Medical Image Fusion Based on Feature Extraction and Sparse Representation by Yin Fei, Gao Wei, Song Zongxi

“…SM contains the local structure feature captured by the Laplacian of a Gaussian (LOG) and EM contains the energy and energy distribution feature detected by the mean square deviation. …”
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Multiscale Feature Fusion Attention Lightweight Facial Expression Recognition by Jinyuan Ni, Xinyue Zhang, Jianxun Zhang

“…Facial expression recognition based on residual networks is important for technologies related to space human-robot interaction and collaboration but suffers from low accuracy and slow computation in complex network structures. To solve these problems, this paper proposes a multiscale feature fusion attention lightweight wide residual network. …”
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Firefly Algorithm based Feature Selection for Arabic Text Classification by Souad Larabi Marie-Sainte, Nada Alalyani

“…A new firefly algorithm based feature selection method is proposed. This algorithm has been successfully applied in different combinatorial problems. …”
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Combination of Feature Selection and Learning Methods for IoT Data Fusion by V. Sattari-Naeini, Zahra Parizi-Nejad

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FI‐Net: Rethinking Feature Interactions for Medical Image Segmentation by Yuhan Ding, Jinhui Liu, Yunbo He, Jinliang Huang, Haisu Liang, Zhenglin Yi, Yongjie Wang

“…Moreover, the attentional feature fusion module is used to perform interactive feature fusion of dual‐branch features, maximizing the retention of local details and global semantic information in medical images. …”
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Explainability Feature Bands Adaptive Selection for Hyperspectral Image Classification by Jirui Liu, Jinhui Lan, Yiliang Zeng, Wei Luo, Zhixuan Zhuang, Jinlin Zou

“…Hyperspectral remote sensing images are widely used in resource exploration, urban planning, natural disaster assessment, and feature classification. Aiming at the problems of poor interpretability of feature classification algorithms for hyperspectral images, multiple feature dimensions, and difficulty in effectively improving classification accuracy, this paper proposes a feature band adaptive selection method for hyperspectral images. …”
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Instance Assignment Coverage Feature for Operation Control of SAT Solver by Zhihui Li, Shuwei Chen, Guanfeng Wu, Yang Xu

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Cross-Architecture Vulnerability Detection Combining Semantic and Attribute Feature by LI Kun, LI Bin, ZHU Wenjing, ZHOU Qinglei

“…A cross-architecture vulnerability detection method combining semantic and attribute feature is proposed. The assembly code and attribute control flow diagram of binary function are used as input to extract the semantic information of all assembly code in basic block, and the basic block-level semantic information and attribute feature information are fused to generate a 139-dimensional basic block-level vector representation, in order to represent the semantic and attribute information of the function more comprehensively. …”
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Kronecker convolutional feature pyramid for fault diagnosis in rolling bearings by Sadia Batool, Abbas Ali Abid, Muhammad Asif, Sagheer Abbas, Khan Muhammad Adnan, Asghar Ali Shah, Taher M. Ghazal

“…Furthermore, the proposed deep learning model for fault diagnosis is not able to provide efficient and reliable results and is vulnerable to degradation problems and lack of multi-scale feature extraction. …”
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TWO-DIMENSIONAL CONTACT PROBLEM FOR PLATE IN ELASTIC PLANE SLOT by S. V. Bosakov

“…A peculiar feature is exactly developed in contact stresses at plate edges. …”
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RESEARCH OF PROBLEMS OF MANAGEMENT OF HUMAN RESOURCES OF THE ORGANIZATION AT THE PRESENT STAGE by S. Gubanova, Y. Vnuchkov, D. Komonov

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An Actual Approach to the Problem of Cough in Acute Respiratory Infections in Children by B. M. Blokhin

“…The mechanism of action of this drug is implemented through the regulatory (modifying) effect on bradykinin, histamine, and opiate receptors, which are directly involved in central and peripheral units of the cough formation. This feature of the drug action allows to solve different therapeutic problems in the treatment of patients with dry/non-productive and wet/productive cough during the whole period of the disease. …”
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A New Method for Solving Supervised Data Classification Problems by Parvaneh Shabanzadeh, Rubiyah Yusof

“…A new algorithm for solving this optimization problem is utilized. The new algorithm uses a derivative-free technique, with robustness and efficiency. …”
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FOREIGN POLICY OF THE REPUBLIC OF KAZAKHSTAN: PROBLEMS, PRIORITIES AND IMPLEMENTATION MECHANISMS by Usen S. Alimbetov, Gulmira Z. Zaynelova, Mainura A. Ordabaeva

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Influence of specific voip transmission conditions on speaker recognition problem by Piotr Staroniewicz

“…Among them the Internet telephony, namely VoIP is going to be an application of a great importance and that is why it is so important to assess how specific conditions and distortions of the Internet transmission (speech coding and most of all packet loss and delay) can influence speaker recognition problem. The Gaussian Mixture Models classification, the feature extraction, the Internet speech transmission standards and the signal degradation methodology applied in the tested system were overviewed. …”
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THE PROBLEMS OF IMPLEMENTATION AND REGULATION OF LAND MARKET IN THE AGRICULTURAL SECTOR OF UKRAINE by Anatoliy SHVORAK, Dmytro FILIUK, Nataliia KORETSKA, Nataliya VAHNOVSKA, Iryna BRODSKA, Alla TENDYUK

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Sovereignty and territory of the state in the aspect of the problems of constitutionalism: past and present by V. A. Simonov

“…The most consistent supporters of the territory as a sovereign feature of the state were international lawyers, whose line was continued by Soviet and post-Soviet authors. …”
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Hybrid solver with deep learning for transport problem in porous media by Vladislav Trifonov, Egor Illarionov, Anton Voskresenskii, Musheg Petrosyants, Klemens Katterbauer

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TRANSCATHETER AORTIC VALVE IMPLANTATION. STATE OF THE PROBLEM AND PROSPECTS IN RUSSIA by T. E. Imaev, A. E. Komlev, R. S. Akchurin

“…The most important unsolved problems of TAVI use in recent times are mentioned in brief. …”
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To Solution of Contact Problem for Rectangular Plate on Elastic Half-Space by S. V. Bosakov

“…Until the present time there is no exact solution to the contact problem for a rectangular plate on an elastic base with distribution properties. …”
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