System Identification Methods for Dynamic Testing of Fluid-Film Bearings by Jerzy T. Sawicki, Maurice L. Adams, Russell J. Capaldi

“…This paper describes system identification and data reduction methods used for extracting rotordynamic coefficients of fluid-film journal bearings. …”
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An Investigation of Term Weighting and Feature Selection Methods for Sentiment Analysis by Tuba Parlar, Selma AyÅe Ãzel

“…In this study, our aim is to examine the effects of term weighting methods on newly proposed Query Expansion Ranking (QER) feature selection method and also compare the classification results with one of the well-known feature selection method namely Chi-square statistic. …”
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Benchmarking Spiking Neural Network Learning Methods With Varying Locality by Jiaqi Lin, Sen Lu, Malyaban Bal, Abhronil Sengupta

“…In contrast, recent works propose alternative learning methods with varying degrees of locality, demonstrating success in classification tasks. …”
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Comparing application methods for N-fertilizer in the sugar beet crop by Maria Teresa Amaducci, Lorenzo Barbanti, Gianpietro Venturi

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Methods for Cognitive Diagnosis of Students’ Abilities Based on Keystroke Features by Xu Chi, Xinyu Guo, Yu Sheng

“…Due to the independence and discreteness of keystroke data, and the lack of a clear requirement for the selection of the number of clusters in traditional clustering algorithms, this selection is rather arbitrary, and outliers will affect the clustering effect. Aiming at the above problems, we improve the original method. …”
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Cosmic muon flux attenuation methods for superconducting qubit experiments by Elia Bertoldo, Victor Pérez Sánchez, Maria Martínez, Manel Martínez, Hawraa Khalife, Pol Forn-Díaz

“…We observe that the horizontal detector sees more counts at lower energy, while the vertical one is impacted by more particles at higher energy. The methods here described proposed ways to directly understand and reduce the effects of cosmic rays on qubits by attenuating the source of this type of decoherence, complementing existing on-chip mitigation strategies. …”
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Current Practices of Railway Ballastless Track Design Methods in China by Peng Chen, Chen Hua, Haiyan Han, Hanbing Xiao, Xinghan Liu, Yanglong Zhong

“…At present, the limit state method is regarded as a more scientific design method compared to the allowable stress method, but its optimization effects await further research. …”
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Depression detection methods based on multimodal fusion of voice and text by Zhenrong Xu, Yuan Gao, Fang Wang, Longqian Zhang, Li Zhang, Junke Wang, Jie Shu

“…These results highlight the proposed method’s ability to capture and integrate multi-level information across modalities, significantly improving the accuracy and reliability of automated depression detection and severity prediction.…”
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Fault Types and Diagnostic Methods of Manipulator Robots: A Review by Yuepeng Zhang, Jun Wu, Bo Gao, Linzhong Xia, Chen Lu, Hui Wang, Guangzhong Cao

“…Technically, manipulator robot fault diagnosis involving human intervention is gradually being replaced by new technologies, such as expert experience, artificial intelligence, and digital twin methods. Previous reviews have tended to focus on a single type of fault, such as analysis of reducers or joint bearings, which has led to a lack of comprehensive summary of various methods for manipulator robot fault diagnosis. …”
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Paraphrase Identification With Deep Learning: A Review of Datasets and Methods by Chao Zhou, Cheng Qiu, Lizhen Liang, Daniel E. Acuna

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Virtual Electroencephalogram Acquisition: A Review on Electroencephalogram Generative Methods by Zhishui You, Yuzhu Guo, Xiulei Zhang, Yifan Zhao

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Comparing Different laboratory Methods for Measuring the Feed Pellet Durability by Basim Aboud Abbas, Abdulrazzak A. Jasim, Luma K. Bander

“… The experiment aimed to compare different methods of measuring the Feed pellet durability through the effect of pellet die speeds and the particle size (mill sieve holes diameter). …”
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Relational Pathways to Sociopolitical Control: A Mixed-Methods Study by Kathryn Y. Morgan, Katherine Wiley, Brian D. Christens, Annie B. Clark, Colleen Loomis

“…Adolescence is a critical period for sociopolitical development, yet research has primarily focused on youth with explicit civic engagement, overlooking the role of community involvement in broader contexts. This mixed-methods study examines how adolescent community involvement—ranging from volunteering and advocacy to participation in sports, religious, and cultural activities—shapes sociopolitical control (SPC) in young adulthood. …”
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Clinical and economic efficiency of the loop ileostomy closure by various methods by A. V. Veselov, S. I. Achkasov, O. I. Sushkov, A. I. Moskalev, I. S. Lantsov

“…in the context of optimizing the financial mechanisms of the national healthcare system, introducing the single-channel financial principle and further developing the insurance-based medicine in Russia, a competent financial accounting becomes an important element of the entire healthcare system.Aim – compare the economic effectiveness of various methods of closing a loop ileostomy.Materials and methods. …”
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Application of fuzzy DEMATEL–ANP methods for siting refugee camps by Jana Abikova

“…Design/methodology/approach – This study applied a combination of fuzzy methods and the Decision-Making Trial and Evaluation Laboratory (DEMATEL) and Analytical Network Process (ANP) methods as tools for multiple-criteria decision analysis. …”
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Comparison of methods for vehicle emissions calculation and their sensitivity to fleet structuring by O. V. Maksimova, V. A. Ginzburg, V. M. Lytov

“…A new method has been developed for assessing the effect of average mileage and vehicle distribution on classes on the total emissions values, implemented within each proposed version. …”
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Influence of treatment methods on quality of life of patients with hemorrhoidal disease by E. A. Zagriadskiǐ, A. M. Bogomazov, E. B. Golovko, M. V. Abritsova

“…Obtaining data on the influence of the method and type of treatment on the quality of life of patients suffering from acute or chronic hemorrhoids.Materials and methods. …”
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Theoretical bases of the methods of modernization the cylinders of heating steam turbines by V.A. Kalytka, M.V. Korovkin, A.I. Aliferov, A.V. Bashirov, T.A. Khanov, D.R. Talaspekov

“… The theoretical foundations of the methodology for designing and upgrading the technological schemes of the thermal steam turbines are described in the nominal operating mode, based on the theoretical temperature schedule of the heating systems and the associated loads of consumers. As a basic method of numerical optimization of the parameters of the turbine stage, the minimization method of the comparison function (MCF-method) is used, based on the search for minimum points for a multidimensional functional reflecting the relationship between the theoretical and experimental values of technical characteristics processes of the working substance (steam) moving through the elements of the stage. …”
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Cognitive modeling of problems and methods of protecting territories from landslides by Galina V. Gorelova, Dmitry I. Katsko, Alexander I. Katsko

“…The cognitive map made it possible to solve the problem of identifying or match-ing the real landslide process and methods of protecting territories from landslides with their graphical representation in the form of concepts (graph vertices) and cause-and-effect rela-tionships between them (graph edges), which subsequently allows us to move on to formaliza-tion – the construction of mathematical models (Bayesian belief networks, simultaneous equa-tions systems, path analysis models, etc.). …”
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Comparison of Clinical Outcomes on Different Treatment Methods for Lateral Epicondylitis by Ahmet Aksoy, Anıl Gülcü, Ahmet Aslan

“…Aim: In our study, the effectiveness of steroid injection therapy, extracorporeal shock wave therapy (ESWT) and splint use in the treatment of lateral epicondylitis, were compared.Methods: A total of 97 patients (28 males, 57 females, mean age: 47 years) with a clinical diagnosis of lateral epicondylitis were included in the study. …”
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