Diagnosis of depression based on facial multimodal data by Nani Jin, Renjia Ye, Peng Li

“…Traditional scale-based depression diagnosis methods often have problems of strong subjectivity and high misdiagnosis rate, so it is particularly important to develop automatic diagnostic tools based on objective indicators.MethodsThis study proposes a deep learning method that fuses multimodal data to automatically diagnose depression using facial video and audio data. …”
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Sustainable Farming: Insights from Data Clustering by A. Akhmetkyzy, N. N. Nurmukhametov, M. N. Nurgabylov

“…This study delves into the perceptions and practices of the agricultural community regarding eco-friendly technologies and air pollution through a detailed clustering analysis of survey data. The primary objective is to identify distinct groups within the agricultural sector based on their responses to various factors, including demographic information, types of crops grown, perceptions of air pollution, and attitudes toward sustainable practices. …”
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Cultural Science Meets Cultural Data Analytics by Ibrus Indrek, Schich Maximilian, Tamm Marek

“…Indeed, it has already found practical application in a variety of ‘post-DH’ collaborations in ‘Cultural Data Analytics’, often with the aim to explore the dynamics of meaning-making practices by computational means and by looking at a spectrum of materials (textual, sonic, visual, multimodal, etc.) both regarding the longue durée and in real-time applications, if not anticipating the future.…”
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Open Bibliographical Data Workflows and the Multilinguality Challenge by Vojtěch Malínek, Tomasz Umerle, Edward Gray, Ivan Heibi, Péter Király, Christiane Klaes, Przemysław Korytkowski, David Lindemann, Arianna Moretti, Charlotte Panušková, Róbert Péter, Mikko Tolonen, Aldona Tomczyńska, Ondřej Vimr

“…AVOBMAT: how to analyze and visualize bibliographical data and texts showcases a tool for combining text analysis and metadata-based research. …”
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CONCEPÇÕES DE PROFESSORES SOBRE A INCLUSÃO DE ALUNOS COM DEFICIÊNCIA VISUAL NA EDUCAÇÃO SUPERIOR by Joice Fernanda Pinheiro, Silvana Maria Moura da Silva

“…Docencia. Deficiencia visual. Educación superior. Diversidad.…”
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Detection of Inverted Channels Using Sentinel-1 Data and Sentinel-2 Data on Google Earth Engine: A Comparative Analysis by Xuhua Weng

“…The second method is to fuse Sentinel-1 SAR data and Sentinel-2 multispectral data for classification using Random Forest (RF) classifier to generate classification probability maps, which are then used for channel detection. …”
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Implementing a Common Data Model in Ophthalmology: Mapping Structured Electronic Health Record Ophthalmic Examination Data to Standard Vocabularies by Justin C. Quon, MD, Christopher P. Long, MD, William Halfpenny, MBBS, MEng, Amy Chuang, MS, Cindy X. Cai, MD, MS, Sally L. Baxter, MD, MSc, Vamsi Daketi, MS, Amanda Schmitz, BS, Neil Bahroos, MS, Benjamin Y. Xu, MD, PhD, Brian C. Toy, MD

“…The largest coverage gaps were seen in the local Cerner module under the visual acuity, sensorimotor testing, and refraction categories, with 95%, 95%, and 81% of data elements in each respective category having mappings that were not exact. …”
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Enhancing Gen3 for clinical trial time series analytics and data discovery: a data commons framework for NIH clinical trials by Meredith C. B. Adams, Meredith C. B. Adams, Meredith C. B. Adams, Colin Griffin, Hunter Adams, Stephen Bryant, Robert W. Hurley, Robert W. Hurley, Robert W. Hurley, Umit Topaloglu, Umit Topaloglu

“…This work presents a framework for enhancing Gen3, an open-source data commons platform, with temporal visualization capabilities for clinical trial research. …”
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A scientometric review of the relationship between learning agility and work engagement in modern management context by Farira Nareswari, Rini Juni Astuti

“…Then, it was visualized and analyzed using VOSviewer, RStudio, CiteSpace visualization, and bibliometric mapping software. …”
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A scientometric review of the relationship between learning agility and work engagement in modern management context by Farira Nareswari, Rini Juni Astuti

“…Then, it was visualized and analyzed using VOSviewer, RStudio, CiteSpace visualization, and bibliometric mapping software. …”
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Tunnel-induced land subsidence assessment in a densely populated residential area using Sentinel-1 PS-InSAR by Amila Karunathilake, Makoto Ohashi, Shinichi Kaneta, Tatsuro Chiba

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Advancing decision support for climate adaptation in agriculture and natural resources by Samuel Ikendi, Andrew Lyons, Andrew Lyons, Tapan B. Pathak, Tapan B. Pathak

“…These themes underscore the importance of data translation, visualization, and community engagement to harness stakeholder lived experiences, dissemination, and training to improve data access. …”
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Three-Dimensional Air Quality Monitoring and Simulation of Campus Microenvironment Based on UAV Platform by Zhitong Liu, Jinshan Huang, Junyu Huang, Renbo Luo, Zhuowen Wu

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Investigation of wave processes and rhythmic activity of the human brain using the Walsh orthogonal function system by Stepanyan, Ivan Viktorovich, Lednev, Mikhail Yuryevich

“…The article proposes a new method of visualization of electroencephalography data for the study of rhythmic and wave processes of bioelectric activity of the brain. …”
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GWmodelS: a standalone software to train geographically weighted models by Binbin Lu, Yigong Hu, Dongyang Yang, Yong Liu, Guangyu Ou, Paul Harris, Chris Brunsdon, Alexis Comber, Guanpeng Dong

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Deep learning health space model for ordered responses by Chanhee Lee, Taesung Park

“…However, as the dimensions of data collected from each individual increase, this task becomes more challenging. …”
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A Novel Web‐Based Approach for Monitoring Biodiversity by Rajendra Mohan Panda, Padmanava Dash, Partha Sarathi Roy

“…The proposed interactive tool to monitor biodiversity and understand its complexities is designed to visualize the data structure, summary, correlations, and sampling effectiveness quickly and easily. …”
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The Construction of Knowledge Graphs in the Assembly Domain Based on Deep Learning by Jing Qu, Yanmei Li, Huilong Du, Wen Wang, Weiping Fu

“…The operation scenario of human-robot collaboration assembly involves multiple channels to acquire assembly domain knowledge data. In order to equip collaborative robots with certain general knowledge of assembly work and logical reasoning ability, this paper proposes a Chinese-character-based names entity recognition model Bert-BiLSTM-CRF and a relational extraction model Bert-BiGRU-ATT, based on the multiple heterogeneous data in the assembly domain, to construct an assembly domain knowledge graph centered on <operator> and <assembly object> for human-robot collaboration. …”
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Comprehensive Survey of Big Data Mining Approaches in Cloud Systems by Zainab Salih Ageed, Subhi R. M. Zeebaree, Mohammed Mohammed Sadeeq, Shakir Fattah Kak, Hazha Saeed Yahia, Mayyadah R. Mahmood, Ibrahim Mahmood Ibrahim

“…The method of analyzing and visualizing vast volumes of data is known as the visualization of data mining. …”
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Healthcare-seeking pathway and delay analysis of rifampicin-resistant tuberculosis patient in Southwestern China by Yunbin Yang, Zichao Li, Liangli Liu, Jinou Chen, Ling Li, Rui Yang, Xing Yang, Lianyong Chen, Haohao Ru, Lin Xu

“…Sankey diagram, box plot and a heat map were used for data visualization. Results Sankey diagrams revealed 7 distinct diagnostic pathways, with 49.4% diagnosed after one health facility visit. …”
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