How far has the globe gone in achieving One Health? Current evidence and policy implications based on global One Health index by Qiyu Zhang, Jingshu Liu, Lefei Han, Xinchen Li, Chensheng Zhang, Zhaoyu Guo, Anqi Chao, Chenxi Wang, Erya Wan, Fumin Chen, Hanqing Zhao, Jiaxin Feng, Jingbo Xue, Lulu Huang, Jin Chen, Zhishan Sun, Zile Cheng, Jingxian Yin, Zhengze He, Liangyu Huang, Logan Wu, Siwei Fei, Siyu Gu, Tiange Jiang, Tianyun Li, Weiye Chen, Nan Zhou, Ne Qiang, Qin Li, Runchao He, Yi Zhang, Min Li, Xiangcheng Wang, Kokouvi Kassegne, Yongzhang Zhu, Leshan Xiu, Qinqin Hu, Kun Yin, Shang Xia, Shizhu Li, Zhaojun Wang, Xiaokui Guo, Xiaoxi Zhang, Xiao-Nong Zhou

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Research on Heterogeneous Data Integration in Electric Power Enterprise by Degang Zhang, Yi Wu, Shaoquan Zhang, Qingjun Peng

“…To provide a common data service platform for the massive data mining，analysis，interaction and sharing among different systems，a data exchange and sharing platform of power enterprise was described to provide standardization of data communication format，data storage and related service interfaces，and the enterprise achieves heterogeneous data exchange and sharing by this platform within the enterprise. …”
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IAP: Intrusion-Tolerant Malicious Data Injection Attack Analysis and Processing in Traffic Flow Data Collection Based on VANETs by Nan Ding, Guozhen Tan, Wei Zhang

“…Several studies investigating data validity and security against malicious data injection attacks in vehicular ad hoc networks (VANETs) have focused on trust establishment based on cryptology. …”
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Research using population-based administration data integrated with longitudinal data in child protection settings: A systematic review. by Fadzai Chikwava, Reinie Cordier, Anna Ferrante, Melissa O'Donnell, Renée Speyer, Lauren Parsons

“…<h4>Conclusion</h4>We recommend reporting of data linkage processes through following recommended and standardised data linkage processes, which can be achieved through greater co-ordination among data providers and researchers.…”
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Predicting User Purchases From Clickstream Data: A Comparative Analysis of Clickstream Data Representations and Machine Learning Models by A. Aylin Tokuc, Tamer Dag

“…Through comprehensive experimentation, we compared multiple machine learning models, including LightGBM, decision trees, gradient boosting, SVC, and logistic regression, using real-world e-commerce clickstream data. Notably, the hybrid representation with LightGBM achieved superior predictive performance, significantly outperforming alternative methods. …”
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Paradigm Transformation of Global Health Data Regulation: Challenges in Governance and Human Rights Protection of Cross-Border Data Flows by Xia L, Cao Z, Zhao Y

“…Documents containing national human rights laws, the Global Initiative on Digital Health and the Global Digital Compact, which advocate for cooperation and behavioral co-regulation of healthcare data stakeholders to achieve the strategic goal of putting people at the center of healthcare, provide new ideas for solving the problem. …”
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Microseismic Data-Driven Short-Term Rockburst Evaluation in Underground Engineering with Strategic Data Augmentation and Extremely Randomized Forest by Shouye Cheng, Xin Yin, Feng Gao, Yucong Pan

“…However, the large amount of microseismic data brings many challenges to traditional manual analysis, such as the timeliness of data processing and the accuracy of rockburst prediction. …”
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348 Real-time data synchronization: Assessing the implementation of REDCap CDIS (Clinical Data Interoperability Service) for EHR systems by Waqas Amin, Saravanan Kanakasabai, Randall Grout, Joe Butler, Scott Michael, Titus Schleyer

“…Results/Anticipated Results: The CDIS successfully achieved real-time data synchronization during pilot testing with each EHR system. …”
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Addressing Data Imbalance in Crash Data: Evaluating Generative Adversarial Network&#x2019;s Efficacy Against Conventional Methods by Bei Zhou, Qianxi Zhou, Zongzhi Li

