Drilling Condition Identification Method for Imbalanced Datasets by Yibing Yu, Huilin Yang, Fengjia Peng, Xi Wang

“…To address the challenges posed by class imbalance and temporal dependency in drilling condition data and enhance the accuracy of condition identification, this study proposes an integrated method combining feature engineering, data resampling, and deep learning model optimization. …”
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Study on the Identification Method of Gear Spalling Fault by Shengli Wu, Yimin Shao, Wenting Xing, Xiaochun Jian

“…The results provide theoretical basis and practical support for the gear defect size identification in black-box condition.…”
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Genomic Analysis Methods of Microorganisms by Canan Kebabçıoğlu, Osman Erganiş

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Analytical methods for the species identification of milk and milk products by Peter Zachar, Michal Šoltés, Radovan Kasarda, Jaroslav Novotný, Miroslava Novikmecová, Dana Marcinčáková

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METHODOLOGICAL AND METHODICAL BASIS OF THE NETWORK APPROACH TO THE STUDY OF SOCIAL IDENTIFICATION by P. P. Deriugin, I. A. Baruzdin, S. V. Kurapov

“…The heuristic network method to study identification revealed the benefits of its axiological direction. …”
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Isolation and identification of tomato bacterial spot pathogen in Ningxia and screening of identification methods for disease resistance by LI Xiaohong, WANG Xiaomin, DENG Wenxia, WANG Kaibin, GUO Meng, CHENG Guoxin

“…Under the treatment combination of inoculating seedlings at the four-leaf stage, the bacterial suspension concentration of 1.00×10⁷ CFU/mL, with stem inoculation method and 96 h moisture, the disease index was 72.22%, which was significantly higher than that in other treatments, and thus it was considered to be the best indoor resistance identification method at the seedling stage for tomato bacterial spot disease. …”
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Traditional and molecular methods for the identification of whitefly (Aleyrodidae) species by Maja DOBRAJC, Sebastjan RADIŠEK, Jernej JAKŠE, Stanislav TRDAN

“…Because worldwide transport, whiteflies become invasive all around the world. The identification of whiteflies species in adult stage is problematic. …”
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THE RISKS IN THE GOLD MINING INDUSTRY: CLASSIFICATION, METHODS OF IDENTIFICATION by V. M. Zaernyuk, N. O. Snitko

“…The paper substantiates the necessity of using not only the economical and statistical methods of the risk evaluation, but also heuristic and simulation methods for the proper characteristic of the gold production and economic processes. …”
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Theory and methods of scientific schools identification in the bibliography science by T. V. Zakharchuk

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Comparative Analysis of Dalargin Pharmaceutical Substance Identification Methods by M. G. Shulzhenko, I. A. Vasilenko, B. I. Ugrak, I. E. Shohin, Yu. V. Medvedev, E. A. Malashenko

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Computational Methods for Identification and Modelling of Complex Biological Systems by Alejandro F. Villaverde, Carlo Cosentino, Attila Gábor, Gábor Szederkényi

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Microplastics: Features of appearance, identification methods (subject review) by D. M. Myalenko

“…Each of the methods has its advantages and disadvantages, mainly related to sample preparation to improve the accuracy of identification. …”
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Research Advances on Identification and Detection Methods for Aflatoxigenic Fungi by Qingyu Shang, Fuchao Zhang, Qi Zhang, Wen Zhang, Hui Li, Peiwu Li

“…Therefore, it is very urgent to develop rapid and sensitive identification and detection methods for aflatoxigenic fungi to realize early warning the risk of aflatoxin contamination from the source. …”
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Using Computational Methods for Persian Collocations Identification and Extraction by Zainabolhoda Heshmati, Mina Maleki Vika, Mahmood Bijankhan, Hadi Veisi

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MHC2-SCALE enhances identification of immunogenic neoantigens by Joshua G. Gober, Aude-Hélène Capietto, Reyhane Hoshyar, Martine Darwish, Richard Vandlen, Jonathan L. Linehan, Lélia Delamarre, Adel M. ElSohly

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THE METHOD of computation images matching with the standard AS A METHOD FOR IDENTIFICATION OF MOVING Ground OBJECTS by B. V. Kazbekov, N. A. Maximov, A. V. Sharonov

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Identification of Learning Sources and Methods for Iranian Internet Entrepreneurs: Typology and Prioritization of Learning Methods by Ghanbar Mohamadi Elyasi, Reza Zaefarian, Bahareh Mafi

“…Internet entrepreneurs methods for identification and use of knowledge, skills and insights related to their business, have major impacts on creation and effective management of such businesses. …”
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An Improved VM Obstacle Identification Method for Reflection Road by Guoxin Jiang, Yi Xu, Xiaoqing Sang, Xiaotong Gong, Shanshang Gao, Ruoyu Zhu, Liming Wang, Yuqiong Wang

“…An obstacle detection method based on VM (VIDAR and machine learning joint detection model) is proposed to improve the monocular vision system's identification accuracy. …”
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Toward an Onboard Anomaly Detection and Identification Method for Satellites by Shun Katsube, Hironori Sahara

“…In addition, operators cannot directly repair or inspect satellites, making stable operations reliant on the early detection and identification of anomalies. However, conventional data-driven satellite monitoring methods often lack explainability and feasibility for onboard implementation. …”
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Fractionation as the main method for smoked tobacco products identification by S. V. Kalashnikov

“…A «Method  for determining the fractional composition of non-smoking tobacco products for oral consumption by the  method of sieve analysis» was developed (Certificate No. 022-01.00281-2013-2022). …”
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