Fault Diagnosis of Planetary Gearbox Based on Motor Current Signal Analysis by Ziyuan Jiang, Qinkai Han, Xueping Xu

“…Then, a signal preprocessing method, namely, singular spectrum analysis (SSA), is proposed to remove the supply frequency component in the current signal. Subsequently, four classical machine learning models, including the support vector machine (SVM), decision tree (DT), random forest (RF), and AdaBoost, are used for fault classifications based on the features extracted via principal component analysis (PCA). …”
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Beutin (Pas-de-Calais) : une installation thermale domestique en pays morin by David Labarre

“…The first seems to correspond to a classic bathing circuit with frigidarium, tepidarium and caldarium, whereas the second, organized around hypocausts 2049 and 2131 (rooms 9 and 7), seems to be reserved for physical activities. …”
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Comparison of speech intelligibility in a real and virtual living room using loudspeaker and headphone presentations by Schütze Julia, Kirsch Christoph, Kollmeier Birger, Ewert Stephan D.

“…Virtual acoustics enables hearing research and audiology in ecologically relevant and realistic acoustic environments, while offering experimental control and reproducibility of classical psychoacoustics and speech intelligibility tests. …”
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Eski Türklerin Savaş Taktikleri ve Savaş Alanındaki Uygulamaları by Eda DURMUŞ

“…Distant warfare based on using bows on the horse helped them to lessen their losses. The classical Turkic tactic known as the Turan tactic or the wolf game realised in three phases: The first phase contains intimidation and attrition. …”
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Theologen van de twintigste eeuw en de christologie by A. van de Beek

“…As representative of a theologian who tried to integrate both modernity and classical tradition the author chooses Piet Schoonenberg (§9), a theologian who merits more attention than he has been given until now. …”
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Respiratory disease detection in lung auscultation with convolutional neural networks and CVAE augmentation by D.V. Panaskin, S.H. Stirenko, D.S. Babko

“…At the stage of building the model, the methods of classical convolutional neural networks were used. …”
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The finding and researching algorithm for potentially oscillating enzymatic systems by T. N. Lakhova, F. V. Kazantsev, S. A. Lashin, Yu. G. Matushkin

“…This paper presents classical mathematical models that describe oscillatory behavior in biological systems. …”
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PHILOSOPHY OF EDUCATION IN THE DIGITAL AGE: TRANSFORMATION OF KNOWLEDGE AND LEARNING by Марина ШУЛЬГА, Інна КУЗНЄЦОВА, Наталія ПОЛІЩУК

“…The study addresses the dichotomy between classical educational paradigms and emerging approaches that respond to digital innovations. …”
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Optimization Analysis of Advertising Information Resource Allocation in View of the Dynamic Game Model by Jun Han

“…Based on the review and summary of the formation and characteristics of the competitive structure of China’s advertising market and the research results of foreign advertising classification, this study makes a qualitative and quantitative study on the competitive strategy of China’s advertising game by using the principles of service marketing and advertising, the classical model of oligarch competitive structure, game theory, differential game, and dynamic optimization. …”
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Oxytocin: co-evolution of human and domesticated animals by Yu. E. Herbeck, R. G. Gulevich, D. V. Shepeleva, V. V. Grinevich

“…The axons of OT neurons form the classical hypothalamic-neurohypophyseal tract terminating on blood vessels of the neurohypothysis to release OT into the systemic blood circulation. …”
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ANTHROPOLOGICAL DIMENSIONS OF PRAGMATISM AND PERSPECTIVES OF SOCIO-HUMANITARIAN REDESCRIPTION OF ANALYTIC METHODOLOGY by A. S. Synytsia

“…Theoretical basis of the research is determined by the works of the representatives of classical pragmatism (C. S. Peirce, W. James, J. Dewey, F. …”
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How journalism experience translates to social entrepreneurship: An intention formation study of the Art Yard at Dadaocheng in Taiwan by Huei-Ching Liu, Chaoyun Liang

