Leveraging Generative Text Models and Natural Language Processing to Perform Traditional Thematic Data Analysis by Isil Anakok, Andrew Katz, Kai Jun Chew, Holly Matusovich

“…Using a case study, we illustrate the application of this workflow to a real-world dataset. …”
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Fertilizer Experimentation, Data Analyses, and Interpretation for Developing Fertilization Recommendations — Examples with Vegetable Crop Research by George Hochmuth, Ed Hanlon, Allen Overman

“…Fertilizer recommendations contain several important factors, including fertilizer form, source, application timing, placement, and irrigation management. …”
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Video surveillance legislation in the EU and Slovenia: privacy rights, security needs, and data protection challenges by Benjamin Lesjak, Mateja Savić

“…The paper shares the idea that harmonizing legislation across the EU helps ensure the balance between security and privacy rights, with significant practical implications in the creation of standardized policies and guidelines for the operation of video surveillance systems regarding European Data Protection Board opinions. The originality of this paper lies in its selected analysis of EU legislation and its practical application in Slovenian legislation. …”
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Multi-function supported privacy protection data aggregation scheme for V2G network by Baiji HU, Xiaojuan ZHANG, Yuancheng LI, Rongxin LAI

“…In view of the problem that the functions of the current privacy protection data aggregation scheme were insufficient to meet the increasingly rich application requirements, a multi-function supported privacy protection data aggregation (MFPDA) scheme for V2G network was proposed.By using cryptographic algorithms such as BGN, BLS, and Shamir’s secret sharing, as well as fog computing and consortium blockchain technology, multiple security functions like fault tolerance, resistance to internal attacks, batch signature verification, no need for trusted third parties, and multiple aggregation functions were integrated into one privacy protection data aggregation scheme.Security analysis shows that the proposed scheme can protect data aggregation’s security, privacy and reliability.The performance evaluation shows that the introduction of fog computing can significantly reduce the computing overhead of the control center, and the reduction rate can be as high as 66.6%; the improvement of the consortium blockchain can effectively reduce the communication and storage overhead of the system, and the reduction rate can reach 16.7% and 24.9% respectively.…”
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Use Case of Non-Fungible Tokens (NFTs): A Blockchain Approach for Geological Data Dissemination by Muhammad Aufaristama

“…The application of blockchain technology and Non-Fungible Tokens (NFTs) into geology offers potential for the preservation, management, and dissemination of geological data. …”
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Geometric Evaluation of GeoTIFF Worldview-2 Image Data Acquired Over Sea of Marmara by G. Buyuksalih, C. Gazioglu, K. Jacobsen

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All-day cloud property and occurrence probability dataset based on satellite remote sensing data by Longfeng Nie, Yuntian Chen, Dongxiao Zhang

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Inverting magnetotelluric data using a physics-guided auto-encoder with scaling laws extension by Lian Liu, Bo Yang, Yi Zhang

“…While a well-trained ANN can deliver near-instantaneous results, offering substantial computational advantages, its practical application is often limited by difficulties in accurately fitting observed data. …”
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Predictive Model to Analyse Real and Synthetic Data for Learners' Performance Prediction Using Regression Techniques by SHABNAM ARA S.J, Tanuja R, Manjula S.H

“…Our methodology encompasses the generation of synthetic data via generative model, followed by the application of these algorithms to each data set. …”
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An effective library website: a data-driven approach to its management using analytical tools by О. M. Udartseva

“…This article is devoted to topical issues of increasing the efficiency ofa library website and the introduction of a data-driven approach. A data driven approach is considered as a management strategy for the development of a site in a web environment, based on data from web analytical tools as the basis for decision-making. …”
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Research on the Communication Management Mechanism of a Data-centric Vital Computer Platform for Rail Transit by TAO Yuan, DAI Fei, YAN Guang, DAI Xichang

“…Experiments show that the data-centric vital computer platform features high throughput and low latency, which can meet the requirements of real-time and high-performance applications of rail transit signal systems.…”
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GPU-Based 3D Cone-Beam CT Image Reconstruction for Large Data Volume by Xing Zhao, Jing-jing Hu, Peng Zhang

“…For extra large data volume exceeding the physical graphic memory of GPU, a straightforward compromise is to divide data volume into blocks. …”
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Data Collection and Remote Control of an IoT Electronic Nose Using Web Services and the MQTT Protocol by Juan J. Pérez-Solano, Antonio Ruiz-Canales

“…The deployment of such devices often requires the possibility of having remote access over the Internet to manage their operation and to collect the sampled data. In this context, the application of web technologies to the monitoring and supervision of these systems connected to the Internet, which can be considered as an Internet of Things (IoT) device, offers the advantage of not requiring the development of client-side applications. …”
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Evaluation and Verification of the Global Rapid Identification of Threats System for Infectious Diseases in Textual Data Sources by Andrew G. Huff, Nathan Breit, Toph Allen, Karissa Whiting, Christopher Kiley

“…GRITS analyzes these textual data sources by identifying, extracting, and succinctly visualizing epidemiologic information and suggests potentially associated infectious diseases. …”
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Central Limit Theorem for Conditional Mode in the Single Functional Index Model with Data Missing at Random by Anis Allal, Abdessamad Dib, Abbes Rabhi

“…Additionally, we establish the asymptotic normality of the derived estimators proposed under specific mild conditions, relying on standard assumptions in Functional Data Analysis (FDA) for the proofs. Finally, we explore the practical application of our findings in constructing confidence intervals for our estimators. …”
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Bridging Data Gaps in Emergency Care: The NIGHTINGALE Project and the Future of AI in Mass Casualty Management by Marta Caviglia

“…By securing these resources, we can enhance the efficiency and adaptability of AI applications in emergency care, bridging the current data gaps and ultimately improving outcomes during critical situations.…”
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An Evaluation Method of Road Link Functionality Using Individual Trajectory Data and Weighted Network Analysis by Jisup Shim, Jiho Yeo

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METHODS OF APPROXIMATION OF FUNCTIONS BY GENERALIZED POLYNOMIALS IN NUMERICAL ANALYSIS PROBLEMS RELATED TO CALCULATIONS ON APPROXIMATE DATA by Igor Eduardovich Naats, Victoria Igorevna Naats, Elena Pavlovna Yartseva

“…The practical significance of the results is that the proposed methods and approaches can be used in applied problems of the theory of approximation of functions, problems of applied analysis and boundary value problems of mathematical physics, using approximately given initial data obtained in the course of physical experiments or empirical functions.…”
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I-MPaFS: enhancing EDoS attack detection in cloud computing through a data-driven approach by Md. Sharafat Hossain, Md. Alamgir Hossain, Md. Saiful Islam

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DATA-DRIVEN DECISION MODELING AND SUSTAINABLE COMPETITIVENESS IN THAI SMES IN WELLNESS AND BEAUTY SECTOR: AN OPERATIONAL RESEARCH FRAMEWORK by Jaruwan Lim, Sumaman Pankham

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