Legal standpoint: general legal characteristics by V. V. Lazariev

“…It has been pointed out that the most important feature of a legal standpoint, its heart, is its main idea. …”
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Leaf of leaf foliation and Beltrami parametrization in d > 2 dimensional gravity by Laurent Baulieu

“…Importantly, the Beltrami parametrization is not restricted to the ADM framework, it is a general feature that holds in any local coordinate system. …”
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POI recommendation by deep neural matrix factorization integrated attention-aware meta-paths by Xiaoyan Li, Shenghua Xu, Hengxu Jin, Zhuolu Wang, Yu Ma, Xuan He

“…Subsequently, the internal embedding vectors of the users and POIs are extracted using feature embedding based on the user–POI interaction matrix. …”
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Orthostatic Hypotension: Definition, Pathophysiology, Classification, Prognostic Aspects, Diagnostics and Treatment by O. D. Ostroumova, M. S. Cherniaeva, M. M. Petrova, O. V. Golovina

“…The urgency of the problem of orthostatic hypotension (OH) has increased in recent years. …”
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Smoke Detection Transformer: An Improved Real-Time Detection Transformer Smoke Detection Model for Early Fire Warning by Baoshan Sun, Xin Cheng

“…As one of the important features in the early stage of fires, the detection of smoke can provide a faster early warning of a fire, thus suppressing the spread of the fire in time. …”
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Peer tutoring technology in the professional development of a specialist by A. I. Artyukhina, V. M. Chizhova, V. I. Chumakov, O. F. Velikanova, V. V. Velikanov

“…Mentoring should be referred specifically to pedagogical technologies, since its distinctive feature is the integration of didactic and educational components. …”
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Basics of Forming the Indicators of Consolidated Segmental Statements of Integrated Agricultural Enterprises by ALEXANDRA V. Glushchenko, EKATERINA P. Kucherova

“…In order to solve this problem the authors developed a method of forming the consolidated information by segments of activity, the special feature of which is a set of procedures involving four interrelated steps: 1) preparatory - defining reporting segments in accordance with the segmentation criteria, working out of uniform accounting policies for segmental reporting purposes, developing indicators and a format of segmented reporting; 2) basic - specification of indicators and formats of worksheets, transformational tables and forms of reporting, collecting the separate statements of the segments, transforming the separate reported information from the analytical forms of the segment participants, followed by elimination of intercompany turnover; 3) consolidating - formation of summary reports and correction tables, consolidated statements, data transfer from the consolidated statements to the forms of segmental reporting; 4) analytical - verification for compliance with the consistency principle and preparing notes to the consolidated segmented information. …”
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Advanced solar radiation prediction using combined satellite imagery and tabular data processing by Mohammed Attya, O. M. Abo-Seida, H. M. Abdulkader, Amgad M. Mohammed

“…Finally, we merge the two path and use feature selection to be as input for the LSTM for solar radiation predictions. …”
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Machine Learning-Based Damage Diagnosis in Floating Wind Turbines Using Vibration Signals: A Lab-Scale Study Under Different Wind Speeds and Directions by John S. Korolis, Dimitrios M. Bourdalos, John S. Sakellariou

“…This study investigates, for the first time, the complete (all stages) damage diagnosis problem by employing well-established ML SHM methods and conducting hundreds of experiments on a lab-scale FWT model operating under different wind speeds and directions, both in healthy and damaged states. …”
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Traction Calculation for Modular Energotechnological Unit Given Kinematic Mismatch of Driving Axles by A. V. Lavrov, V. А. Voronin, M. V. Sidorov, I. A. Pekhalskiy

“…One of the solutions to this problem might be the use of the unit technological part as an active coupling weight. …”
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3D densely connected CNN with multi-scale receptive fields and hybrid loss for brain tumor segmentation by Fatemehzahra Adib, Maryam Amirmazlaghani, Mohammad Rahmati