“…Methodology: By integrating the two classic models of entrepreneurship intention, entrepreneurial event theory and theory of planned behavior, we investigated the antecedents of SEI (i.e., empathy, entrepreneurial alertness, entrepreneurial self-efficacy, social responsibility, and social capital and support). …”
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Development of agency skills and creative thinking among students of a technical university: practical cases by Oksana F. Abramova

“…At the moment, we are in a transitional period of the formation of a new educational process, which is much broader and much more extensive than the classical methods of obtaining vocational education, both in terms of skill set and time. …”
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I. KANT, T. PARSONS AND POSTPOSITIVISM IN SOCIAL THEORY by Zenonas Norkus

“…Alexander’s "Theoretical Logic in Sociology" is singled out as deserving special attention because, in his attempt to develop postpositivist social theory, he chooses the classical work, (T. Parsons’) "The Structure of Social Action," as his main point of reference in the critique of sociological reason. …”
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Effect of Problem Based Learning Scenario on Knowledge of Third Class Students About Childhood Poisoning by Nazan Karaoğlu, Sevgi Pekcan, Burak Cem Soner, Muzaffer Şeker, Rahmi Örs

“…Introduction: It is stated that students cannot carry their knowledge on basic medical sciences that they gained with classical education to clinical classes and clinical practice and problem based learning (PBL) can compensate this drawback. …”
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The Crosstalk between Mesenchymal Stem Cells and Macrophages in Bone Regeneration: A Systematic Review by Rita Lih-Ying Shin, Chien-Wei Lee, Oscar Yuan-Jie Shen, Hongtao Xu, Oscar Kuang-Sheng Lee

“…In conclusion, anti-inflammatory macrophages (M2) have significantly more potential to strengthen bone regeneration compared with naïve (M0) and classically activated macrophages (M1). Transplantation of MSCs induced M1-to-M2 transition and transformed the skeletal microenvironment to facilitate bone regeneration in bone fracture and bone defect models. …”
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The Malthusian parameter and $R_0$ for heterogeneous populations in periodic environments by Hisashi Inaba

“…Since the classical stable population theory in demography by Sharpe and Lotka, the sign relation ${\rm sign}(\lambda_0)={\rm sign}(R_0-1)$ between the basic reproduction number $R_0$ and the Malthusian parameter (the intrinsic rate of natural increase) $\lambda_0$ has played a central role in population theory and its applications, because it connects individual's average reproductivity described by life cycle parameters to growth character of the whole population.Since $R_0$ is originally defined for linear population evolution process in a constant environment, it is an important extension if we could formulate the same kind of threshold principle for population growth in time-heterogeneous environments.…”
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An atypical presentation of autoimmune hepatitis with delayed menarche in a Nigerian adolescent: a case report by Promise Udoka Asogwa, Bruno Basil, Winifred Njideka Adiri, Nelson Ugwu, Gideon Ekene Anigbo, Evaristus Offia, Casmir Orjioke

“…Early intervention with immunosuppressive therapy is essential, even in the absence of classic liver-related symptoms, to prevent progression to advanced liver disease.…”
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A Data-Driven Methodology for Obtaining the Stress–Strain Curves of Metallic Materials Using Discrete Indentation Tests by Nitzan Rom, Elad Priel

“…The framework consists of a novel model for predicting the hardening curve, the classical Tabor model for predicting the yield stress for materials with yield stress lower than 100 MPa, and an XGBoost model for predicting the yield stress for metals with yield stress higher than 100 MPa. …”
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Enhancing misogyny detection in bilingual texts using explainable AI and multilingual fine-tuned transformers by Ehtesham Hashmi, Sule Yildirim Yayilgan, Muhammad Mudassar Yamin, Mohib Ullah

“…To conduct an in-depth analysis, we implemented a range of experiments encompassing classic machine learning methodologies and conventional deep learning approaches to the recent transformer-based models incorporating both language-specific and multilingual capabilities. …”
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