Search Results - data processing methods

Application of artificial neural networks for saturation correction in current and voltage transformers by E. A. Temnikov, K. I. Nikitin

“…The paper describes methods for training neural networks using historical data, modeling transformer operation under various conditions, and developing algorithms for correcting distortions caused by saturation.…”
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Optimizing context-based location extraction by tuning open-source LLMs with RAG by Zifu Wang, Yahya Masri, Anusha Srirenganathan Malarvizhi, Tayven Stover, Samir Ahmed, David Wong, Yongyao Jiang, Yun Li, Mathieu Bere, Daniel Rothbart, Dieter Pfoser, David Marshall, Chaowei Yang

“…Text data such as news from media include different types of geographic information, represented by location, that indicates the whereabout of events or phenomena. …”
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MIMO-ISAC Precoding Design Toward Random Signals by Fan LIU, Shihang LU, Zihao CHEN

“…To address this issue, we delve into random ISAC signal processing methods and propose a joint transceiver precoding optimization design for Multiple-Input Multiple-Output ISAC (MIMO-ISAC) systems. …”
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CONCEPTUAL MODEL OF SYSTEM ANALYSIS OF THE QUALITY OF VOCATIONAL TEACHER TRAINING by Oleksandr Derevyanchuk

“…The purpose of the article is to develop a conceptual model of system analysis of the quality of vocational teacher training, which makes it possible to identify, structure, and represent cause-and-effect relationships between key components of the educational process to increase its effectiveness. Special attention is paid to the integration of digital technologies and methods of educational data mining into the modelling process. …”
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Resilient Multimedia Embedding in DICOM Images: A Robustness Evaluation Under Multiple Attacks by Ramyashree, P. S. Venugopala, S. Raghavendra, Vijay S. Kubihal, B. Ashwini

“…The results demonstrate the resilience of the embedded data against various forms of attacks, providing insights into the effectiveness and security of the proposed method. …”
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Learning Online MEMS Calibration with Time-Varying and Memory-Efficient Gaussian Neural Topologies by Danilo Pietro Pau, Simone Tognocchi, Marco Marcon

“…The real-time sensor data are subject to errors, such as time-varying bias and thermal stress. …”
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Financial Sentiment Analysis and Classification: A Comparative Study of Fine-Tuned Deep Learning Models by Dimitrios K. Nasiopoulos, Konstantinos I. Roumeliotis, Damianos P. Sakas, Kanellos Toudas, Panagiotis Reklitis

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A Novel Approach to Automated Mapping Subweekly Calving Front of Petermann Glacier (2016–2023)—Using Sentinel-2 Satellite Data and Segment Anything Model (SAM) by Daan Li, Liming Jiang, Shun Cai, Ronggang Huang, Xi Lu

“…Furthermore, it eliminates the requirements of data preprocessing, manual annotation, and model training compared with traditional methods. …”
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Ethics of Artificial Intelligence and Robotics: Key Issues and Modern Ways to Solve Them by N. Yadav

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Business metrics in the age of digitalization: new challenges and opportunities by I. N Belousov, U. A. Borovy, K. G. Gladkov

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Quantification of Flavonoid Contents in Holy Basil Using Hyperspectral Imaging and Deep Learning Approaches by Apichat Suratanee, Panita Chutimanukul, Kitiporn Plaimas

“…Traditional quantification methods rely on time-consuming and destructive extraction processes, whereas hyperspectral imaging provides a rapid, non-destructive alternative by analysing spectral signatures. …”
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Development of Political Statistics: Conceptual Foundations for the Formation of a System of Indexes by L. Yu. Arkhangelskaya, V. N. Salin

“…The formation of a social state, the formation of civil society, the development of a multi-party system and public associations, including in the form officially registered of political parties (PP) and socially oriented non-profit organizations (SO NPO), the emergence of new channels of communication between the population and its active part – the electorate and the state authorities in the Russian Federation, modern trends in the development of a multipolar world and changes in the forms and types of foreign policy relations – all these phenomena and facts of social life become new objects of research of one of the oldest branches of social statistics: political statistics (PS), which makes necessary the formation of updated system of indexes for this branch of statistical science.   Materials and methods. The conceptual basis for structuring sections of the PS, identifying a specific subject, method and research objectives, defining a system of indexes within each section of the PS and the relationships between these modules are presented in the form of an information and logical diagram of subsystems of indexes with the definition of algorithms for their calculation and data sources for their construction.   …”
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Challenges and Threats of the Digital Economy to the Sustainability of the National Banking System by M. N. Dudin, S. V. Shkodinsky

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The Effects of Health Information Technology on Quality of Care in Emergency Departments: A Systematic Review by Clemens Scott Kruse, Michael Mileski, Brooke Herzog, Leah M. Frye, Jackson R. Spencer, Elizabeth A. Stevenson

“…Methods This systematic review was conducted between June 2020 and January 2021 using the Kruse Protocol. …”
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Artificial Neural Networks for Residual Capacity Estimation of Cycle-Aged Cylindric LFP Batteries by Pasquale Franzese, Diego Iannuzzi, Roberta Merolla, Mattia Ribera, Ivan Spina

“…Additionally, the robustness of the approach is validated by testing the trained ANN on data from a second battery cell subjected to a distinct aging process, which was entirely unseen during training. …”
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Center of Sums based Defuzzifier Unit VLSI Architecture by Asim Majeed Murshid

“… Defuzzification is a process of getting a crisp value from the fuzzy data. …”
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The Nonlinear Vibration Response of Umbrella-Shaped Membrane Structure Under Heavy Rainfall Loads by Zhongwei Luo, Zhoulian Zheng, Rui Yang, Peng Zhang

“…Data and methods are provided for the design and construction of the membrane structure as a reference. …”
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An Improved GPU-accelerated MPM and Application in Landslide Modelling by WANG Bin, CHEN Penglin, WANG Di, XU Shunxin, XU Zikai, WU Jindong

“…This study proposes an improved GPU acceleration strategy for MPM by incorporating modular programming concepts, efficient data structures, and data competition handling methods to establish a high-performance and easily extendable program architecture. …”
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RGB and Point Cloud-Based Intelligent Grading of Pepper Plug Seedlings by Fengwei Yuan, Guoning Ma, Qinghao Zeng, Jinghong Liu, Zhang Xiao, Zhenhong Zou, Xiangjiang Wang

“…Therefore, this study proposes an intelligent grading method for pepper plug seedlings based on RGB and point cloud images, enabling precise grading using both RGB and 3D point cloud data. …”
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Penerapan Metode Resitasi dan Diskusi untuk Meningkatkan Prestasi Belajar Mahasiswa Program Studi Ilmu Keperawatan Universitas Galuh by Daniel Akbar Wibowo, Yoni Hermawan

“… The purpose of this study was to examine: 1) the implementation of recitation and discussion to improve student’s achievements; and 2) whether the presence of implementation recitation and discussion methods can improve student’s achievements. This study used a class action research design with data collection using observations and field notes and analysis techniques to perform data reduction, inference, the follow-up stage and making conclusions. The results showed the recitation and discussion methods is one of methods that can be used to improve student understanding of a subject. …”
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