Risk Assessment for Water Disaster of Karst Tunnel Based on the Weighting of Reliability Measurement and Improved Extension Cloud Model by Yingli Jiang, Jie Cui, Hao Liu, Yanlong Zhang

“…Risk assessment of water disaster in karst tunnels is a nonlinear, complex, and uncertain system problem. Based on the reliability measurement method and extension cloud theory, the reliability measurement weighting and improved extension cloud model are established for the risk assessment of water disaster in karst tunnels. …”
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PNN: A novel progressive neural network for fault classification in rotating machinery under small dataset constraint by Praveen Chopra, Himanshu Kumar, Sandeep Yadav

“…Variability in sensor placement, machinery configurations, and structural differences further increases the complexity of the problem. Conventional deep learning approaches often demand large, homogeneous datasets, limiting their applicability in data-scarce industrial environments. …”
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Bringing Together Economics and Psychology: Theoretical and Practical Aspects (Nobel Prize in Economics 2017) by D. I. Simochkin

“…This approach allows more in-depth analysis of the decision-making process of economic agents and opens up new opportunities for research aimed at increasing overall social benefits.This article examines the studies of Richard Thaler, noted by the Nobel Prize in Economics in 2017, devoted to the study of three psychological features of economic man which systematically affect the behavior of economic agents: limited rationality, the perception of justice (social preferences), and the problem of selfcontrol.Using the system approach, the author sets a goal to carry out a complex analysis of the theoretical, methodological and practical works of the Nobel Prize Laureate, that have received world recognition. …”
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DIGITAL TRANSFORMATION IN HIGHER EDUCATION AND SUSTAINABILITY: LESSONS FOR DISADVANTAGED UNIVERSITIES IN SOUTH AFRICA by Marongwe Newlin, Dagogo William Legg Jack

“…It concludes that some threats have been converted into opportunities through strategic adoption by these universities, aligning their visions with the UN's SDGs, AU's Agenda 2063, South Africa's National Development Plan 2030, and the imperatives of the 4th and 5th Industrial Revolutions, which emphasise complex problem-solving skills.…”
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IMAGES OF THE NATIVE REGION IN THE WORKS OF THE NIZHNY NOVGOROD ARTIST-FRONTLINE SOLDIER R.S. GRAZHDANINOV by Dmitry V. Kiryukhin

“…The aim of the article is to study the complex of artistic works of the veteran of the Great Patriotic War and amateur Nizhny Novgorod artist Rafael Semenovich Grazhdaninov (1924–1998) in order to identify the uniqueness of his artistic individuality and author's style. …”
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Formation of financial literacy of schoolchildren in the process of solving competent oriented tasks in the course of mathematics of a basic school by Ekaterina Mikhailovna Natyrova

“…The purpose of the study is to justify and develop competency-oriented tasks that ensure the formation of financial literacy of students in the course of Mathematics in primary school. During the study, a complex of theoretical and experimental methods have been used, which include analysis of literary sources, modeling, design, data generalization, observation and interrogation. …”
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Human Sciences: Another Experience of Substantiating Socio-Humanitarian Knowledge by O. V. Plebanek

“…The post-non-classical model of science is based on the understanding of the research  object  from  the  point  of  view  of  its  structure,  which  allows  us  to  consider  the phenomena of human existence as having a single nature with the object of natural science, since in both cases, objects have a complex, systemic nature and belong to self-developing objects.…”
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Images of Relations between Nobility and Peasantry in Russian Liberal Literature in Late 19^th — Early 20^th Centuries by M. A. Ponomareva

“…Special attention is paid to the main research approaches to the study of the topic, microhistorical, positional and other approaches, the concept of “new local history” is highlighted and the need for their complex use is declared. The results of a comparative analysis of various groups of sources are presented: reminiscence and memoirs, periodicals, statistical materials, correspondence. …”
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Generating graph perturbations to enhance the generalization of GNNs by Sofiane Ennadir, Giannis Nikolentzos, Michalis Vazirgiannis, Henrik Boström

“…Graph neural networks (GNNs) have become the standard approach for performing machine learning on graphs. …”
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Influence of Net Working Capital on Trade Profitability in Serbia by Radojko LUKIĆ

“… The problem of managing working capital, i.e. net working capital in trade, is very specific, challenging, current, significant and complex. …”
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Reducing the Wealth Gap with a Simulation-Based Proposal by Utkan Uluçay

“…No research has been found in the literature to have examined the effect of policy alternatives on the Gini coefficient in a simulated environment. …”
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Do asymmetric green technology innovation and institutional quality shocks matter for CO2 emissions in OECD countries? New evidence from an ARDL–PMG approach by Abdullah Abdulmohsen Alfalih

“…The study contributes to current understandings by revealing the nuanced and complex relations linking technological and institutional factors and environmental outcomes in developed economies. …”
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Discovery of Object-Centric Behavioral Constraint Models With Noise by Baoxin Xiu, Guangming Li, Yidan Li

“…Therefore, in this paper, we aim to discover a novel model which combines data and behavior perspectives, and the resulting Object-Centric Behavioral Constraint (OCBC) model is able to describe processes involving interacting instances and complex data dependencies. Besides, we provide solutions to deal with the noise problem, which enables process discovery in real life data.…”
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The Subjective Probability of Conditionals and Its Formalizations by Anna Wójtowicz, Krzysztof Wójtowicz

“…DOI: https://doi.org/10.26333/sts.xxxvii1.04 The aim of the paper is to discuss the problem of the assignment of the degree of belief to conditional sentences by a rational agent. …”
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Graph-Attention Diffusion for Enhanced Multivariate Time-Series Anomaly Detection by Vadim Lanko, Ilya Makarov

“…Multivariate time-series anomaly detection is a complex task that requires capturing temporal and spatial correlations. …”
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PCN: a deep learning approach to jet tagging utilizing novel graph construction methods and Chebyshev graph convolutions by Yash Semlani, Mihir Relan, Krithik Ramesh

“…Current approaches use deep learning to uncover hidden patterns in complex collision data. However, the representation of jets as inputs to a deep learning model have been varied, and often, informative features are withheld from models. …”
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Surgical treatment experience for patients with stage I-III esophageal cancer by О. P. Kolesnik, I. P. Kolesnyk, V. V. Kechedzhyiev

“…Today, esophageal cancer (EC) remains a complex oncological problem. Aim of the work is to assess the survival rates of patients with the I–III stages esophageal cancer and esophagogastric junction. …”
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Efficacy of vibroacoustic therapy in treatment of pneumonia in children with bronchopulmonary dysplasia by Madina Syzdykova, Marina Morenko, Madina Gatauova, Saule Zhumambayeva, Kseniya Shnaider

“…Accordingly, the treatment and rehabilitation of premature neonates with bronchopulmonary dysplasia (BPD) is indisputably an urgent problem. Objective — To evaluate the efficacy of vibroacoustic therapy in patients with BPD in the complex of therapeutic measures. …”
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Determination of Coverage Oscillation for Inclined Communication Satellite by Ümit Cezmi Yılmaz, İbrahim Öz

“…The calculation of the inclination angle requires complex astronomical knowledge and mathematical calculations. …”
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Leveraging Generative AI for Modelling and Optimization of Maintenance Policies in Industrial Systems by Adolfo Crespo Márquez, Diego Pérez Oliver

“…Maintenance policies, evolving from simple calendar-dependent or age-dependent preventive maintenance strategies to more complex approaches involving partial system replacement, minimal repairs, or imperfect maintenance, have traditionally been optimized based on minimizing costs, maximizing reliability, and ensuring operational continuity. …”
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