From Classroom to Community: Evaluating Data Science Practices in Education and Social Justice Projects by Marc T. Sager, Jeanna R. Wieselmann, Anthony J. Petrosino

“…This manuscript adds to the literature within data science education and has the potential to bridge the gap between theoretical knowledge and practical application, preparing students to address real-world data science challenges through their coursework.…”
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Evaluation and Management of Rail Transit Project On-site Safety Status Based on the Daily Behavioral Data of Construction Workers by YIN Dawei, HAN Xiangyu, ZHU Mei, XIAO Ximeng, HU Wenfa

“…[Method] The data collection system for rail transit projects is introduced in terms of data collection, processing, and analysis methods. …”
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Design of Telecom Operators' Network Data Sharing Platform Based on Hadoop+MPP Architecture by Huang Xin, Xinghui Yi, Zhenyu Chen

“…By integrating various distributed network management data, the network basic data platform, application platform and unified control platform were built.…”
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Operationalising routinely collected patient data in research to further the pursuit of social justice and health equity: a team-based scoping review by Katie Chadd, Anna Caute, Anna Pettican, Pam Enderby

“…Abstract Background Vast volumes of routinely collected data (RCD) about patients are collated by health professionals. …”
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Benchmarking and Lessons Learned from Using SharePoint as an Electronic Lab Notebook in Engineering Joint Research Projects by Kim Feldhoff, Tim Opatz, Hajo Wiemer, Martin Zinner, Steffen Ihlenfeldt

“…Six distinct application scenarios are analysed, representing a spectrum of collaborative research projects, ranging from small-scale initiatives with minimal processes and data to large-scale, complex projects with extensive data requirements. …”
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Pesticides application rate maps in the European Union at a 250 m spatial resolution by G. M. Porta, L. Casse, A. Manzoni, M. Riva, F. Maggi, A. Guadagnini

“…Abstract Our work targets mapping of pesticides application rates within the European Union at a 250 m spatial resolution. …”
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High-resolution Canada domain disturbance forcings suitable for land surface modeling applications by Jason Beaver, Salvatore R. Curasi, Joe R. Melton, Elyn R. Humphreys, Txomin Hermosilla, Michael A. Wulder

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A Novel Method for Screening the PMU Phase Angle Difference Data Based on Hyperplane Clustering by Ancheng Xue, Shuang Leng, Yecheng Li, Feiyang Xu, Kenneth E. Martin, Jingsong Xu

“…PMUs have become one of the important data sources for smart grid monitoring. PMU/WAMS (wide area measurement system) based advanced applications have been widely used in the dispatch centers. …”
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JTAG and Chip-Off Technologies in Computer Forensics by A. N. Yakovlev, A. S. Danilova

“…The article focuses on the issue of damaged handheld device data extraction with the help of JTAG and Chip-Off technologies. …”
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6G oriented blockchain based Internet of things data sharing and storage mechanism by Yu’na JIANG, Xiaohu GE, Yang YANG, Chengxiang WANG, Jie LI

“…Considering the heterogeneity of various IoT system and the single point failure of centralized data-processing platform,a decentralized IoT data sharing and storage method based on blockchain technology was proposed.The block consensus and decentralized storage of shared data were realized through the PoS consensus mechanism.A block layered propagation mechanism between consensus node and verified node was proposed based on the Gossip protocol.The block propagation delay model and decentralization evaluation model of blockchain networks were derived.The trade-off between the block propagation delay and the decentralization degree of networks was analyzed.The simulation results demonstrate that the block propagation delay and degree of network decentralization decrease with the increase of minimal capabilities of consensus nodes.As an application example,in the trajectory data sharing scenario of confirmed patients,the data sharing smart contract is implemented and tested based on the Ethereum development platform.…”
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A secure and efficient data deduplication framework for the internet of things via edge computing and blockchain by Zeng Wu, Hui Huang, Yuping Zhou, Chenhuang Wu

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Structure and Key Technologies of Big Data Labeling System for Power Equipment Operation Status by Wenjun LIU, Ming DONG, Yuanfu XU, Qiang HAN, Xin WANG, Lei XU, Ming DU

“…With the rapid development and deep application of big data analysis technology in power grid, data label technology provides people with a new idea of data integration. …”
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Exceedance probabilities using Nonparametric Predictive Inference by Ali M.Y. Mahnashi, Frank P.A. Coolen, Tahani Coolen-Maturi

“…This work highlights the strengths of NPI in handling right-censored data and its application to real-world datasets.…”
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Integration of Machine Learning and Wavelet Algorithms for Processing Probing Signals: An Example of Oil Wells by Zukhra Abdiakhmetova, Zhanerke Temirbekova

“…Moreover, standard regression-based approaches for interpreting induction logging data may fail to capture intricate signal variations, limiting their effectiveness in real-time decision-making. …”
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A Data-Driven Approach for Predicting Remaining Useful Life of Semiconductor Devices Based on Machine Learning and Synthetic Data Generation: A Review and Case Study on SiC MOSFETs by Yarens J. Yarenscruz, Fernando Castano, Alberto Villalonga, Madhav Mishra, Rodolfo E. Haber

“…Predicting the remaining useful life of electronic components is a crucial aspect for predictive maintenance and system reliability across multiple fields and applications. Data-driven approaches, particularly those methods based on machine learning, are currently being used due to their ability to model complex degradation patterns without the need for explicit physical modeling. …”
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Development and integration of human-AI interactions in service applications: Conceptual framework and review by Nick Tugarin, Christian van Husen

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Insights into gender-equity in healthcare accessibility in northern Nigeria: descriptive and predictive approaches by Chika Yinka-Banjo, Olasupo Ajayi, Mary Akinyemi, David Tresner-Kirsch, Adekemi Omotubora

“…All respondents were required to accept these terms and conditions before being allowed to participate in the data collection exercise. • Data were collected using askNivi, an app specifically designed for healthcare related data collection. …”
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Topological Data Analysis and Multiple Kernel Learning for Species Identification of Modern and Archaeological Small Ruminants by Manon Vuillien, Davide Adamo, Emmanuelle Vila, Amane Agraw, Thierry Argant, Daniel Helmer, Marjan Mashkour, Abdelkader Moussous, Olivier Notter, Elena Rossoni-Notter, Isabelle Théry, Marco Corneli

“…This paper presents a case study to test the potential of topological data analysis (TDA) and multiple kernel learning (MKL) for inter-specific identification of 150 3D astragali belonging to modern and archaeological specimens. …”
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Analysis of Urban Growth and Land Use Changes in Çankaya District Using Urban Atlas Data by M. Bihter Bingül Bulut, Tuğba Üstün Topal, Öner Demirel, Sultan Sevinç Kurt Konakoğlu

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Generalized linear modeling of flow cytometry data to analyze immune responses in tuberculosis vaccine research by Pablo Maldonado, Taru S. Dutt, Amanda Hitpas, Brendan Podell, G. Brooke Anderson, Marcela Henao-Tamayo

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