Large-scale-aware data augmentation for reduced-order models of high-dimensional flows by Philipp Teutsch, Mohammad Sharifi Ghazijahani, Florian Heyder, Christian Cierpka, Jörg Schumacher, Patrick Mäder

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PV2DOC: Converting the presentation video into the summarized document by Won-Ryeol Jeong, Seung-Kyu Hong, Hyuk-Yoon Kwon

“…In this study, we propose PV2DOC, which transforms presentation videos into a document using the visual and audio data from the presentation video. …”
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A data science pipeline applied to Australia's 2022 COVID-19 Omicron waves by James M. Trauer, Angus E. Hughes, David S. Shipman, Michael T. Meehan, Alec S. Henderson, Emma S. McBryde, Romain Ragonnet

“…The field of software engineering is advancing at astonishing speed, with packages now available to support many stages of data science pipelines. These packages can support infectious disease modelling to be more robust, efficient and transparent, which has been particularly important during the COVID-19 pandemic. …”
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Research on multi-source heterogeneous data fusion system based on device object model by Chen Yunqi

“…The effective fusion of data from multi-source heterogeneous automation subsystems in coal mines is a current industry problem. …”
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Evaluating maternal death surveillance and response system in Sunyani Municipality of Bono region in Ghana from 2017-2021 by Amara S. Ngegbai, George Khumalo Kuma, Charles L. Noora, Ernest Tei Maya, Chris Guure

“…The means, proportions, and other statistical measures were calculated using Epi Info Version 7. Qualitative data underwent content analysis, and the results were visually presented in tables and flowcharts to illustrate the flow of surveillance information. …”
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Pulsating population: the rhythmicity of municipalities in the Czech Republic based on mobile phone location data by Adam Stražovec, Martin Erlebach, Marián Halás

“…This paper aims to identify different types of daily and weekly municipality rhythms using data from the Czech Republic obtained with mobile phone location data. …”
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Comparison of the effect of guided visualization technique and cryotherapy on pain intensity during needle insertion into arterial–venous vessels of hemodialysis undergoing patient... by Zahra Ghazanfari, Saeed H. Teshnizi, Pooneh Yousefi, Aref Faghih

“…Pain intensity was measured individually using the numerical rating scale at the end of each interventions. Data analysis was performed using data statistics (Stata) version 14 and Statistical Package for the Social Science version 26. …”
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Extending a Prognostic Bearing Test Simulator with Smart Data Acquisition and Monitoring Capabilities by Davor Kolar, Dragutin Lisjak, Mihael Gudlin, Karlo Miskovic

“…The system integrates a LabJack T7 Pro data acquisition unit with a web-based application, enabling automated data logging, structured storage, and remote visualization. …”
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Leveraging Variable Frequency Drive Data for Nondestructive Testing and Predictive Maintenance in Industrial Systems by Carl Lee Tolbert

“…To improve diagnostic capabilities, calculated metrics such as apparent power, efficiency, torque, and energy consumption can deliver more profound insights into system performance, assisting in identifying potential failure patterns. A Python-based data acquisition and visualization system was developed and implemented as an example of a potential solution, enabling centralized monitoring, anomaly detection, and historical data analysis. …”
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Comparing Linear and Nonlinear Models for Load Profile Data Using ANOVA, AIC, and BIC by Ilir Keka, Betim Çiço

“…The study’s main focus is on data transformation and visualization, which were essential for using the R tool to find patterns and relationships in the data. …”
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Research on the Locomotive Data Application System Based on 5G High Speed Network by YAO Quanle, LI Fei, WANG Chao, WANG Chengfu, LIU Qi

“…The system has the functions of vehicle-mounted multi-system data acquisition, high speed dumping of vehicle-ground data, data encryption transmission, continuous transmission of massive data at breakpoints, multi-system linkage analysis, automatic data association, audio and video intelligent analysis, and big data visualization analysis. …”
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Relation Between Gender and Risk in Tourism: A Data-Driven Exploration of Destination Choice by Maria Armiñana-Maristany, Enric Camón Luis, Esther Martínez-García

“…Using bibliometric analysis, with keywords, citations, and author networks in relevant publications, co-authorship and co-citation analyses were used to identify key contributors and thematic clusters. Data visualization through VOSviewer and SCIMAT provided insights into relational trends, while alternative metrics offered a broader perspective on research dissemination and relevance. …”
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Evaluation of Data Acquisition Areas in Geotechnical Seismic Tests: Insights from Field Applications by Gunwoong Kim

“…While other tests clearly define data acquisition areas based on their array paths, the SASW test posed challenges due to the complexity of data reconstruction. …”
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An Optimised Method for Fetching and Transforming Survey Data based on SQL and R Programming Language by Hasan et al.

“…Moreover, a survey system based on structured query language and R programming language is designed to optimize methods to manage survey systems by applying large features offered via combining multi data science languages. The experiments verified enhancements of flexibility, technical tools, and data visualization features employed to process the collected data from different aspects; therefore, the proposed approach demonstrates a simple case study to enhance the evaluation requirements of the proposed technique. …”
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Sight-dependent quality of life and ophthalmic findings in a group of Brazilian patients with multiple sclerosis by Yára Dadalti Fragoso, Ricardo Menon Nosé, Regina Aidar Menon Nosé, Walton Nosé, Simone Vieira, Alessandro Finkelsztejn

“…Clinical data on MS, visual acuity, visual fields, optic coherence tomography (OCT) and disc cupping were used for assessing correlation with VFQ-25. …”
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Evaluation of otolith function in children after cochlear implant by Mona Serry Mohamed Elbarbary, Reham Mamdouh Lasheen, Enaas Ahmad Kolkaila, Afaf Ahmed Emara

“…Evaluation methods for both groups included the pediatric Dizziness Handicap Inventory (DHI) in Arabic, electrophysiological assessments via cervical and ocular vestibular evoked myogenic potentials (cVEMPs and oVEMPs), and perceptual testing using subjective visual vertical (SVV) and subjective visual horizontal (SVH) tests. …”
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A week in neuro-ophthalmology: the Singapore scene by Karen B. Reyes, MD, James F. Cullen, FRCS

“…All patients underwent a complete neuro-ophthalmologic examination. Demographic data and clinical diagnoses were gathered. Results: A total of 57 patients were seen. …”
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RPPanalyzer Toolbox: An improved R package for analysis of reverse phase protein array data by Silvia von der Heyde, Johanna Sonntag, Daniel Kaschek, Christian Bender, Johannes Bues, Astrid Wachter, Jens Timmer, Ulrike Korf, Tim Beißbarth

“…Here we introduce an extension of an open-source software solution for analyzing reverse phase protein array (RPPA) data. The R package RPPanalyzer was designed for data preprocessing followed by basic statistical analyses and proteomic data visualization. …”
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Dynamics of changes in lake volume and surface area using multi-source geospatial data by Julzarika Atriyon, Suhadha Argo Galih

“…The main objective of this study is to monitor the dynamics of changes in the volume and surface area of Lake Singkarak from 1883 to 2023 using multi-source geospatial data. The Dutch East Indies topography-bathymetry (1883) map and the DTM/bathymetry (2023) data were used. …”
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CelltrackR: An R package for fast and flexible analysis of immune cell migration data by Inge M.N. Wortel, Annie Y. Liu, Katharina Dannenberg, Jeffrey C. Berry, Mark J. Miller, Johannes Textor

“…CelltrackR supports the complete pipeline for track analysis by providing methods for data management, quality control, extracting and visualizing migration statistics, clustering tracks, and simulating cell migration. …”
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