Protection of personal data of the employee by S. M. Gusarov, K. Yu. Melnyk

“…The entry into employment is preceded by the work of the employer’s personnel service on personnel selection, within which personal information is received from job applicants. The personnel service is also responsible for the collection, processing, storage and use of data about employees. …”
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NORDIC denoising on VASO data by Lasse Knudsen, Lasse Knudsen, Luca Vizioli, Federico De Martino, Lonike K. Faes, Daniel A. Handwerker, Steen Moeller, Peter A. Bandettini, Peter A. Bandettini, Laurentius Huber

“…NOise Reduction with DIstribution Corrected (NORDIC) PCA (principal component analysis) is a denoising technique specifically aimed at suppressing thermal noise, which has proven useful for increasing the SNR of high-resolution functional data. While NORDIC has been examined for BOLD acquisitions, its application to VASO data has been limited, which was the focus of the present study. …”
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On the Application of a Sparse Data Observers (SDOs) Outlier Detection Algorithm to Mitigate Poisoning Attacks in UltraWideBand (UWB) Line-of-Sight (LOS)/Non-Line-of-Sight (NLOS) Classification by Gianmarco Baldini

“…The proposed techniques are applied to two data sets: the public eWINE data set with seven different UWB LOS/NLOS different environments and a radar data set with the LOS/NLOS condition. …”
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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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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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Transforming health care with artificial intelligence: Regulations, challenges, and future directions by Jalees Razavi, Hamza O. Dhafar, Ahmed S. BaHammam

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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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A Robust Enhanced Ensemble Learning Method for Breast Cancer Data Diagnosis on Imbalanced Data by Zhenzhen Wang, Junde Xie, Jia Zhang

“…Addressing class imbalance in breast cancer data is essential for enhancing detection accuracy, yet traditional machine learning methods often overlook this imbalance, limiting their classification performance. …”
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Research on the Bearing Load Measurement Method Based on the Fusion of Redundant Strain Data and Jacking Data by Chengwei Fang, Aihua Liu, Hanhua Zhu, Yibin Deng

“…Secondly, synchronize the measurement of strain data during the jacking phase and fuse the measurement data from the jacking phase based on the Bayesian estimation method to enhance the measurement accuracy of the jack-up method (JM). …”
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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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Data trace as the scientific foundation for trusted metrological data: a review for future metrology direction by Zhanshuo Cao, Boyong Gao, Zilong Liu, Xingchuang Xiong, Bin Wang, Chenbo Pei

“…These traces are especially important when the trust and integrity of potential data evidence are under threat. To this end, this article systematically reviews relevant core techniques and analyzes various detection methods across the different stages of the data lifecycle, evaluating their applicability and limitations in identifying data tampering, unauthorized access, and anomalous operations. …”
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Data circulation security governance from the perspective of data socialization: a five-sphere framework by HUANG Keman, XU Duo, DU Xiaoyong

“…The technology system provides secure technical capabilities for data circulation, the industry system fosters industrial ecosystems to promote cost reduction and efficiency improvement, the standards system reduces coordination difficulties by promoting standardization, the policy system constructs policy mechanisms to provide an innovative environment, and the practice system provides demonstration guidelines to promote application. …”
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Novel Data-Driven PDF Modeling in FGM Method Based on Sparse Turbulent Flame Data by Guihua Zhang, Jiayue Liu, Yuxin Wu, Guangxi Yue

“…To expand the model’s applicable range, a data fusion strategy was applied in different machine learning methods. …”
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The Semantic Reference Data Modelling Method: Creating Understandable, Reusable and Sustainable Semantic Data Models by George Bruseker, Nicola Carboni, Matthew Fielding, Denitsa Nenova, Thomas Hänsli

“…A case study is used to illustrate the framework’s application in the cultural sector, specifically highlighting the advantages obtained in documentation, data consistency, and external data ingestion. …”
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A Centralized Approach to the Logging Mechanisms of Distributed Complex ERP Applications by Cosmin Strilețchi, Petre G. Pop, Christian Gavrilă

“…The applications can be monitored by letting them produce descriptive messages, the corresponding data being logged and usually marked according to their meaning or severity (info, debug, warning, error and fatal). …”
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Synthetic Financial Data: A Case Study Regarding Polish Limited Liability Companies Data by Aleksandra Szymura

“…Finally, the synthetic data were compared with the real ones in terms of statistical properties (e.g. shape of distributions, correlations etc.) and their applicability to machine learning models (PCA method). …”
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Data Fusion of Medical Records and Clinical Data to Enhance Tuberculosis Diagnosis in Resource-Limited Settings by Alvaro D. Orjuela-Cañón, Andrés F. Romero-Gómez, Andres L. Jutinico, Carlos E. Awad, Erika Vergara, Maria A. Palencia

“…The relevance of these strategies was assessed in collaboration with physicians to ensure their practical applicability in clinical decision-making. The results of the data fusion models were compared to determine which source provided more valuable diagnostic information. …”
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Literature Survey on Meteor Burst Communication System by Muhanned AL-RAWI

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The Development of Learning Applications on Linear Equations Using A Contextual Approach by Desti Tatian Putri, Susanti Susanti, Puji Astuti

“…Then, the results of the practicality percentage obtained practical information with an assessment of the practicality of educators of 81.80% and an assessment of the practicality of students of 83.15%. Based on the overall data analysis results, the learning application developed is feasible and can be implemented in the learning process.…”
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