Classifications of financial intermediaries and their role in financial markets by N.I. Dzhuruk

“…It is found out how classifications can be changed as a result of the development of certain types of financial intermediaries on the example of changing classifications in American economics. …”
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Deep Learning Approach for Automatic Heartbeat Classification by Roger de T. Guerra, Cristina K. Yamaguchi, Stefano F. Stefenon, Leandro dos S. Coelho, Viviana C. Mariani

“…In contrast to other deep learning models, the proposed model eliminates the problem of the gradient disappearing in classification tasks.…”
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Improvement of the classification of intangible assets for accounting purposes by S.E. Pyrizhok, E.G. Melnik

“…The article deals with the problem issues of the classification of intangible assets for the accounting and analytical maintenance of operations with them. …”
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TREATMENT ADHERENCE: MODERN VIEW ON A WELL KNOWN ISSUE by Yu. V. Lukina, N. P. Kutishenko, S. Yu. Martsevich

“…The article focuses  on the main aspects of the adherence problem: modern view on terminology of this issue, various factors classification influencing adherence, diagnostics  of adherence. …”
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THE UNRESOLVED ISSUES AND MODERN VIEW ON ATRIAL FIBRILLATION PATIENTS MANAGEMENT by D. V. Losik, S. A. Bayramova, E. A. Pokushalov, I. L. Mikheenko, V. V. Shabanov, A. B. Romanov

“…The weaknesses and disadvantages are discussed, of the modern conservative and invasive strategies, as of the modern classification of atrial fibrillation; the issues on optimal rhythm control in atrial fibrillation, and early diagnostics. …”
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A classification scheme of active faults in engineering. by Qingyun Zhou, Suge He, Zhenyu Zou

“…However, the existing classification schemes are rough, and some have no quantitative classification basis, which makes it difficult to apply these classification schemes in actual work. …”
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Mechanism and Classification of Coal and Gas Outbursts in China by Qi Zhang, Chun-li Yang, Xiang-chun Li, Zhong-bei Li, Yi Li

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Dual-branch graph Transformer for node classification by Yong Zhang, Jingjing Song, Eric C.C. Tsang, Yingxing Yu

“…To address these issues, we proposed a new model, dual-branch graph Transformer (DCAFormer). …”
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Current Issues of Information Disclosure in Integrated Reporting of Economic Entities by Olga S. Karpova, Irina A. Dymova

“…The research revealed some problems regarding the application of legislative norms in the field of classification and generalization of analytical, financial, and non-financial data. …”

Hammer Grain Crushers: Classification and Efficiency Assessment by Artem A. Mezenov, Nikolai N. Grigorev, Nikolai I. Kashevarov

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Adaptive Token Mixer for Hyperspectral Image Classification by Shuhan Lei, Meng Zhang, Yuhang Wang, Nan Tang, Ni Jia, Lihua Fu

“…To address these issues, researchers have proposed sparse connectivity strategies to create more compact MLP models by selecting and mixing only a subset of tokens. …”
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ACTUAL ISSUES OF ONCOPLASTIC ORGAN-PRESERVING SURGERY OF BREAST CANCER by D. A. Ryabchicov, I. K. Vorotnikov, I. A. Dudina, A. M. Kazakov, D. A. Denchik

“…Despite the widespread implementation of these operations, high-quality studies on the benefits of oncoplastic operations in comparison with other methods are not enough. Actual issues of breast cancer oncoplastic surgery was considered in this literature review, such as indications for surgery, classification of oncoplastic techniques, determination of positive resection margins, evaluation of recurrence and survival, postoperative complications, cosmetic result.The authors declare no conflict of interest.The authors confirm that they respect the rights of the people participated in the study, including obtaining informed consent when it is necessary, and the rules of treatment of animals when they are used in the study (Conclusion of the local Ethics Committee at Northern State Medical University of 08.04.2015, Protocol No. 02/4-15). …”
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TEXTS TRANSLATION: SOME ISSUES OF INTERNATIONAL RELATIONS STUDENTS' TRAINING by Наталія Громова, Наталія Чернігівська

“… The article is devoted to the issues of training students, future specialists in the field of international relations, for translation activities. …”
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Review of image classification based on deep learning by Fu SU, Qin LV, Renze LUO

“…In recent years,deep learning performed superior in the field of computer vision to traditional machine learning technology.Indeed,image classification issue drew great attention as a prominent research topic.For traditional image classification method,huge volume of image data was of difficulty to process and the requirements for the operation accuracy and speed of image classification could not be met.However,deep learning-based image classification method broke through the bottleneck and became the mainstream method to finish these classification tasks.The research significance and current development status of image classification was introduced in detail.Also,besides the structure,advantages and limitations of the convolutional neural networks,the most important deep learning methods,such as auto-encoders,deep belief networks and deep Boltzmann machines image classification were concretely analyzed.Furthermore,the differences and performance on common datasets of these methods were compared and analyzed.In the end,the shortcomings of deep learning methods in the field of image classification and the possible future research directions were discussed.…”
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Classification of Metro Facilities with Deep Neural Networks by Deqiang He, Zhou Jiang, Jiyong Chen, Jianren Liu, Jian Miao, Abid Shah

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Electronic structure of mesoionic compounds. The classification problem by Mariia Kyrpa, Sergiy Kovalenko, Volodymyr Ivanov

“…To comprehensively address this issue, the DFT calculations were performed for a set of mesoionic molecules. …”
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Collaborative Superpixelwised PCA for Hyperspectral Image Classification by Chao Yao, Junrui Gu, Zehua Guo, Miao Ma, Qingrui Guo, Gong Cheng

“…However, we have discovered that SuperPCA may lead to an intraclass dispersion problem, which can result in a decrease in classification accuracy. In this article, a novel method called collaborative superpixelwised PCA (CSPCA) is proposed to address this issue. …”
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A Novel CNN-Based Framework for Detection and Classification of Power Quality Disturbances: Exploring Multi-Class Versus Multi-Label Classification by Aleksandra Zlatkova, Dimitar Taskovski

“…These evolving PQ issues necessitate the development of accurate and reliable methods for identifying and classifying PQ disturbances. …”
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Unsupervised meta-learning with domain adaptation based on a multi-task reconstruction-classification network for few-shot hyperspectral image classification by Yu Liu, Caihong Mu, Shanjiao Jiang, Yi Liu

“…To address the above issues, this paper proposes an unsupervised meta-learning method with domain adaptation based on a multi-task reconstruction-classification network (MRCN) for few-shot HSI classification. …”
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Interventions of the UNODC in Tackling Human Trafficking Issues in Thailand (2014-2017) by Muthia Jauza Delia, Muhammad Farid

“…Subsequently, the classification had led the government of Thailand to formulate relevant policies to cope with the trafficking issues in the country. …”
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