Ke Zhang, Huan Yin, Qi Li, Lan Wang, Zhiguo Liu

“…The LAMP reaction conditions were optimized. The specificity of LAMP primers was identified by testing 10 different bacterial strains including S. …”
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