GSB: GNGS and SAG-BiGRU network for malware dynamic detection. by Zhanhui Hu, Guangzhong Liu, Xinyu Xiang, Yanping Li, Siqing Zhuang

“…However, the minority categories' attacks will bring great losses to countries, enterprises, or individuals. For solving the problem, this study proposed the GNGS algorithm to construct a new balance dataset for the model algorithm to pay more attention to the feature learning of the minority attacks' malware to improve the detection rate of attacks' malware. …”
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Variations in Lorica Morphology and Element Composition in the Euglenoid Trachelomonas hispida var. coronata Under the Influence of Fe and Mn Supply by Małgorzata Poniewozik, Mateusz Kudlak, Emil Zięba

“…The specimens of this variety, apart from their species-specific features, such as an ellipsoidal lorica covered with strong, sharp spines, have a crown consisting of long spines surrounding the apical pore opening. …”
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Adaptive Reuse of Historic Dwellings into Cafés: Design Challenges and Planning Issues in Hebron by Wisam Shaded

“…It has been observed that some historically significant old dwellings have been chosen as subjects for redesigning and transforming them into cafes and restaurants. The research problem revolves around the design challenges and issues that may arise in redesigning historical dwellings, the success of the transformation process, and the design principles necessary to preserve cultural property and protect it from damage and alterations to its historical features, cultural heritage, and identity. …”
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Automatic Liver segmentation Using Vector Field Convolution and Artificial Neural Network in MRI Images by Hassan Masoumi, Ahad Salimi, Hamidreza Sadeghi Madavani

“…We use trained neural networks to extract some features from liver region. The extracted features are used to find initial point for starting VFC algorithm. …”
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Log Taras Walls Construction in the Russian State in the Late 16th –Early 18th Century by Sergey Gorokhov

“…During the Livonian War, garrisons of Russian fortresses faced the problem of wooden walls being set on fire by red-hot cannonballs. …”
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Territorial Differentiation of the Standard of Living of the Population of the North Caucasus by A. V. Kagiyan

“…The article puts forward a solution to the problem of developing an integral indicator of the living standard based on the method of summing the points. …”
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Gradient pooling distillation network for lightweight single image super-resolution reconstruction by Zhiyong Hong, GuanJie Liang, Liping Xiong

“…In the GPDN we leverage multi-level stacked feature distillation hybrid units to capture multi-scale feature representations, which are subsequently synthesized for dynamic feature space optimization. …”
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MATHEMATICAL MODEL OF THE LOAD BALANCING SYSTEM OF DPC SERVER CLUSTERS UNDER FRACTAL LOAD CONDITIONS by V. P. Mochalov, N. Yu. Bratchenko, I. S. Palkanov, E. V. Aliev

“…A mathematical model of the system for distributing and balancing the load of servers of clusters of data processing centers (DPC) is proposed, which provides a solution to the problem of assessing its performance, taking into account the degree of workload. …”
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SORFPP: Enhancing rich sequence-driven information to identify SEPs based on fused framework on validation datasets. by Hongqi Feng, Qi Nie, Sen Yang

“…However, there is a lack of contributive features and effective models. Therefore, a high-throughput computational method to predict SEPs is needed.…”
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Research on Laser Radar Inspection Station Planning of Vehicle Body-In-White (BIW) with Complex Constraints by Lijuan Li, Siyi Wang, Jichao Ma, Xiaobing Gao

“…Focusing on the spatially constrained industrial environments and complex measurement specifications, the work reformulates Laser Radar inspection planning as a multi-constrained optimization problem challenge. Firstly, a parametric geometric modeling approach is developed to define measurement spaces for individual features, accompanied by an innovative maximal complete subgraph mining algorithm to intelligently identify shared feasible measurement regions among multiple features. …”
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Object-oriented remote sensing image segmentation based on automatic multiseed region growing algorithm by YAN Dong-yang, MING Dong-ping

“…However, in the case of a high-resolution remote sensing image with complex texture and multispectral features, the segmentation result of this algorithm is unsatisfactory, as it cannot segment multiple objects simultaneously and effectively. …”
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The concept of the network society of M. Castells by Nadezhda Evgenievna Serkina

“…Social changes are reflected by scientists in the framework of the concepts of “information”, “post-industrial”, “technotronic”, etc. society, and each author identifies his own reasons for the genesis and main features of the current stage of development of Western technological civilization, which represents a certain problem of its social and humanitarian knowledge. …”
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Biological agents and their metabolites to control <i>Meloidogyne</i> spp. when growing vegetables (review) by A. K. Churikova, S. N. Nekoval

“…Information is given regarding  features  of  the  relationship  between  the  host  plant  and phytoparasites are highlighted. …”
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SGRiT: Non-Negative Matrix Factorization via Subspace Graph Regularization and Riemannian-Based Trust Region Algorithm by Mohsen Nokhodchian, Mohammad Hossein Moattar, Mehrdad Jalali

“…This paper introduces an innovative approach called SGRiT, which employs Stiefel manifold optimization to enhance the extraction of latent features. These learned features have been shown to be highly informative for clustering tasks. …”
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BUSINESS PROFITABILITY AND MONETARY POLICY OF THE STATE by S. I. Lutsenko

“…The author examines the features of the management policy and the monetary policy of the state on the profitability of the activities of Russian public companies (business profitability). …”
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Translation of Compounds with the Meaning ‘warrior’ in “Beowulf” by Olga I. Prosyannikova, Kseniya V. Skorik

“…This article deals with the problem of translating Anglo-Saxon compounds with the meaning of ‘warrior’ in the poem ‘Beowulf’ into modern English. …”
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Early repolarization syndrome in modern interpretation by T. V. Ashcheulova, N. M. Herasymchuk, I. V. Sytina

“…The Shanghai scale for the diagnosis of early repolarization syndrome, as well as the etiology, electrophysiology of early repolarization syndrome, its modern classification and electrocardiographic signs are presented. The features of early repolarization syndrome in athletes and in children, as well as the features of its treatment and prevention are shown. …”
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TrapMI: A Data Protection Method to Resist Model Inversion Attacks in Split Learning by Hyunsik Na, Daeseon Choi

“…It offers the advantage of privacy protection because it transmits intermediate features that are calculated via the client-side model and the client does not need to send the original input data to the server. …”
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A Systematic Literature Review of Financial Product Recommendation Systems by Di Wu, Xuhui Li

“…The financial product recommendation problem is characterized by significant features such as multi-objectivity, wide feature space, time sensitivity, and the existence of parallel interactive behaviors. …”
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Multi-scale fusion semantic enhancement network for medical image segmentation by Zilong Zhang, Chao Xu, Zhengping Li, Yixuan Chen, Chao Nie

“…Although Transformer-based models are effective at capturing global context, they are often ineffective at dealing with local feature dependencies. In order to improve this problem, we design a Multi-scale Fusion and Semantic Enhancement Network (MFSE-Net) for endoscopic image segmentation, which aims to capture global information and enhance detailed information. …”
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