Evolution and gaps in data mining research: Identifying the bibliometric landscape of data mining in management by Romel Al-Ali, Sabri Mekimah, Rahma Zighed, Rima Shishakly, Mohammed Almaiah, Rami Shehab, Tayseer Alkhdour, Theyazn H.H Aldhyani

“…Despite a large number of publications, interdisciplinary applications of data mining are limited. The scientific publication on data mining and its relationship with decision-making, artificial intelligence, forecasting, and sentiment analysis is found to be weak, showing significant research gaps in these areas. …”
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FedDAR: Federated Learning With Data-Quantity Aware Regularization for Heterogeneous Distributed Data by Youngjun Kwak, Minyoung Jung

“…Federated learning (FL) has emerged as a promising approach for collaboratively training global models and classifiers without sharing private data. However, existing studies primarily focus on distinct methodologies for typical and personalized FL (tFL and pFL), representing a challenge in exploring cross-applicable training methods. …”
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Expert Experiences in Anonymizing Personal Data and Its Use as Open Data: Qualitative Insights by Norbert Lichtenauer, Johann Guggumos, Matthias Kampmann, Juliane Kis, Florian Laumer, Elena März, Florian Wahl, Sebastian Wilhelm

“…<i><b>Discussion</b></i>: The findings highlight significant uncertainty among stakeholders regarding the anonymization of personal data. Although the importance and potential applications of open data for innovation and continuous improvement are widely acknowledged and supported, numerous challenges persist at both the macro and micro levels. …”
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Enhancing Clinical Data Infrastructure for AI Research: Comparative Evaluation of Data Management Architectures by Richard Gebler, Ines Reinecke, Martin Sedlmayr, Miriam Goldammer

“…ConclusionsThe optimal data management architecture for clinical applications depends on an organization’s specific needs, available resources, and strategic goals. …”
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Data of REEs (Ce, Nd, Th) analysis from Bangka tin tailing applying froth flotation method using sodium oleate and KClO3Mendeley DataMendeley DataMendeley Data by Wiwik Dahan, Djoko Hartanto, Ratna Ediati, Rita Sundari, Subandrio, Irfan Marwanza

“…This article presented the data of REEs (Rare Earth Elements) analysis from exploitation of Bangka tin tailing, Indonesia. …”
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Research support services in digital humanities: approaches, technologies, tools by Harahulia Serhii, Symonenko Tetiana

Subjects: “…data analytics, library services, big data, research data visualization, research services, european association for digital humanities, artificial intelligence applications, historical and cultural heritage resources, digital culture, digital humanities projects.…”
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Account hijacking threat attack detection for OAuth2.0 authorization API by Qixu LIU, Kaili QIU, Yiwen WANG, Yanhui CHEN, Langping CHEN, Chaoge LIU

“…OAuth2.0 protocol has been widely adopted to simplify user login to third-party applications,at the same time,existing risk of leaking user privacy data,what even worse,causing user accounts to be hijacked.An account hijacking attack model around authorization code was built by analyzing the vulnerabilities of the OAuth2.0 protocol.A vulnerable API identification method based on differential traffic analysis and an account hijacking verification method based on authorized authentication traffic monitoring was proposed.An account hijacking attack threat detection framework OScan for OAuth2.0 authorization API was designed and implemented.Through a large-scale detection of the 3 853 authorization APIs deployed on the Alexa top 10 000 websites,360 vulnerable APIs were discovered.The further verification showed that 80 websites were found to have threat of account hijacking attack.Compared with similar tools,OScan has significant advantages in covering the number of identity provider,the number of detected relying party,as well as the integrity of risk detection.…”
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Agricultural informatization and big data by Xiaobing WANG

“…The importance of the big data has been widely recognized since it is the main content of the“internet plus”action plan.Agriculture is an important application field of big data.Big data brings new opportunities for development for agricultural information monitoring and early warning.The problems of traditional agricultural development in China were introduced.The important role of the internet plus agriculture was expounded.The importance and specific measures of developing modern agriculture were analyzed.The proposed recommendations can improve the agricultural comprehensive production capacity,reduce the agricultural resources consumption,and provide reference for the construction of the modern agriculture based on the internet and big data technology.…”
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Further Understanding of Big Data by Guo-jie LI

“…Widely applications of big data indicated that the information age will enter into a new stage. …”
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The potential of obsidian "big data" by Mark Golitko

“…Studies of obsidian provenance have been a core component of the archaeological sciences from the mid-1960s onward. With the growing application of portable X-ray Fluorescence Spectrometers (PXRF) in obsidian research, the number of such studies, and the amount of data generated per study, is rapidly increasing. …”

Study and practice of data element circulation and transaction mode based on data intellectual property rights by JIN Jiahe, ZHOU Zhikai, ZHOU Wen, ZHANG Lijing, DU Xin

“…However, its application in data elements circulation and transaction is still in the initial stage, with problems such as inconsistent data standards, dispersed platform, and insufficient understanding, which need to be studied and solved. …”
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Study and practice of data element circulation and transaction mode based on data intellectual property rights by JIN Jiahe, ZHOU Zhikai, ZHOU Wen, ZHANG Lijing, DU Xin

“…However, its application in data elements circulation and transaction is still in the initial stage, with problems such as inconsistent data standards, dispersed platform, and insufficient understanding, which need to be studied and solved. …”
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Data-Efficient Reinforcement Learning Framework for Autonomous Flight Based on Real-World Flight Data by Uicheon Lee, Seonah Lee, Kyonghoon Kim

“…Although reinforcement learning offers an alternative, its practical application in real-world settings is hindered by the substantial data requirements. …”
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An algorithm for matching original experimental records based on improved CDC by CAI Yina, CHEN Xin, QIN Zhiwu, WANG Xin, BAO Xianyu, PENG Jinxue, LIN Yongqi, LI Junlin

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The Qualitative Face of Big Data by Alexander Nicolai Wendt

“…Apart from other confident attempts to improve these methods, phenomenology and ethnomethodology offer a fruitful account to develop innovative data sources for self-description. Yet, this approach does not support a recurrence of self-description’s previous application but proposes an epistemological shift towards more subtle observations. …”
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The spatial glaciological data infrastructure by T. Y. Khromova, A. A. Medvedev

“…The result of integration of the glaciological data technology application is the series of software and technology solutions. …”
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ANALISIS INTEGRASI DATA PADA RELASIONAL BASIS DATA DENGAN MENGGUNAKAN METODE SCHEMA MATCHING by Rifqi Hammad

“…University is one of the agencies that use information technology to support various business processes. University requires data integration between the systems so that the data available in one system can be used in other systems to support data management. …”
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Advancements in Coded Computation: Integrating Encoding Matrices with Data Shuffling for Enhanced Data Transmission Efficiency by Yuan Shijie

“…This study delves into the fundamental principles, technological advantages, and applications of coded computation, emphasizing the integration of encoding matrices and data shuffling techniques. …”
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On applicability of Bayes' formula by Alexander I. Dolgov

“…And finally, the incorrect results obtained with the application of Bayes' formula are compared to the correct results calculated with the use of the proposed formula modifications by the example of the specific initial data. …”
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A Method of Performance Optimization for Distributed Stream Data Processing in Vehicle Data Peak Scenario by TANG Pengfei, HU Weimin, YANG Yongtao

“…Actual project application results show that this method can effectively solve the problem of performance bottleneck when the processing rate of streaming data cannot keep up with the reading rate in the data flood scenario.…”
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