Learning with noisy labels via clean aware sharpness aware minimization by Bin Huang, Ying Xie, Chaoyang Xu

“…To address this problem, a theoretical analysis of the mismatch in the direction of the parameter perturbation between noise and clean samples during the training process was conducted. …”
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Application of the Non-Hermitian Singular Spectrum Analysis to the Exponential Retrieval Problem by D. J. Nicolsky, G. S. Tipenko

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Embracing doctors as teachers: Evaluating the student-led near-peer teaching at transnational campus by Kevin Xuan Hong Tang, Koon Kee Teo, Kye Mon Min Swe

“…Additionally, the Peer Tutor Assessment Instrument questionnaires were distributed to the near-peer students to evaluate the performance of the near-peer teachers in five areas: responsibility and respect, information processing, communication, critical analysis, and self-awareness. …”
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Some comments on the assessment of students’ knowledge at the University by Darya I. Yareshchenko

“…The main task of the work is the construction process of acquiring knowledge by a student and its analysis to determine an individual approach to the student. …”
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Demystifying perception and decision-making in peer review: a semantic perspective by Yujie Zhang, Weikang Yuan, Zhuoren Jiang

“…Developing deep learning models, we extracted reviewers’ perceptions of key factors from the review content. Analysis. Our analysis focuses on how these perceptual factors influence reviewers’ decisions and outcomes of the papers. …”
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Mission Impossible? A Review of Kylie Jarrett’s Book "Digital Labor" by Peter Goodwin

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Socio-cultural competence in modern educational paradigm by Kseniya O. Kuzovenkova

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Robust sparse smooth principal component analysis for face reconstruction and recognition. by Jing Wang, Xiao Xie, Li Zhang, Jian Li, Hao Cai, Yan Feng

“…Additionally, visualization of the generalized eigenfaces provides intuitive insights into how sparse and smooth constraints influence the feature extraction process. …”
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In-service mathematics teachers’ knowledge of differentiated instruction by Patrick Kyeremeh, Nixon Saba Adzifome, Emmanuel Kojo Amoah

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Statistical analysis of the migration situation and the factors affecting the Russian demographic expansion by Pavel E. Prokhorov, Nikita D. Epstein

“…In the study a critical assessment of the current classification of the factors, which affecting the migratory processes in Russia, has been carried out on the basis of the logical method of analysis of the subject area. …”
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Predetermination and Identification of Failure Modes Related to a Welded Car Chassis Component by Ana-Maria Bogatu, Dumitru-Titi Cicic, Mihăiță-Nicolae Coman, Corneliu Rontescu, Alexandru-Vasile Oancea

“…Failure Mode and Effects Analysis (FMEA) is a method commonly used in activities with the main objective of finding measures to improve manufacturing processes or products, by identifying actual and potential ways in which components fail or processes malfunction. …”
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On Problem of Interaction of Folklore and Literature in E. V. Balobanova’s Works by A. N. Talanova

“…It is proved that the formation of the writer’s style, the specificity of literary processing of Breton folklore, the choice of folk motifs and subjects depend on general literary trend of the turn of the 19th-20th centuries - the desire of artists of that time to find the elusive commonality of the highest principle of human existence. …”
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Analysis of kinematic and energy parameters of electric locomotive wheel–rail adhesion by A. A. Baklanov

“…The paper uses a system approach, methods of mathematical analysis and energy balance to consider the main regularities of processes in the electric locomotive wheel–rail adhesion zone, their kinematic and energy parameters. …”
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Assessing Nutrient Retention, Cost-Effectiveness and Fuel Efficiency of Charcoal Briquettes for Fish Smoking in Nigeria by Bem Asen, Pauline M. Akombo, Paul A. Annune, Bemgba B. Nyakuma

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LGBT-supportive corporate policies and firm performance: an analysis in the Brazilian context by Wellington Romero da Silva, Flávia Zóboli Dalmacio

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Nonlinear Pulse-Time Conversion in Radioisotope Devices: Analysis and Application Possibilities by A. M. Vodovozov

“…The paper considers the operation of radioisotope measuring devices under dynamic conditions, when the Poisson pulse flux at the output of the radiation detector becomes unsteady and the nonlinearity of the calibration curve of the device, the stochasticity of the radiation signal and the inertia of the meter significantly complicate the task of estimating the measured physical parameter. of the device and analysis of the possibility of its application for linearization of the characteristics of the device, increasing the speed of the devices and solving the measuring problem in real time.The process of nonlinear transformation of the radiation signal in the system is analyzed on the basis of the assumption about the exponential distribution of the intervals between the pulses of the information flow at the output of the radiation detector. …”
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Text classification by CEFR levels using machine learning methods and BERT language model by Nadezhda S. Lagutina, Ksenia V. Lagutina, Anastasya M. Brederman, Natalia N. Kasatkina

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THEORETICAL AND EXPERIMENTAL STUDY OF THE ECONOMIC BEHAVIOR IRRATIONAL COMPONENT OF UKRAINIAN SOCIETY IN SPECIFIC MARKETS by Artem Khovrat, Denys Teslenko, Nural Huliiev, Valentyna Kyriy

“…The following methods are used: analytical and inductive methods for determining the set of behavioural experiments and building hypotheses regarding their results; experimental method and method of mathematical processing to check the presence of selected behavioural deviations in Ukraine. …”
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Experimental statistical analysis of radar signals reflected from weather hazards by E. S. Boyarenko, E. A. Bolelov, O. V. Vasiliev, S. S. Korotkov

“…The further development of the method to process meteorological information is also of paramount importance to more correctly interpretate experimental data processing results of remote meteorological phenomena sensing.…”
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Antipatterns in Database Design by S. M. Shcherbakov, K. K. Kalugyan, A. V. Abramova, V. Y. Grechkina

“…The totality of decisions taken in the design process should be based on generally accepted rules, principles and recommendations, as well as on the existing experience in creating and operating information systems, which is difficult to reproduce in the conditions of the university audience.Materials and methods. …”
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