A Method of Word Sense Disambiguation with Recurrent Netural Networks by ZHANG Chunxiang, ZHOU Xuesong, GAO Xueyao

“…Word, part.of.speech and semantic categories are extracted as disambiguation features. Based on disambiguation features, recurrent neural network is used to construct word sense disambiguation classifier. …”
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THE SPECIFICITY OF THE FICTIONAL SPACE IN THE NOVELS BY CRÉBILLON-FILS by Natalia T. Pakhsarian

“…The interest of contemporary literary theory and literary history in the problem of fictional space and in the space in the 18 th century novels in particular reveals both achievements and gaps in this field. …”
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Emotional and Aesthetic Values as Basis for Popularity of TV Programs: Contrastive-Comparative Experience by E. S. Radiontseva

“…The article is devoted to the problem of identifying the competitive advantages of journalistic TV works. …”
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Classification of Russian Texts by Genres Based on Modern Embeddings and Rhythm by Ksenia Vladimirovna Lagutina

“…The article investigates modern vector text models for solving the problem of genre classification of Russian-language texts. …”
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CFSE: a Chinese short text classification method based on character frequency sub-word enhancement by Xingguang Wang, Shunxiang Zhang, Zichen Ma, Yunduo Liu, Youqiang Zhang

“…As a foundation task of natural language processing, text classification is widely used in information retrieval, public opinion analysis, and other related tasks. Facing the problem of sparse features of Chinese short texts, which affects the classification accuracy of Chinese short texts, this paper proposes a Chinese short text classification method based on the Character Frequency Sub-word Enhancement (CFSE), which can effectively improve the classification accuracy of Chinese short texts. …”
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Crowd counting in domain generalization based on multi-scale attention and hierarchy level enhancement by Jiarui Zhou, Jianming Zhang, Yan Gui

“…Finally, the fusion of multi-scale features derived from different receptive fields is further enhanced through multi-scale hierarchy level feature fusion, thereby enabling the model to learn high-level semantic information and low-level multi-scale visual field feature information. …”
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Remote sensing image fusion based on real time image smoothing and image similarity by Yanfang Hou, Kaixuan Guo, Xueyan Bi

“…In this study, image preprocessing algorithm is used to smooth remote sensing images for the fusion problem between different remote sensing images. Subsequently, a hybrid algorithm model based on non-negative matrix factorization and block term decomposition is used to fuse remote sensing images. …”
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Septic complications of surgical pathology of the mediastinum by A. M. Morozov, V. A. Kadykov, E. M. Askerov, E. V. Penyaz', M. O. Popova, M. A. Belyak

“…In the course of this work, the analysis of foreign and domestic literature on the problem of the occurrence of purulent-septic complications of mediastinal organs in surgery was carried out.Results. …”
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Mf-net: multi-feature fusion network based on two-stream extraction and multi-scale enhancement for face forgery detection by Hanxian Duan, Qian Jiang, Xin Jin, Michal Wozniak, Yi Zhao, Liwen Wu, Shaowen Yao, Wei Zhou

“…First, we design a two-stream feature extraction module to obtain richer feature information. …”
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STWANet: Spatio-Temporal Wavelet Attention Aggregation Network for Remote Sensing Change Detection by Xiaoyang Zhang, Kaihui Dong, Dapeng Cheng, Zhen Hua, Jinjiang Li

“…This network uses a pretrained Resnet18 to extract multiscale features to obtain features with sufficient spatial details and semantic information. …”
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A hybrid attack detection strategy for cybersecurity using moth elephant herding optimisation‐based stacked autoencoder by Abdullah Shawan Alotaibi

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INFLUENCE OF PSYCHOPHYSIOLOGICAL FACTORS OF ETHICAL RELATIONSHIP OF DRIVERS ON THE EFFICIENCY OF THE FREIGHT TRANSPORTATION IN INTERNATIONAL TRAFFIC by О. А. Tettsoeva

“…In the face of increasing tension on the roads, issues of compliance with the drivers’ professional ethics, which are a set of moral norms, that determine a person’s attitude to his professional duty, become relevant. The main problems of international transportation are inefficient communications, the causes of which are the following: psychophysiological features of drivers’ work; lack of communication skills among drivers; lack of an international ethical code of conduct for drivers. …”
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Features of the Neonatal Period in Perinatally HIV-Exposed Children Receiving Combined Сhemoprophylaxis of mother-to-child Transmission of HIV by A. S. Vanyarkina, A. G. Petrova, L. V. Rychkova, E. V. Moskaleva, E. A. Novikova

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A proposal towards a VNS-based decision support tool for large scale location-covering-type problems by Plastria Frank

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The Human Papilloma Virus is a New Etiologic Factor in the Development of Cancer of the Head and Neck Organs. Problems and Prospects for their Solution by A. M. Mudunov

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FEATURES OF SPATIAL DIFFERENTIATION OF SNOW COVER IN LOW-MOUNTAIN LANDSCAPES OF THE RUSSIAN ALTAI (CASE STUDY OF THE MAIMA RIVER BASIN) by L. F. Lubenets, D. V. Chernykh, D. K. Pershin

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Youth entrepreneurship as a factor of economic development by S. A. Bazhenova

“…The activity in the aspect of youth entrepreneurship is aimed at solving problems, primarily of socio-economic nature: reducing the unemployment rate, the possibility of creating a number of new jobs, the development of new directions and sectors of the economy, etc. …”
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The structure of the alienated character in the narrative film by Salih Ali Alsahan

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Multiple dens evaginatus and talon cusp: classification, pathophysiology, prevalence, clinical problems and treatment. Report of a two cases by N. N. Trigolos, I. V. Firsova, Yu. A. Makedonova

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Prevalence of problematic cell phone use in an adult population in Spain as assessed by the Mobile Phone Problem Use Scale (MPPUS). by José de-Sola, Hernán Talledo, Fernando Rodríguez de Fonseca, Gabriel Rubio

“…The results, based on multiple criteria, show that such problematic use shares features of recognized addictions, affecting large segments of the population and not only adolescents.…”
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