An Intrusion Detection Model Based on Feature Selection and Improved One-Dimensional Convolutional Neural Network by Qingfeng Li, Bo Li, Linzhi Wen

“…The problem of intrusion detection has new solutions, thanks to the widespread use of machine learning in the field of network security, but it still has a few issues at this time. Traditional machine learning techniques to intrusion detection rely on expert experience to choose features, and deep learning approaches have a low detection efficiency. …”
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Bioactive composition and medicinal properties of Walnut kernels by Gauhar Ali, Alam Zeb

“…The current review also gives details on plant origin, distribution, classification, cultivation, and consumption as food. …”
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Multimodal GRU with directed pairwise cross-modal attention for sentiment analysis by Zhenkai Qin, Qining Luo, Zhidong Zang, Hongpeng Fu

“…Specifically, MulG achieves 82.2% accuracy on CMU-MOSI’s 7-class task, 82.1% on CMU-MOSEI, and 90.6% on IEMOCAP’s emotion classification. Further ablation studies show that each component of the model contributes significantly to its overall performance. …”
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Enhancing fairness in disease prediction by optimizing multiple domain adversarial networks. by Bin Li, Xiaoqian Jiang, Kai Zhang, Arif O Harmanci, Bradley Malin, Hongchang Gao, Xinghua Shi, Alzheimer’s Disease Neuroimaging Initiative

“…However, biases in AI models for medical predictions can lead to unfair treatment and widening disparities, underscoring the need for effective techniques to address these issues. However, current approaches struggle to simultaneously mitigate biases induced by multiple sensitive features in biomedical data. …”
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Epistolary heritage of Saint Nicholas as a source of history Orthodoxy in Japan of the Meiji era by Zaruba Elizaveta

“…While until now this material has not been investigated in its totality, was not made an attempt to characterize its informative value for a variety of issues of Church history and the history of the Orthodox mission in Japan. …”
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The Influence of Domestic Players on the Success in National and International Competitions in Football by Michal Varmus, Pavol Boško, Roman Adámik, Dominika Toman, Zakaria Elkhwesky

“…This article focuses on the issues of sports management and human capital. The main goal was to analyse the influence of domestic and foreign athletes playing football in teams in the best national leagues on the success in national and international competitions (UEFA Euro, FIFA World Cup). …”
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Fungal Endophthalmitis. Literature Review by V. N. Kazaykin, V. O. Ponomarev

“…The paper also covers the definition of endophthalmitis, classification, life cycle, factors of aggression and invasion of fungal microorganisms, the basics of pathological physiology of the spread of fungal infection.…”
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Surgical correction of distal tibia posttraumatic deflection by I. I. Trufanov, Ye. A. Pobiel, V. V. Kosylo

“…According to the AO classification patients had the following types of fractures: 43A – 7 patients, 43B – 14 and43C – 28. …”
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The impact of the China-Australia free trade agreement on China’s agricultural imports by Yonggang Cai, Wanling Chen, Xiaohua Zeng

“…There are no endogeneity issues in the results after adding lead variables. …”
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Global Experience in the Use of Unmanned Aviation Technologies in Public Administration: a Review by А. А. Sazanova

“…It is also noted that their wider implementation in the practice of public administration is hindered by the lack and/or imperfection of the relevant legal framework, typical for most legislative systems of the world, and postulates the need to actively address these issues in relation to the classification and certification of UAS, requirements for their operators and software, the procedure and rules of operation, the integration of unmanned aircraft (UAS) into the existing air traffic management system.…”
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Performance Enhancement of EEG Signatures for Person Authentication Using CNN BiLSTM Method by Ashish Ranjan Mishra, Rakesh Kumar, Rajkumar Saini

“…The findings of the research demonstrate that the proposed approach has been successful in achieving highly effective results by using EEG signals for the purpose of resolving issues related to person identification. …”
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The Effect of Solar Panels and Vegetation Strategy on the Sustainability of Open Spaces by Kareem Hajer Kamel, Mohammed Younis Mahmoud

“…Photovoltaic panels are a popular classification of sustainable rooftops adopted by cities around the world. …”
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Assessment of Tax Risks Arising from Personal Income Tax Agents by E. Е. Smirnova

“…The relevance of the study is  dictated  by  the  need  to  study  theoretical  issues  and  practical aspects of the emergence of tax risks on personal income tax. …”
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A robust optimization model for allocation-routing problems under uncertain conditions. by Tingting Zhang, Yanqiu Liu

“…Developing a scientific and efficient rescue plan is crucial. One of the key issues is integrating facility location and casualty allocation in emergency medical services, an area rarely explored in existing research. …”
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Systematic method for identifying unsuitable land for development: biodiversity, disaster risk, and topography by Kazutoshi Fujihira

“… Developing areas that are unsuitable for land development leads to various problems, such as deforestation, ecosystem destruction, biodiversity loss, increased CO2 emissions, disasters caused by natural hazards, accessibility issues in hilly areas, and landscape destruction. …”
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Research on disaster event situational awareness based on social media big data by GONG Wanyuan, WANG Huiying, JIANG Xinxi, ZHOU Qifeng

“…Experimental results show that the system achieves an average F1 score of 0.891 in disaster event-related text classification tasks, significantly outperforming baseline models. …”
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Subjective and Objective Quality Assessment of Image: A Survey by Pedram Mohammadi, Abbas Ebrahimi-Moghadam, Shahram Shirani

“…Furthermore, a brief introduction to 3-D IQA is provided and the issues related to this area of research are reviewed.…”
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The Research of the Evolution and Dialectical Development of the Balance Sheet`s Structure and Contents in Russia by LIDIYA I. Kulikova, LEISAN R. Adgamova

“…The article deals with a wide range of issues: changes of balance sheet`s contents with the development of economics, the order of arranging the items, balance sheet`s items evaluation, the balance sheet`s classification depending on the purpose of its preparation, necessity of forming the indicators of a balance sheet for public presentation. …”
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Human, almost human: how many human species are there? by Thierry Hoquet

“…On the metaphysical aspect, we start with the work of Linnaeus and Buffon to explore the issues that arise when we assume that the word "human" designates not a species but a genus, and that this genus includes more than one species. …”
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Regulation of local self-government bodies powers in health care by O. V. Batryn

“…The article is devoted to the issues of legal regulation of the powers of local self-government bodies in health care. …”
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