CGA-Net: A CNN-GAT Aggregation Network Based on Metric for Change Detection in Remote Sensing by Huilan Lin, Chunlei Zhao, Rong He, Ming Zhu, Xin Jiang, Yi Qin, Wen Gao

“…Attempting to solve the problems in existing object-level change detection methods, such as ignoring the relationship between dual-branch features, insufficient utilization of feature point information, and unreasonable fusion weight allocation mechanism, this article proposes an object-level change detection network, CGA-Net, based on metric, which combines similarity measurement with the feature extraction and fusion. …”
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Element-Free Galerkin Method Based on Block-Pulse Wavelets Integration for Solving Fourth-Order Obstacle Problem by Muhammad Azam, Khalid Parvez, Muhammad Omair

“…Numerical results for test problems are presented in this article to elaborate the pertinent features for the proposed technique. …”
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Features of Fixing the Folklore of Peoples of Yakutia (1930-1970): the Method of Selecting Informants according to G. U. Ergis by Olga I. Charina, Anna S. Larionova, Valentina A. Petrova

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Reconstruction of the object inhomogeneity parameters from near-field measurements in microwave tomography problem using neural networks by A.V. Medvedev, M.Yu. Medvedik

“…Materials and methods. The problem posed is reduced to the Lippmann-Schwinger integral equation. …”

Cross-Border Cooperation between the Russian Federation and the Republic of Belarus: Development Problems in New Economic and Political Conditions by A. N. Mezhevich, I. P. Sitov

“…This system should be part of a system of supranational governance built to solve the problems of two sovereign states. Cross-border cooperation is not only a managerial, but also an economic resource that will deepen union integration.…”
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EXPERIENCE OF COMPLEX CONSULTING ON THE PROBLEM OF VITAMIN AND MINERAL CORRECTION IN CHILDREN AND ADOLESCENTS BY PEDIATRICIAN AT THE MEDICAL INSTITUTION AND PHARMACIST AT DRUGSTORE by S. V. Talashova, A. G. Khrykova, A. A. Trubnikov

“…Modern complexes of vitamins and minerals have their own specific features as a medicinal group and a commodity. Based on the mentioned aspects, the article provides a practical example of complex consulting on the problem of vitamin and mineral correction in children and adolescents' nutrition and explains the necessity of vitamin and mineral complexes application, as well as details their administration peculiarities and the criteria of the quality of the products provided by the chemists.…”
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Modifying treatment of degenerative retinal diseases. Part 2. Conditioning therapy techniques and the problem of maximizing retinal plasticity by N. V. Neroeva, M. V. Zueva, L. A. Katargina, V. I. Kotelin, A. N. Zhuravleva, I. V. Tsapenko, D. V. Fadeev

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A method for classifying objects with a heterogeneous set of information features based on the generation of graph-chromatic maps by A.S. Bozhday, L.N. Gorshenin

“…A classification task is often complicated by the need to classify objects with a heterogeneous set of features. One of the main ways to solve such problems is to reduce heterogeneous features of an object to one type. …”

Boosting Barlow Twins Reduced Order Modeling for Machine Learning‐Based Surrogate Models in Multiphase Flow Problems by T. Kadeethum, V. L. S. Silva, P. Salinas, C. C. Pain, H. Yoon

“…To evaluate the performance of BBT‐ROM, we conduct three three‐dimensional multiphase flow problems, including waterflooding and geologic carbon storage (GCS), with varying numbers of input parameter cases and model domain features. …”
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A Clustering-Based Dimensionality Reduction Method Guided by POD Structures and Its Application to Convective Flow Problems by Qingyang Yuan, Bo Zhang

“…Proper orthogonal decomposition (POD) is a widely used linear dimensionality reduction technique, but it often fails to capture critical features in complex nonlinear flows. In contrast, clustering methods are effective for nonlinear feature extraction, yet their application in dimensionality reduction methods is hindered by unstable cluster initialization and inefficient mode sorting. …”
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ROLE OF PD-L1 ASSESSMENT IN THE ASPECT OF MOLECULAR-GENETIC CLASSIFICATION OF COLORECTAL CANCER. CURRENT STATE OF THE PROBLEM by S. V. Vtorushin, S. S. Naumov, I. V. Stepanov, L. E. Sinyansky, S. G. Afanasyev

“…The literature review described the features of the molecular genetic classification of colorectal cancer and revealed the key characteristics of each of the molecular subtypes of this disease. …”
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IMPACT OF THE GRASSLAND MANAGEMENT PLANNING APPLICATION ON SOME FEATURES OF THE GRASSLAND VEGETATION FROM WESTERN ROMANIA – CASE STUDY by Carmen Claudia DURĂU, Veronica SĂRĂȚEANU, Otilia COTUNA, Mirela PARASCHIVU

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Do STEM education problem-solving tasks trigger learners’ epistemic curiosity? And why we should be astonished by Sebastian Stuppan, Markus Rehm, Tessa J. P. van Schijndel, Markus Wilhelm

“…Conclusions This study presents new evidence on the complex interactions between different epistemic emotions in STEM problem-solving situations, specifically in confrontation tasks. …”
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PROBLEMS OF FORMATION OF FINANCIAL-INVESTMENT PROJECTION OF A BALANCED SCORECARD IN VALUE-BASED ENTERPRISES OF MINING-METALLURGICAL COMPLEX by S. Faizova, M. Ivanova, S. Sannikova, O. Varyanichenko

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PLATINUM METAL MINERALIZATION OF THE SOUTH URALS MAGMATIC COMPLEXES: GEOLOGICAL AND GEODYNAMIC CHARACTERISTICS OF FORMATIONS, PROBLEMS OF THEIR GENESIS, AND PROSPECTS by I. R. Rakhimov, D. E. Saveliev, A. V. Vishnevskiy

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The use of pretrained neural networks for solving the problem of reverse searching of X-ray images of prohibited items and substances by A. K. Volkov, L. V. Mironova, S. E. Potapova

“…The paper considers the application of pretrained neural networks to solve the problem of reverse searching of X-ray images of prohibited items and substances. …”
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An enhanced classification system of various rice plant diseases based on multi-level handcrafted feature extraction technique by Yasmin M. Alsakar, Nehal A. Sakr, Mohammed Elmogy

“…Third, the features extraction stage is responsible for extracting color features using CC and color texture features using multi-level multi-channel local binary pattern (MCLBP). …”
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A novel paradigm in cleft lip education: integration of 3D-printed simulator and problem-based learning by Xiao-Le Wang, Ying Xie, Ye-Xin Yue, Xue-Wen Yang, Jian Li

“…Consequently, it is also a pivotal and difficult subject in clinical education. Problem-based learning (PBL) is a student-centered teaching methodology that facilitates students in solving complex, practical, or real-world problems collaboratively. …”
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Peculiarities of children’s health status after acute respiratory viral infections: a look at the problem, ways to solve it by Yu.V. Marushko, T.V. Marushko, O.A. Dmytryshyn, O.A. Bovkun, T.V. Iovitsa, B.Ya. Dmytryshyn

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A New Immersion and Invariance Control and Stable Deep Learning Fuzzy Approach for Power/Voltage Control Problem by Mohammad Hosein Sabzalian, Khalid A. Alattas, Mauricio Aredes, Abdullah K. Alanazi, Hala M. Abo-Dief, Ardashir Mohammadzadeh, Saleh Mobayen, Bruno Wanderley Franca, Afef Fekih

“…Aim and Objective: The problem is to design a controller to regulate the output voltage/energy under aforementioned disturbances. …”
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