“…Furthermore, densely connected blocks are incorporated to improve feature propagation and boost performance. To mitigate the class imbalance problem, a hybrid loss function combining cross-entropy and Dice loss is employed. …”
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Using Wearable Sensors for Sex Classification and Age Estimation from Walking Patterns by Rizvan Jawad Ruhan, Tahsin Wahid, Ashikur Rahman, Abderrahmane Leshob, Raqeebir Rab

“…Consequently, it can be considered to be a biometric feature, similar to the face, iris, or fingerprints, and can easily be used for human identification purposes. …”
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An ESG-ConvNeXt network for steel surface defect classification based on hybrid attention mechanism by Ning Zhang, Ziyang Liu, Enxu Zhang, Yuanqi Chen, Jie Yue

“…Second, we design a parallel multi-scale residual module to adaptively extract diverse discriminative features from the input image, thereby enhancing the model’s feature extraction capability. …”
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Unravelling the molecular landscape of polycystic ovary syndrome (PCOS) and role of inflammation through transcriptomics analysis of human ovarian granulosa cells by Kanika Mahra, Vineet Singh, Jae-Ho Shin

“…Abstract Background Polycystic ovary syndrome (PCOS) is a common metabolic problem in women of reproductive age that can lead to infertility and other metabolic disorders. …”
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Verification of Psychodiagnostic Capabilities of Handwritten Texts by Віталій Бочелюк, Микита Панов, Валентина Зайцева

“…The research paper contains a critical analysis of the graphological approach to the study of handwritten texts. The problem statement is justified by a special way of the formation of domestic psychology, which has been isolated for a long time from world tendencies. …”
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A Distributed Multi-Robot Collaborative SLAM Method Based on Air–Ground Cross-Domain Cooperation by Peng Liu, Yuxuan Bi, Caixia Wang, Xiaojiao Jiang

“…First, to address the challenge of significant differences in the field of view between UAVs and UGVs, which complicates achieving a unified environmental understanding, this paper proposes an iterative registration method based on semantic and geometric features assistance. This method calculates the correspondence probability of the air–ground loop closure keyframes using these features and iteratively computes the rotation angle and translation vector to determine the coordinate transformation matrix. …”
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High resolution weld semantic defect detection algorithm based on integrated double U structure by Xiaoyan Li, Yi Wei, Zhigang Lv, Peng Wang, Liangliang Li, Mengyu Sun, Chu Wang

“…Then, a multi-image hybrid stitching technology was proposed to reconstruct the long weld into a standard size of 1500 × 1500, which not only expanded the WSCR data set, but also effectively improved the data imbalance problem. In terms of model architecture, by improving U2Netp and UNet networks, MC-SPP module (multi-connection spatial pyramid pooling), RMAG module (residual multi-add gating recurrent unit), HDC-CBAM module (hybrid dilated convolution-convolutional block attention) and CCM module (cross-layer connection fusion) were integrated to form a cascade network with multi-level feature fusion capability. …”
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Retracted: Multi-Objective Optimization Algorithm and Preference Multi-Objective Decision-Making Based on Artificial Intelligence Biological Immune System by Juan Bao, Xiangyang Liu, Zhengtao Xiang, Gang Wei

“…In order to combine it with the characteristics of the VR image itself, a complementary feature extraction method combining filters and gray-level symbiosis probability is used. …”
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Approaching maximum resolution in structured illumination microscopy via accurate noise modeling by Ayush Saurabh, Peter T. Brown, J. Shepard Bryan IV, Zachary R. Fox, Rory Kruithoff, Cristopher Thompson, Comert Kural, Douglas P. Shepherd, Steve Pressé

“…Such methods therefore suffer from high-frequency artifacts, user-dependent choices of smoothness constraints making assumptions on biological features, and unphysical negative values in the recovered fluorescence intensity map. …”
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The role of M1/M2 macrophage polarization in the pathogenesis of obesity-related kidney disease and related pathologies by Periklis Dousdampanis, Ioanna Aggeletopoulou, Ioanna Aggeletopoulou, Athanasia Mouzaki

“…Obesity is a rapidly growing health problem worldwide, affecting both adults and children and increasing the risk of chronic diseases such as type 2 diabetes, hypertension and cardiovascular disease (CVD). …”
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