Exploring trans-regional harvesting operation patterns based on multi-scale spatiotemporal partition using GNSS trajectory data by Daoye Zhu, Boyong Xiao, Haoling Xie, Dong Li, Haitong He, Weixin Zhai

“…In response to these challenges, we introduce an unsupervised clustering method based on multiscale spatiotemporal partitioning, which systematically integrates spatial and temporal dimensions to analyze GNSS trajectory data. By designing multiscale grids and temporal partitions, we efficiently processed high-dimensional trajectory data by employing t-SNE and K-means++ algorithms for dimensionality reduction and clustering, and the visualization validated the clustering effectiveness. …”
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EXAM: Ex-vivo allograft monitoring dashboard for the analysis of hypothermic machine perfusion data in deceased-donor kidney transplantation. by Simon Schwab, Hélène Steck, Isabelle Binet, Andreas Elmer, Wolfgang Ender, Nicola Franscini, Fadi Haidar, Christian Kuhn, Daniel Sidler, Federico Storni, Nathalie Krügel, Franz Immer

“…However, no free software implementation is available to analyze HMP data for state-of-the-art visualization and quality control. …”
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Multivariate Gaussian Bayes classifier with limited data for segmentation of clean and contaminated regions in the small bowel capsule endoscopy images. by Vahid Sadeghi, Alireza Mehridehnavi, Maryam Behdad, Alireza Vard, Mina Omrani, Mohsen Sharifi, Yasaman Sanahmadi, Niloufar Teyfouri

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A Hiplot‐based web service for cold atmospheric plasma high‐throughput data integration and analysis on breast cancer by Xiaofeng Dai, Mingjie Wang, Yang Liu

“…However, high‐throughput data detailing the effect of CAP on cancer cells is lacking, let alone the corresponding database and analytical tool. …”
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Towards maximizing geospatial data usage in north eastern India using open-source scalable user-centric applications by P. S. Singh, D. Chutia, N. Nishant, A. Chouhan, V. Saikhom, S. P. Aggarwal, R. Kumar

“…The repository operates on an open-source platform with integrated map viewers and geo-analytics tools, allowing for interactive exploration and visualization of geospatial data. Additionally, 35 user-centric geospatial applications have been operationalized, all developed using open-source geospatial tools and standards. …”
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Development of the automated system for assessing radiation risks to the population of the Russian Federation based on the data of radiation-hygienic certification of territories by R. R. Akhmatdinov, A. M. Biblin, L. V. Repin

“…The computer programs developed in the course of the work allow an automated calculation of radiation risk based on the data of radiation-hygienic passports of territories, visualize the spatially distributed results of calculating radiation risk, carry out a preliminary assessment of the state of radiation safety, based on the data contained in radiation-hygienic passports of territories using radiation risk indicators.…”
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GRLGRN: graph representation-based learning to infer gene regulatory networks from single-cell RNA-seq data by Kai Wang, Yulong Li, Fei Liu, Xiaoli Luan, Xinglong Wang, Jingwen Zhou

“…However, inferring the GRN from scRNA-seq data remains challenging owing to cellular heterogeneity, measurement noise, and data dropout. …”
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Comparison of muscle magnetic resonance imaging data with clinical and laboratory parameters in follow-up of patients with idiopathic inflammatory myopathy by A. A. Kolomeyichuk, L. P. Ananyeva, A. N. Helkovskaya-Sergeeva, A. D. Koltakova, L. V. Ptichkina, D. O. Kazakov

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A quick response data collection and management system for digital twin production line based on cloud-fog-edge computing collaboration [version 1; peer review: 2 approved, 1 appro... by Xuesong Mei, Zhiyuan Li, Zheng Sun, Jun Xu, Dawei Zhang

“…Functional tests show that the system has the functions of data acquisition and transmission, device addition and viewing, device data querying and downloading, data and model visualization, and user rights setting. …”
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Proposal of a method to observe road status using UAV considering post-disaster urgency based on mobile spatial dynamics data by Jun Sakamoto

“…Uncrewed Aerial Vehicles (UAVs) are being utilized to assess damage, while GPS data from mobile phones is helping to visualize evacuation behavior. …”
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Explainable Siamese Neural Networks for Detection of High Fall Risk Older Adults in the Community Based on Gait Analysis by Christos Kokkotis, Kyriakos Apostolidis, Dimitrios Menychtas, Ioannis Kansizoglou, Evangeli Karampina, Maria Karageorgopoulou, Athanasios Gkrekidis, Serafeim Moustakidis, Evangelos Karakasis, Erasmia Giannakou, Maria Michalopoulou, Georgios Ch Sirakoulis, Nikolaos Aggelousis

“…To address this, the present study proposes a novel approach that transforms biomechanical time-series data, derived from gait analysis, into visual representations to facilitate the application of deep learning (DL) methods for fall risk assessment. …”
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Analyzing the Impact of Organic Food Consumption on Citizens Health Using Unsupervised Machine Learning by Giulio Angiolini, Giovanna Maria Dimitri

“…We compared these findings with data from 100 Italian citizens regarding their perceptions of organic food’s health benefits collected through a novel questionnaire. …”
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Application of iLogic technology in Autodesk inventor to create parametric 3D-model of a gear wheel and conduct research by Petrakova E.A., Samoilova A.S.

“…The article provides examples of research conducted using the software Autodesk Invevtor with the use of iLogic, analysis of changes in geometrical and physical parameters of the gears for various combinations of source data, data on the time of receipt of the results. …”
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Leaving the chasm behind: Autoethnography, creativity and the search for identity in academia by Pete Frederick Atherton

“… This paper examines visual narratology as a way of presenting qualitative primary data. …”
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Leaving the chasm behind: Autoethnography, creativity and the search for identity in academia by Pete Frederick Atherton

“… This paper examines visual narratology as a way of presenting qualitative primary data. …”
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Leaving the chasm behind: Autoethnography, creativity and the search for identity in academia by Pete Frederick Atherton

“… This paper examines visual narratology as a way of presenting qualitative primary data. …”
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Multimodal Latent Representation Learning for Video Moment Retrieval by Jinkwon Hwang, Mingyu Jeon, Junyeong Kim

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Poster as an Information Product in the System of Scholarly Communications by A. S. Krymskaya

“…In order to create posters, such skills as compression of information, data visualization, communicative skills, research skills and critical thinking, as well as mastering technical tools, which are in demand in the market today and are reflected in the professional standard “Specialist in Library and Information Activities”. …”
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PENINGKATAN HASIL BELAJAR MATEMATIKA MATERI TRIGONOMETRI MELALUI MODEL PROBLEM BASED LEARNING BERBASIS MEDIA AUDIOVISUAL by Ulfia Ramli

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Examination Committee Work Management System by Abdul Suleiman, Turfa Hamed, Nadia Saleh

“…The software has the ability to display the students’ marks after data insertion. These data are gained from Microsoft Excel tables. …”
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