Intelligent Classification Method for Rail Defects in Magnetic Flux Leakage Testing Based on Feature Selection and Parameter Optimization by Kailun Ji, Ping Wang, Yinliang Jia

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A Novel Parameter-Adaptive VMD Method Based on Grey Wolf Optimization with Minimum Average Mutual Information for Incipient Fault Detection by Wang Xu, Jinfei Hu

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Weak Fault Detection for Rolling Bearings in Varying Working Conditions through the Second-Order Stochastic Resonance Method with Barrier Height Optimization by Huaitao Shi, Yangyang Li, Peng Zhou, Shenghao Tong, Liang Guo, Baicheng Li

“…When the fault frequency changes in variable working conditions, the signal processing effect becomes different with fixed parameters, leading to errors in fault detection. In this paper, an underdamped second-order adaptive general variable-scale stochastic resonance (USAGVSR) method with potential well parameters’ optimization is put forward. …”
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Development and Optimization of a Gas Chromatography–Mass Spectrometry Analytical Method for Detecting Sulfolane and Benzene Toluene, Ethylbenzene, and Xylenes in Water Samples by Merrik Kobarfard, Alexander Sweett, Jennie Hansson, Beth Parker, Tadeusz Górecki

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OPTIMIZATION OF ANNEALING TEMPERATURE AND PRIMER CONCENTRATION OF CYTOCHROME B (CYT B) GENE FOR PIG DNA DETECTION WITH REAL-TIME PCR METHOD by Novia Azahra Fatoni, Ai Djuminar, Acep Tantan Hardiana, Fusvita Merdekawati

“…Background: One company in Indonesia has developed a pig DNA detection kit by designing primers with the real-time Polymerase Chain Reaction (PCR) method using the cytochrome b (cyt b) gene. …”
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Optimized decomposition and identification method for multiple power quality disturbances by Wang Zhaoqing, Chang Yanzhao, Chen Jianlei, Bao Weiyu

“…Initially, an improved variational mode decomposition (IVMD) method is presented, leveraging an energy ratio criterion for precise decomposition of concurrent PQDs. …”
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TDV-optimization: A novel numerical method for phytosociological tabulation by Tiago Monteiro-Henriques

“…Key features of this method include its ability to identify patterns very closely resembling manual phytosociological tabulation and to detect reticulate patterns. …”
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NEOADJUVANT CHEMOTHERAPY FOR EPITHELIAL OVARIAN CANCER. MODERN METHODS AND PATIENTS SELECTION CRITERIA by A. E. Solopova, A. A. Chashchin, A. G. Solopova, S. N. Gurov, A. D. Makatsariya

“…Because ofvague clinical picture and the lack of effective methods for early detection and screening, more than 60% of cases are diagnosed at stage III-IV, after the spread of tumor beyond the pelvis. …”
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An Optimized Detection Approach to Subsurface Coalfield Spontaneous Combustion Areas Using Airborne Magnetic Data by Qingfa Meng, Guoqing Ma, Lili Li, Jingyu Li

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Orchard Navigation Method Based on RS-SC Loop Frame Search Method and SLAM Technology by Ning Xu, Qingshan Meng, Fengping Liu, Zhihe Li, Guangming Wang, Na Guo, Wenxuan Wu

“…The method realizes rough loop frame search through neighborhood search to improve speed, and global precise search combined with scanning context to improve accuracy. …”
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LLM-MalDetect: A Large Language Model-Based Method for Android Malware Detection by Ruirui Feng, Hui Chen, Shuo Wang, Md Monjurul Karim, Qingshan Jiang

“…Although deep learning methods are widely used for malware detection, they often struggle with stability and adaptability in the face of evolving threats. …”
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Rapid SNP genotyping detection method based on PCR-lateral flow dipstick detection technique by Junfang Jiang, Xiaowei Zhang, Pei Xiong, Xin Huang, Kaizhi Zheng, Yongqing Jiang, Sangang He, Huili Shan

“…Abstract This study established a polymerase chain reaction–lateral flow dipstick (PCR-LFD) method for the visual detection of SNP genotypes. …”
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Automatic serving method of volleyball training robot based on improved YOLOv5 and improved Hough transform by Tao Sun, Xiaolong He, Jiajun Zhang

“…However, due to the characteristics of volleyball, such as small size, fast speed, and susceptibility to occlusion and noise interference in complex backgrounds, traditional object detection methods are hard to meet their real-time and accuracy requirements. …”
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Establishment and Comparison of Detection Methods for Ricin and Abrin Based on Their Depurination Activities by Lina Dong, Tingting Liu, Jiaxin Li, Cen Wang, Jing Lv, Jing Wang, Jinglin Wang, Shan Gao, Lin Kang, Wenwen Xin

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EVALUATION OF NUCLEIC ACID EXTRACTION METHODS FOR PATHOGEN DETECTION USING PCR by D.K. Prokhorenko

“…This work focuses on evaluating nucleic acid extraction methods and optimizing lysis buffer components to enhance nucleic acid yield and minimize the impact of potential inhibitors on target gene amplification to improve the detection of causative pathogens and facilitate their integration into diagnostic practice. …”
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Heuristic thermal sensor allocation methods for overheating detection of real microprocessors by Xin Li, Xueting Wei, Wei Zhou

“…On this basis, a heuristic method based on genetic algorithm is proposed to find a near‐optimal thermal sensor allocation solution, which can make overheating detection probability significantly improved with a greatly reduced execution time. …”
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CBSNet: An Effective Method for Potato Leaf Disease Classification by Yongdong Chen, Wenfu Liu

“…Aiming at the problems of tiny spots, blurred disease edges, and susceptibility to noise interference during image acquisition and transmission in potato leaf diseases, we propose a CBSNet-based potato disease recognition method. Firstly, a convolution module called Channel Reconstruction Multi-Scale Convolution (CRMC) is designed to extract the upper and lower features by separating the channel features and applying a more optimized convolution to the upper and lower features, followed by a multi-scale convolution operation to capture the key changes more effectively. …”
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Assessment of Different Detection Methods in Bacteria Survival on Cotton and Polyester Textiles by Katarzyna Jekiel, Justyna Syguła-Cholewińska

“…Moreover P. aeruginosa turned out to be a best indicator for use in survival experiments, where too intensive growth or no growth was observed, hence not detectable on media. Survival microorganisms in viable state on textile are at least four weeks and can be prolonged in optimal condition.…”
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Research on flight detection and data compliance analysis methods for ice meteorological by DING Junliang

“…This article analyzes the background and limitations of the formation of the icing meteorological standard in Appendix C of CCAR25, and proposes a flight method for ice detection using an icing experimental research aircraft. …”
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The Detection of Different Cancer Types Using an Optimized MoS₂-Based Surface Plasmon Resonance Multilayer System by Talia Tene, Diego Fabián Vique López, Paulina Elizabeth Valverde Aguirre, Adriana Monserrath Monge Moreno, Cristian Vacacela Gomez

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