Cluster analysis of social determinants of health and HIV/AIDS knowledge among Peruvian youths using Kohonen’s self-organized maps: a data-exploration study based on a Demographic... by Alejandro Aybar-Flores, Alvaro Talavera, Elizabeth Espinoza-Portilla

“…An SOM network model for clustering individuals with similar attributes and clustering prototype vectors based on the agglomerative hierarchical clustering (AHC) method and their visualization on an SOM was applied to the study sample. …”
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Validation of mixed reality in planning orbital reconstruction with patient-specific implants by K. Dubron, E. Shaheen, R. Jacobs, C. Politis, R. Willaert

“…Abstract This study aims to evaluate and compare the usability and performance of mixed reality (MR) technology versus conventional methods for preoperative planning of patient-specific reconstruction plates for orbital fractures. …”
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Block-Wise Domain Adaptation for Workload Prediction from fNIRS Data by Jiyang Wang, Ayse Altay, Leanne Hirshfield, Senem Velipasalar

“…Predicting cognitive workload from fNIRS data has taken on a diffuse set of methods. To be applicable in real-world settings, models are needed, which can perform well across different sessions as well as different subjects. …”
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DETERMINATION OF THE BASIC PARAMETERS OF SENSOR DEVICES FOR THE IMPLEMENTATION OF PSYCHONEUROLOGICAL RESEARCH WITH THE INTRODUCTION OF MULTITOUCH TECHNOLOGY by Karina Selivanova, Oleg Avrunin, Nikita Kazimirov

“…The methods of computer modeling and visualization of dynamic tests using the multi-platform programming language Python were used. …”
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AlignFusionNet: Efficient Cross-Modal Alignment and Fusion for 3D Semantic Occupancy Prediction by Ziyi Xu, Legan Qi, Hongzhou Du, Jiaqi Yang, Zhenglin Chen

“…Compared to the previous state-of-the-art method, OccGen, mIoU is improved by 5.9%. Further qualitative visualization analysis shows that the proposed method achieves higher representation accuracy for small objects.…”
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Index approach to the assessment of the formation of human capital of the enterprise by M. B. Flek, E. A. Ugnich

“…Purpose: of the article is to develop a methodology for assessing the formation of an enterprise human capital, which is based on the calculation of indices of formal and informal learning of its employees.Methods: this article is based on the key provisions of the theory of human capital. …”
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Analysis of Persian News Agencies on Instagram, A Words Co-occurrence Graph-based Approach by Mohammad Heydari, Babak Teimourpour

“…To the author's knowledge, this method has not been employed in the Persian language before on Instagram social network. …”
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LDAViewer: An Automatic Language-Agnostic System for Discovering State-of-the-Art Topics in Research Using Topic Modeling, Bidirectional Encoder Representations From Transformers,... by Timothy Dillan, Dhomas Hatta Fudholi

“…Advancements in knowledge are pivotal to academic progress, necessitating efficient methods for discovering the state-of-the-art in various fields. …”
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SUBDISTRICT CLUSTERING IN WEST JAVA PROVINCE BASED ON DISEASE INCIDENCE OF JKN PARTICIPANTS PRIMARY SERVICES by Husnun Nashir, Anang Kurnia, Anwar Fitrianto

“…Based on the evaluation results, the optimal method is hierarchical clustering with complete linkage. …”
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Digital technologies in the educational process in physical education by M. V. Katrenko, T. A. Kulikova, N. A. Poddubnaya, Yu. I. Zhuravleva

“…The paper is based on a set of research methods: literature data analysis, survey, analysis of digital technologies and tools, comparative analysis and experimental method. …”
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Describing Pulmonary Nodules Using 3D Clustering by Amera Al-Funjan, Farid Meziane, Rob Aspin

“…The proposed method has discovered a complicated case in data and automatically provides information about the nodule types (spherical, juxta-pleural, and pleural-tail). …”
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Robust SAR-assisted cloud removal via supervised align-guided fusion and bidirectional hybrid reconstruction by Anling Wang, Kai Xu, Wenxin Wang, Taoyang Wang, Zhaohong Jia, Chengcheng Fan

“…Experiments conducted on the SEN12MS-CR and GF-CR datasets demonstrate that our method outperforms six representative cloud removal methods, yielding an approximate gain of 0.4 in the peak signal-to-noise ratio and achieving satisfactory visualization performance. …”
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Design of a Convolutional Neural Network with Type-2 Fuzzy-Based Pooling for Vehicle Recognition by Cheng-Jian Lin, Bing-Hong Chen, Chun-Hui Lin, Jyun-Yu Jhang

“…In addition, t-distributed stochastic neighbor embedding plots and feature visualization maps further highlighted the potential of type-2 fuzzy-based pooling to overcome the limitations of conventional pooling methods and enhance the performance of convolutional neural networks in image analysis tasks.…”
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Non-Gaussian diffusion imaging for enhanced contrast of brain tissue affected by ischemic stroke. by Farida Grinberg, Ezequiel Farrher, Luisa Ciobanu, Françoise Geffroy, Denis Le Bihan, N Jon Shah

“…We have shown that two models, GDF and SEM, exhibit a better performance than the conventional method and allow for a significantly enhanced visualization of lesions. …”
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Using of endoscopic band ligation for endoscopic removal of colonic polyps by A. A. Natalskiy, V. B. Filimonov, S. O. Shadskiy, K. P. Pashkin

“…In this article, one of the methods of preventing this complication is discussed – preliminary preventive ligation of the leg of the polyp, carried out by using an endoscopic loop ligation.METHODS AND MATERIALS. …”
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semogeo : une plateforme d’exploration des mots-clés des géographes français (1960-2007) by Hadrien Commenges, Sylvain Cuyala

“…The article begins with a short presentation of the source and proposes a state of the art of methods of visualization of disciplinary structures. …”
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Multiobjective Hydraulic Design and Performance Analysis of a Vortex Pump Based on Orthogonal Tests by Hui Quan, Yongkang Wu, Ying Guo, Kai Song, Yanan Li

“…We design optimization on the overall blade structure of a vortex pump conducted by using the orthogonal test method to clarify the matching relationship of impeller and casing structures and then improve the hydraulic performance of the vortex pump. …”
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A stepwise guide for pangenome development in crop plants: an alfalfa (Medicago sativa) case study by Harpreet Kaur, Laura M. Shannon, Deborah A. Samac

“…The comparison of the three graph pangenome methods reveals notable variations in the genomic variation captured by each pipeline. …”
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Pore-Scale Gas–Water Two-Phase Flow Mechanisms for Underground Hydrogen Storage: A Mini Review of Theory, Experiment, and Simulation by Xiao He, Yao Wang, Yuanshu Zheng, Wenjie Zhang, Yonglin Dai, Hao Zou

“…Subsequently, the microscopic visualization seepage experimental techniques, including microfluidics, NMR-based, and CT scanning-based methods, were reviewed and discussed in terms of the microscopic dynamic mechanisms of complex fluid transport behaviors. …”
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ResST-SEUNet++: Deep Model for Accurate Segmentation of Left Ventricle and Myocardium in Magnetic Resonance Imaging (MRI) Images by Abduljabbar S. Ba Mahel, Mehdhar S. A. M. Al-Gaashani, Fahad Mushabbab G. Alotaibi, Reem Ibrahim Alkanhel

“…Thus, this paper presents a comprehensive end-to-end framework, which includes contrast-limited adaptive histogram equalization (CLAHE) and bilateral filtering methods for image pre-processing and the development and implementation of a proposed deep model for left ventricular and myocardium segmentation. …”
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