Research on identification method of bituminous coal based on terahertz time-domain spectroscopy by Shuguang Miao, Shuguang Miao, Xiang Liu, Xiang Liu, Yue Zhang, Yue Zhang, SuWen Li, SuWen Li, Enjie Ding, Enjie Ding

“…The traditional coal type identification method needs to measure a variety of parameters of coal samples to obtain more accurate results, and the detection process is time-consuming and laborious, and can not realize the rapid identification of coal types. …”
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Efficient Identification Method of Fractured Leaky Layers Based on Pressure Gauge Arrays by XING Xuesong, ZHOU Changsuo, WANG Yumei, WU Yi, SHI Jian, GU Jijun

“…To solve this problem, this paper establishes a fracture leakage model for complex structural wells, considers multi-fracture leakage under various working conditions, optimizes the spatial arrangement of pressure sensors, and adopts a manometer array for the first time to realize downhole fracture location identification. The study results show that the manometer array method can obtain the downhole circumferential pressure in real time and intuitively, and accurately assess the fracture location and degree of openness through the pressure cloud map, to quantify the risk of leakage and facilitate the implementation of targeted measures such as adjusting the mud density or increasing the mud particle size, which provides a solid theoretical basis for the leakage plugging operation.…”
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Mid-Infrared Spectroscopy for Coffee Variety Identification: Comparison of Pattern Recognition Methods by Chu Zhang, Chang Wang, Fei Liu, Yong He

“…These methods were classified as highly effective methods (soft independent modelling of class analogy, support vector machine, back propagation neural network, radial basis function neural network, extreme learning machine, and relevance vector machine), methods of medium effectiveness (partial least squares-discrimination analysis, K nearest neighbors, and random forest), and methods of low effectiveness (Naive Bayes classifier) according to the classification accuracy for coffee variety identification.…”
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Deep learning-based ranking method for subgroup and predictive biomarker identification in patients by Zihuan Liu, Yihua Gu, Xin Huang

“…Methods We introduce DeepRAB, a deep learning-based framework designed for exploring treatment effect heterogeneity by constructing individualized treatment rule (ITR). …”
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Research on High Precision Modal Identification Method and Structural Optimization Design of Gearboxes by Dong Huaiyu, He Lidong, Jia Xingyun, Hou Qiyang

“…Considering the complexity of the gearbox structure, the first six orders are identified by using the single-point excitation and multipoint response modal identification technology, and the modal confidence, namely, the modal identification accuracy is high. …”
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DEVELOPMENT OF METHOD FOR IMPROVING IDENTIFICATION SYSTEMS RELIABILITY USING SRAM PUF AS IDENTIFIER by G. S. Aliev

“…To reduce degradation, author proposed and experimentally evaluated new cell recovery methods which increases reliability of identification systems that use SRAM PUF stable cells as an identifier carrier.…”
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Identification Method of Mature Wheat Varieties Based on Improved DenseNet Model by Zihang Liu, Yuting Zhang, Guifa Teng

“…However, the automatic identification of wheat varieties at the mature stage is very important for field management, planting area, and yield prediction. …”
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A Deep Learning Method for Automatic Coronal Mass Ejection Feature Identification by P. Yang, H. S. Fu, J. B. Cao, F. Shen

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Improved FraSegNet-Based Rock Nodule Identification Method and Application by Yanbo Zhang, Guanghan Zhang, Qun Li, Xulong Yao, Hao Zhou

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Automatic identification of music performer using the linear prediction cepstral coefficients method by Magdalena CHUDY

“…The paper describes a method of automatic identification of different music performers playing identical pieces of music on the same instrument. …”
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Identification of Dynamic Loads Based on Second-Order Taylor-Series Expansion Method by Xiaowang Li, Zhongmin Deng

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Lithology Combination Identification Method Based on Discrete Wavelet Transform and Its Application by JIAO Guohua

“…This method has the value of popularization in the same type of reservoir.…”
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Application of different edge detection methods for faults identification in Anza Basin, Kenya by Gege Li, Qing Chen, Bingqiang Yuan, Xianfeng Tan, Hao Chen, Xiaoyu Huang, Lang Pan

“…However, the traditional potential field boundary identification method has limited ability to detect the boundaries of buried deep geological bodies. …”
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Identification of the Exercise and Time Effects on Human Skeletal Muscle through Bioinformatics Methods by Mufang Feng, Jie Ji, Xiaoliu Li, Xinming Ye

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Research on the acquisition and identification methods of critical microscopic quality characteristics in the manufacturing process by Zhongyi Wu, Zhenyang Xu, Cheng Liang, Kan Lv, Bin Qin

“…Intelligent acquisition and representation of MQC during machining are realized by using natural language processing (NLP) techniques and topological methods. Additionally, the Triangular fuzzy number (TFN)-Elimination Et Choice Translating Reality (ELECTRE)-Adversarial Interpretive Structure Modeling (AISM) method was used for the identification of critical microscopic quality characteristics (CMQC), and the practicality and validity of the method in high-precision blade processing were verified by sensitivity analysis and method comparison. …”
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Identification Methods of Tumor Tissue Origin Based on Different STR Typing Kits by WU Li-ming, CHEN An-qi, ZHANG Su-hua, LI Cheng-tao

“…ObjectiveTo establish the identification method of tumor tissue origin based on commonly used STR typing kits.MethodsForenSeqTM DNA Signature Prep kit was used to detect the typing of 27 autosomal STR loci in 55 paired tumor tissue samples （tumor tissue paired with normal tissue of the same individual） and 75 unrelated individual whole blood samples. …”
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Identification Method for Incipient Intermittent Arc Ground Fault of High-Voltage Cables by Zhengxiong ZHOU, Xiangyang XIA, Peng ZHU, Mingde LI, Hai HUANG, Shanqiu CHEN, Junshan XIA, Ruiqi WANG

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Key Nodes Identification Method in Scale-Free Network Based on Structural Holes by Weiyan Liu

“…While current key node identification methods (e.g., degree centrality, betweenness centrality) often neglect structural hole nodes or suffer from high computational costs, this can lead to biased prioritization of key nodes. …”
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INTEGRAL PHYSICAL METHOD OF IDENTIFICATION OF A-PHASE IN AUSTENITIC CHROME-NICKEL STEELS by G. V. Snezhnoj, V. G. Mishchenko, V. L. Snezhnoj

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Energy Consumption Prediction of Building Heating Systems Based on Model Identification Methods by 曲明璐, 杜尚赫, 张欣林, 于 震, 李 怀

“…The study conducts an in-depth analysis of time-series historical data generated by buildings using machine learning techniques. A general model identification method was developed through an algorithm that optimizes competition based on black-box models. …”
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