Semantic Segmentation of Aerial Laser Point Clouds Based on Deep-Residual Enhanced Coding of Multi-Feature Information by Xin Luo, Peng Lin, Xiaoxi Li, Zuqi Wei, Hai Li

“…Then, a novel structure for feature aggregation, named SEP–PointNet, is introduced to encode the auxiliary and geometric features of points separately. …”
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SDD-Net: A Steel Surface Defect Detection Method Based on Contextual Enhancement and Multiscale Feature Fusion by Chao Liang, Zi-Zheng Wang, Xiao-Lin Liu, Peng Zhang, Zhi-Wei Tian, Ru-Liang Qian

“…Secondly, in order to solve the problem that tiny targets in industrial datasets have fuzzy texture and contain few features that are difficult to be detected, a Context Enhancement Module (CEM) is proposed, which effectively complements the contextual information of the small targets and performs multi-scale fusion to enhance the semantic information representation. …”
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SCM-DL: Split-Combine-Merge Deep Learning Model Integrated With Feature Selection in Sports for Talent Identification by Didem Abidin, Muhammed G. Erdem

“…In TID2, nine different feature selection methods (four RFE-related methods, three SelectKBest-related methods, and Lasso and Boruta) are applied to reduce the number of features. …”
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Formation and course of alcoholism, features of suicidal behavior in persons who have experienced alcoholic psychosis (gender aspect) by P. S. Umanskaya, A. P. Agarkov, A. A. Agarkov

“…Female alcoholism is formed in later than men’s, since later systematic consumption of alcoholic beverages begins. Recently, the problem of suicides among women suffering from alcoholism has become very relevant. …”
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Specific Features of Designing Microwave Photonic Receiving and Transmitting Channels of Onboard Systems for Communication, Radar and Radio Monitoring by I. V. Unchenko, A. A. Emelyanov

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A Recognition Model Based on Multiscale Feature Fusion for Needle-Shaped <i>Bidens</i> L. Seeds by Zizhao Zhang, Yiqi Huang, Ying Chen, Ze Liu, Bo Liu, Conghui Liu, Cong Huang, Wanqiang Qian, Shuo Zhang, Xi Qiao

“…To solve the problem that traditional seed recognition methods are not completely suitable for needle-shaped seeds, such as <i>Bidens</i> L., in agricultural production, this paper proposes a model construction idea that combines the advantages of deep residual models in extracting high-level abstract features with multiscale feature extraction fusion, taking into account the depth and width of the network. …”
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A novel lightweight model for tea disease classification based on feature reuse and channel focus attention mechanism by Junjie Liang, Renjie Liang, Dongxia Wang

“…The FEMBCM solves the problem of detail feature loss caused by traditional convolution downsampling. …”
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Features of Clinical Course of Acute Period of Myocardial Infarction in Patients with Atrial Fibrillation and Their Influence on Cardiac Hemodynamics and Prognosis by Shved M., Sydorenko O., Kovbasa N.

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Kombinasi Feature Selection Fisher Score dan Principal Component Analysis (PCA) untuk Klasifikasi Cervix Dysplasia by Krisan Aprian Widagdo, Kusworo Adi, Rahmat Gernowo

“…In this case, Machine Learning can solve this problem. However, Machine learning depends on the features used. …”
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FEATURES OF WRITTEN LANGUAGE COMMUNICATION BY MEANS OF THE UKRAINIAN LANGUAGE (on the example of official-business, epistolary and conversational-functional styles) by Catherine S. Bondarchuk, Olha A. Chumachenko

“…Achieving this goal involves a number of tasks: 1) to outline the features of construction, placement of details, language tools of business letters; 2) to study the structure and linguistic richness of Lesya Ukrainka’s letters; 3) identify typical and different linguistic and stylistic means of business and private letters; 4) analyze the features of messages transmitted using instant messaging programs Viber and Telegram; 5) to investigate the influence of gender on the features of language means of various forms of written communication. …”
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Postural Orthostatic Tachycardia Syndrome as a Manifestation of Post-COVID-19 Syndrome by E. L. Trisvetova

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Hematological features of mine-blast trauma, accompanied by acubarotrauma, among servicemen - participants in high-intensity combat operations by S. A. Husieva, G. V. Osyodlo, I. P. Goncharov, O. Ya. Antonyuk, Yu. Ya. Kotyk, A. V. Gusev, М. Е. Krol, I. V. Malysh, Ya. M. Klimenko, S. V. Ткаchenko

“…In patients with ear injury, a significant increase in the total number of leukocytes and the absolute number of segmented neutrophils was observed compared to patients in the control group. A feature of the peripheral blood of patients with ear injury was a significant increase (p<0,05) in the absolute number of monocytes (0.7±0.36×10⁹/l) compared to the results of the control group (0.29±0.11×10⁹/l). …”
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Features of correction of vitamin D deficiency in patients with diabetic kidney disease: the role of vitamin D-binding protein by V.M. Yerokhovych, O.V. Karpenko, Ye.I. Ilkiv, N.M. Kobyliak, I.A. Paliienko, I.V. Krasiuk, Iu.I. Komisarenko

“…The relevance of the problem of kidney damage in diabetes mellitus (DM) lies in the annual progressive growth in the number of affected people. …”
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КУЛЬТУРА МОВИ ВИКЛАДАЧА В СУЧАСНІЙ ПЕДАГОГІЧНІЙ МАЙСТЕРНОСТІ: СОЦІОЛІНГВІСТИЧНИЙ АСПЕКТ by Оксана Назаренко

“…The most typical language problems in learners' communication are characterized, with the aim of preventing them in future pedagogical practice. …”
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CSPPNet: A Convolution and State-Space-Based Photovoltaic Panel Extraction Network Using Gaofen-2 High-Resolution Imagery by Wenqing Liu, Hongtao Huo, Luyan Ji, Yongchao Zhao, Xiaowen Liu, Jialei Xie

“…Finally, the encoder of our network adopts a parallel structure of depthwise separable convolution and state-space module to capture local detailed features and global semantic features of PV panels layer by layer. …”
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Segmentation of Images Used in Unmanned Aerial Vehicles Navigation Systems by Udovenko S., Tiurina V., Boychenko O., Breus P., Onishchenko Yu., Gnusov Yu., Svitlychnyi V.

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Ulam Stability, Lyapunov-Type Inequality, and the Eigenvalue Problem for Model of Discrete Fractional-Order Deflection Equations of Vertical Columns and a Rotating String with Two-... by Jehad Alzabut, Raghupathi Dhineshbabu, Abdelkader Moumen, A. George Maria Selvam, Mutti-Ur Rehman

“…In addition, we developed Lyapunov-type inequality and its application to an eigenvalue problem for discrete fractional rotating string equations. …”
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Highway subgrade stability prediction model based on depth separation convolutional fusion network by Yubian Wang

“…The experimental results indicate that the proposed data structure and algorithm can better distinguish the defect features of highway roadbeds. Compared with the traditional methods, the retrieval efficiency of accelerated feature objects is improved by 17.2% and 10.5%, respectively. …”
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Bioconvective thermal estimation of radiative micropolar nanofluid with mass suction and variable Brownian diffusion: Cattaneo–Christov model by D. K. Almutairi

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Enhancing image retrieval through optimal barcode representation by Rasa Khosrowshahli, Farnaz Kheiri, Azam Asilian Bidgoli, H. R. Tizhoosh, Masoud Makrehchi, Shahryar Rahnamayan

“…This research addresses this problem by optimizing feature sequences based on retrieval performance metrics. …”
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