Factor Investment or Feature Selection Analysis? by Jifang Mai, Shaohua Zhang, Haiqing Zhao, Lijun Pan

“…Firstly, by adopting the Lasso method and CPCA framework, we effectively addressed the problem of multicollinearity among feature indicators, with the Lasso method demonstrating superior performance in handling this issue, thus providing a new method for financial data processing. …”
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Enhanced Category-Feature Association Measure by Soran S. Badawi, Ari M. Saeed, Sara A. Ahmed, Diyari A. Hassan

“… Text classification is one of the severe challenges for categorizing large and high-dimensional text data accurately and efficiently. Many features confuse the classification process, and feature selection (FS) strategies should be used to deal with the problem of high dimensionality. …”
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EPILEPSY IN ELDERLY PATIENTS (DIAGNOSTIC FEATURES) by S. A. Gulyaev, I. V. Arkhipenko

“…By taking into account the aging tendency in economically developed countries, the increasing number of elderly patients with epilepsy is an important medical and economic problem that calls for in-depth investigation, timely diagnosis,and treatment.…”
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Epidemiological and characteristic features of childhood fractures by Burak Kaymaz, Nazan Kaymaz

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The Peculiar Features of Fintech Development in Japan by V. A. Gorshkov

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Features of Persuasiveness and Suggestiveness in Legal Discourse by Margarita Zaitseva, Iryna Lypko

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Features of project activity in professional education by Yury Pavlovich Vetrov

“…The article deals with the problem of organization and implementation of project activities of students in the educational process of a university (college). …”
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Specific Features of the Course of Toxocariasis Chorioretinitis by I. A. Gndoyan, A. V. Petrayevsky, E. Yu. Sakharova, K. S. Trishkin

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FEATURES OF THE CONCEPT AND CONTENT OF PUBLIC SECURITY by Liliia Muntian

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Exploiting Full-Scale Feature for Remote Sensing Object Detection Based on Refined Feature Mining and Adaptive Fusion by Honghui Xu, Xinqing Wang, Ting Rui, Baoguo Duan, Dong Wang

“…Besides, FGM is designed to further enhance the feature extraction ability, which is implemented by prominent branch and ensemble branch in parallel. …”
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Robust Bi-CBMSegNet framework for advancing breast mass segmentation in mammography with a dual module encoder-decoder approach by Yu Wang, Mudassar Ali, Tariq Mahmood, Amjad Rehman, Tanzila Saba

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Linguistic and stylistic features of modern english-language advertising by Gulnara K. Gimaletdinova, Arina R. Alimova

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Feature Attention Cycle Generative Adversarial Network: A Multi-Scene Image Dehazing Method Based on Feature Attention by Na Li, Na Liu, Yanan Duan, Yuyang Chai

“…The obtained feature information is fused using the idea of residual connections. …”
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Variation of the Intermediate Language in Flanders by N. A. Kolomiets

“…The purpose of the study is to analyze the variety of the intermediate language, its components, combinations and correlation  between  the dialect features  and the features  of the standard language, as well as to analyze the problem of distinguishing the dialects and the intermediate language which explains the novelty of the study.Methodology and  sources. …”
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LINGUISTIC FEATURES OF THE MEMOIR GENRE WORK "MEMOIRES ET DICTEES" ("MEMOIRS AND NOTES") BY G. SIMENON by N. Dyumon

“…The article focuses on the problem of identification and analysis of specific features of the idiostyle of Georges Simenon's memoirs "Memoires et dictees ("Memoirs and Notes") from the viewpoint of modern linguistics of the text and complex stylistic interpretation of the character of memoirs on the material of the French language. …”
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Superpixel guided spectral-spatial feature extraction and weighted feature fusion for hyperspectral image classification with limited training samples by Yao Li, Liyi Zhang, Lei Chen, Yunpeng Ma

“…Aiming at this critical problem, we propose a novel model of spectral-spatial feature extraction and weighted fusion guided by superpixels. …”
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Transfer learning based hybrid feature learning framework for enhanced skin cancer diagnosis using deep feature integration by Maridu Bhargavi, Sivadi Balakrishna

“…Skin cancer continues to be a major health problem worldwide, with excessive misdiagnosis of skin cancer among dermatologists resulting in delayed treatment and poor patient outcomes. …”
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TRANSLATION PROBLEMS IN A NEW TECHNOLOGICAL SPHERE by Abdyrakmatova N. К., Sandybaeva A.

“…The development of digital technologies in the 21st century and the widespread use of artificial intelligence have a significant impact on the field of translation, improving work efficiency, but at the same time causing problems related to the loss of emotional, cultural, and lexical features of the text. …”
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The problem of diagnostic of risks at the development of the investment project by N. N. Troitskaya

“…The article is devoted to the study of the features of the assessment and analysis of project risks, as well as to the identification of problems of risk diagnostics in the development of an investment project.…”
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Identification of institutional problems in the personal services sector by E. V. Bardasova

“…Identified problems of effective development of small business.…”
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