“…This study delves into the efficacy of Generative Adversarial Networks (GANs), with a specific focus on Conditional Tabular GAN (CTGAN), for synthesizing minority crash data to address this imbalance. Utilizing traffic crash data from Chicago spanning 2020 to 2022, the research evaluates the capabilities of CTGAN against three traditional data resampling methods, as well as an additional cost-sensitive learning approach. …”
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Advancing soil biology research: Empowering European databases with ontological frameworks for enhanced data integration of soil biodiversity data by José F. Aldana-Martín, David J. Russell, Carlos A. Martínez-Muñoz, Christine Driller, Stephan Lesch, Ismael Navas-Delgado

“…Adopting ontologies aligns with the FAIR principles, enhancing data discoverability, accessibility, and machine-readability. …”
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Phenotypic data related to seedling traits of hexaploid spring wheat panel evaluated under salinity stressMendeley Data by Santosh Gudi, Harsimardeep S Gill, Serena Collins, Jatinder Singh, Devinder Sandhu, Sunish K Sehgal, Upinder Gill, Rajeev Gupta

“…Salt stress was given on 18 days old seedlings and the targeted salinity level (ECiw = 14 dSm−1) was achieved gradually over two days period, to overcome any osmotic shock. …”
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An examplary application of mathematics teaching based on formative assessment by Aytaç Kurtuluş, Hilal Özcan

“…The fact that the students fail to acquire an achievement in the mathematics course negatively affects other achievements. …”
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The need for fission-track data transparency and sharing by M. T. Tamer, M. T. Tamer, L. Chung, R. A. Ketcham, A. J. W. Gleadow

“…We hereby propose the development of image data repositories for the purpose of achieving global data transparency. …”
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Researcb on Name Lookup in Named Data Networking by Bin Liu, Yi Wang

“…Named data networking（NDN）proposed as a new future architecture for the internet, aims to satisfy the requirement of information sharing among the users. …”
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Functional Data of Virtual Graphics in Graphic Design by Ameer Riyadh Khaleel, Sahar Ali Sarhan

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Explainable data mining model for hyperinsulinemia diagnostics by Nevena Rankovic, Dragica Rankovic, Mirjana Ivanovic, Igor Lukic

“…ABSTRACTIn our research, we present a data mining model for the early diagnosis of hyperinsulinemia, potentially reducing the risk of diabetes, heart disease, and other chronic conditions. …”
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Artificial Intelligence for data modeling in triboelectric nanogenerators by Chenjia Li, Ali Matin Nazar

“…The review also addresses key challenges such as data variability, environmental robustness, and algorithmic scalability, and future directions in hybrid energy systems, adaptive algorithms, and cross-disciplinary collaboration for sustainable, intelligent sensing technologies.…”
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Diversifying configurational paths for athlete data protection by Xinyan Guo, Xiaoyu Li, Mengqi Guo

“…The rational protection and utilization of sports data will contribute to achieving this global goal, especially in promoting healthy lifestyles, gender equality, and inclusive social construction. …”
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The Risk of Linked Census Data to Transgender Youth by Abraham Flaxman, Os Keyes

“…Our results demonstrate the importance of disclosure avoidance for census data and suggest that the TopDown approach used by the Census Bureau is a substantial improvement compared to the previous approach, achieving the maximum level of privacy protection possible against such a linkage attack. …”
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Using Time-Series Databases for Energy Data Infrastructures by Christos Hadjichristofi, Spyridon Diochnos, Kyriakos Andresakis, Vassilios Vescoukis

“…We present quantitative improvements in digestion, integration, architecture, and performance, demonstrating that operations such as importing and querying time-series energy data, along with the overall system’s efficiency, can be significantly improved, achieving up to 100 times faster operations compared to relational databases, all without requiring extensive modifications to the existing information system’s architecture.…”
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