Design and application of wireless network optimal data sharing architecture by Rupeng XU, Jingye CUI, Zeluo GUAN, Jing NING, Gang RU, Lei NIE, Zhiliang CHEN

“…During wireless network optimization，a variety of network data would be used. However，the presence of dispersed storage，low utilization rate and inconvenience in using and other issues of existing data are incapable of meeting the future needs of large data network optimization.Referring from the big data technology widely used in internet field，network optimization center，an architecture design of network optimization big data sharing platform was proposed，dispersed data was intergrated，and a unified data sharing port was formulated，which could utilize efficiency of data usage. …”
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Application of Big Data Technology in the EMU Fault Early Warning by WU Zhenyi

“…It uses a method of combining equipment fault mechanism and artificial intelligence algorithm to construct a fault early warning and prediction model of key components of EMU, which reflects the working status of a component with its key physical properties and identify potential faults in advance. Through the application of the big data platform and the traction motor fault early warning and temperature prediction model, traction motor fault rate of CR400AF Fuxing EMU decreased significantly from 0.5 pieces/106 km to about 0.1 pieces/106 km.…”
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Learning from Heterogeneous Data Sources: An Application in Spatial Proteomics. by Lisa M Breckels, Sean B Holden, David Wojnar, Claire M Mulvey, Andy Christoforou, Arnoud Groen, Matthew W B Trotter, Oliver Kohlbacher, Kathryn S Lilley, Laurent Gatto

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Construction and application of Anhui Unicom enterprise big data platform by Tao WU, Tao LIU, Bin WANG

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Application of Hybrid Algorithm with Large Data in Wind Farm Modeling by GUO Min, ZHAO Qiao-e, GAO Jin-cheng, ZHOU Bin-long

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Digital Twin Road: value and implications involving data and application by Pamela Haverkamp, Atul Anantheswar, Marcel May, Gabriele Wadlig, Juliana Hildebrandt, Kira Amelie Thiessat, Ines Wollny, Marzia Traverso, Sabine Müller-Mall, Michael Kaliske, Dirk Habich, Wolfgang Lehner

“…This paper examines the potential applications, benefits, and implications of deploying the digital twin of a road, a real-time virtual replica of physical road infrastructure, from four critical perspectives: physical modelling and numerical simulations, data management, law, and sustainability assessment. …”
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Retracted: Construction and Application of Media Corpus Based on Big Data by International Journal of Antennas and Propagation

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Design and application of wireless network optimal data sharing architecture by Rupeng XU, Jingye CUI, Zeluo GUAN, Jing NING, Gang RU, Lei NIE, Zhiliang CHEN

“…During wireless network optimization，a variety of network data would be used. However，the presence of dispersed storage，low utilization rate and inconvenience in using and other issues of existing data are incapable of meeting the future needs of large data network optimization.Referring from the big data technology widely used in internet field，network optimization center，an architecture design of network optimization big data sharing platform was proposed，dispersed data was intergrated，and a unified data sharing port was formulated，which could utilize efficiency of data usage. …”
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Towards Application of One-Class Classification Methods to Medical Data by Itziar Irigoien, Basilio Sierra, Concepción Arenas

“…The results of the comparison show the good performance of the typicality approach, which is available for high dimensional data; it is worth mentioning that it can be used for any kind of data (continuous, discrete, or nominal), whereas state-of-the-art approaches application is not straightforward when nominal variables are present.…”
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Monitoring Application for Student Activity Units Administration Data of Nurul Jadid University Based on Android by M Syafiih, Nadiyah, Matlubul Khairi

“…An Android-based student activity unit (SAU) of Nurul Jadid University of administration data monitoring application has been produced. …”
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Design and implementation of fast data application based on information aggregation platform by Yanjie ZHAO

“…User behavior information contains great value.Telecom operators must collect and deal with this information to create new business growth point.Through the research of information collection and processing,the implementation scheme of fast data application was given.Services such as user care and information push were provided based on the behavior of position change and voice calls.The application was used in the new business field of China Telecom and achieved remarkable results.…”
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Using Neural Network with Speaker Applications by Baghdad Science Journal

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A trusted and regulated data trading scheme based on blockchain and zero‐knowledge proof by Dongmei Li, Xiaohui Ke, Xiaomei Zhang, Yujin Zhang

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Alternative data in finance and business: emerging applications and theory analysis (review) by Yunchuan Sun, Lu Liu, Ying Xu, Xiaoping Zeng, Yufeng Shi, Haifeng Hu, Jie Jiang, Ajith Abraham

“…We then provide an overall investigation of emerging studies to outline the various types, emerging applications, and effects of alternative data in finance and business by reviewing over 100 papers published from 2015 to 2023. …”
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Editorial: Statistical approaches, applications, and software for longitudinal microbiome data analysis and microbiome multi-omics data integration by Huilin Li, Jun Chen, Mogens Fenger, Yuan Jiang

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Evaluation of freely available data profiling tools for health data research application: a functional evaluation review by Neil Sebire, Trevor Heritage, Ben Gordon, Susheel Varma, Jake Barrett, Clara Fennessy, Victor Banda, Enez McCondochie, Oenone Duroe, Richard Jeffery, Vishnu Rajamani, Kieran Earlam

“…From initial assessment, several underwent further detailed evaluation for application on healthcare data using a synthetic dataset of 1000 patients and associated data using a common health data model, and tools scored based on their functionality with this dataset.Setting Improving the quality of healthcare data for research use is a priority. …”
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The influence of Gen-AI tools application for text data augmentation: case of Lithuanian educational context data classification by Pavel Stefanovič, Urtė Radvilaitė, Birutė Pliuskuvienė, Simona Ramanauskaitė

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DataMetProcess: An open-source package and Shiny application for the acquisition and processing of meteorological data from INMET by Wagner Martins dos Santos, Hoi Leong Lee, Edimir Xavier Leal Ferraz, Abelardo Antônio de Assunção Montenegro, Lady Daiane Costa de Sousa Martins, Alan Cézar Bezerra, Ênio Farias de França e Silva, Thieres George Freire da Silva, João L.M.P. de Lima, Xuguang Tang, Alexandre Maniçoba da Rosa Ferraz Jardim

“…The DataMetProcess package and the developed web application are effective in processing the data provided by INMET, democratizing access to information and facilitating analysis through the interactive web application. …”
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Enhancing Real-Time Processing in Industry 4.0 Through the Paradigm of Edge Computing by Nerea Gómez Larrakoetxea, Borja Sánz Uquijo, Iker Pastor López, Jon García Barruetabeña, Pablo García Bringas

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A Transformer-Based Approach for Efficient Geometric Feature Extraction from Vector Shape Data by Longfei Cui, Xinyu Niu, Haizhong Qian, Xiao Wang, Junkui Xu

Subjects: “…geometric data processing…”
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