Search Results - data processing methods

Graph technologies in an intelligent system of complex analysis of data from Internet sources by I. I. Piletski, M. Р. Batura, L. Y. Shylin

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METHOD FOR EVALUATING THE EFFICIENCY OF UPGRADING SPECIALIZED INFORMATION SYSTEMS by Alina Mikhnova, Dmutro Mikhnov, Kateryna Chyrkova

“…The following results were obtained: a method of evaluating the effectiveness of modernization of automated workingplaces of specialized information systems, which can be applied to organizations whose performance indicators are directly dependent on the completeness and reliability of the primary data of business processes, is proposed;; the calculation of the rational version of the modernization of the automated workingplaces of the specialized information system of the regional blood service center with limited financing of the system modernization using the method was performed. …”
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A novel transformer health state direct prediction method based on knowledge and data fusion‐driven model by Peng Zhang, Guoliang Zhang, Fei Zhou, Xiaoyu Fan, Yi Zhang, Zexu Du

“…To fill this gap, a novel direct prediction method of a transformer state based on knowledge and data fusion‐driven model (K&DFDM) is proposed in this paper. …”
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A METHOD OF ESTIMATION THE PARAMETERS OF THE AQUIFERS BASED ON THE DATA OF TESTING FILTRATION WORKS UNDER CONDITIONS OF HYDRAULIC COUPLING by A. V. Malkov, I. M. Pershin, I. S. Pomelyayko

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A Framework for Gold Price Prediction Combining Classical and Intelligent Methods with Financial, Economic, and Sentiment Data Fusion by Gergana Taneva-Angelova, Stefan Raychev, Galina Ilieva

“…Key advantages of the framework include its ability to handle multiple data types, apply a structured variable selection process, employ diverse model families, and support model hybridisation and meta-modelling, providing practical guidance for investors, institutions, and policymakers.…”
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A Fault Detection Method for Multi-Sensor Data of Spring Circuit Breakers Based on the RF-Adaboost Algorithm by Chuang Wang, Peijie Cong, Sifan Yu, Jing Yuan, Nian Lv, Yu Ling, Zheng Peng, Haoyan Zhang, Hongwei Mei

“…This paper proposes a multi-sensor data fusion fault detection method based on the RF-Adaboost algorithm for spring-operated circuit breakers. …”
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A Real Data-Driven Fault Diagnosing Method for Distribution Networks Based on ResBlock-CBAM-CNN by Yuhai Yao, Hao Ma, Cheng Gong, Yifei Li, Qiao Zhao, Ning Wei, Bin Yang

“…This model combines raw on-site measurements, processed data, and external environmental information to extract relevant fault-related details. …”
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A Proposed Method for Deep Learning-Based Automatic Tracking with Minimal Training Data for Sports Biomechanics Research by Daichi Yamashita, Minoru Matsumoto, Takeo Matsubayashi

“…<b>Background:</b> This technical note proposes a deep learning-based, few-shot automatic key point tracking technique tailored to sports biomechanics research. <b>Methods:</b> The present method facilitates the arbitrary definition of key points on athletes’ bodies or sports equipment. …”
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New interpretation methods for rockhead determination using passive seismic surface wave data: Insights from Singapore by Yu Zhang, Jian Chu, Shifan Wu, Kiefer Chiam

“…This study proposes three interpretation methods for rockhead determination using passive seismic surface wave data from Microtremor Array Measurement (MAM) and Horizontal-to-Vertical Spectral Ratio (HVSR) tests. …”
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A Data-Driven Front Tracking Algorithm for Autonomous Undersea Vehicles by Jieyang LU, Yongpeng WEN, Qian GUO, Xinke ZHU, Junsheng JIAO

“…To validate the effectiveness of the algorithm, simulation tests were conducted using real ocean front data. The results indicate that compared to other methods, this algorithm exhibits superior accuracy and speed in tracking ocean fronts, thereby satisfying the demand for efficient autonomous observation by AUV.…”
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PERFECTING OF TECHNOLOGY OF PROCESSING HIGHLY MINERALIZED WATERS ON THE BASIS THEORIES OF SCHEDULING EKSPERIMENOV AT THERMAL METHODS OF INCREASE IN OIL RECOVERY by N. I. Stoyanov, A. I. Voronin, E. V. Shaposhnikov

“…Citing as an example a method of the continuous multistage softening on fundamentals of technology of the filters of the continuous action (FCA) the Analysis of methods and schemes of ion-exchange processing of salt waters shows that deep softening by the Na method - cation exchange received broad development owing to the following technological advantages. …”
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Machine Learning Approaches for Data-Driven Self-Diagnosis and Fault Detection in Spacecraft Systems by Enrico Crotti, Andrea Colagrossi

“…Fault scenarios are defined based on potential failures in these elements, guiding the data-driven feature extraction and labeling process. …”
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The methodical approach to the study of the housing market of urban agglomerations of the “second-tier” by S. A. Kozhevnikov, N. V. Voroshilov, I. A. Kryukov

“…General scientific (analysis, synthesis, structural-functional), economic and statistical methods (identification of development trends, assessment of the integration of local housing markets), monographic analysis (research of approaches to market analysis), analysis of the regulatory framework were used.Results: the methodological approach to the study of the housing market of agglomerations is proposed and tested, the peculiarity of which is its analysis in a spatio-temporal projection based on analytics of Rosstat data and specialized information resources. …”
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Real-time Semantic Segmentation Method Based on Improved Feature Fusion by WANG Xiao yu, LI Zhi bin

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AccelSquare: Acceleration of a Movement at Non-linear Areas Estimator for Teaching and Learning Processes by Aina Zulaikha Alauddin, Nurrin Shafiya Shaharin, Nurzalina Harun, Zubaidah Sadikin, Sidik Rathi, Nur Zafirah Mohd Sidek, Siti Rahimah Batcha, Mohd Agos Salim Nasir

“…People who involve in the learning and teaching processes can be exposed to this prototype to facilitate the processes. …”
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Adding word sense awareness to computer-assisted language learning methods: a tailor-made word sense disambiguation method for Spanish as a foreign language by Jasper Degraeuwe, Patrick Goethals, Arda Tezcan

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Extended Photoionization Cross Section Calculations for C III by V. Stancalie

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Experience in applying large language models to analyse quantitative sociological data by E. G. Ashikhmin, V. V. Levchenko, G. I. Seletkova

“…The article also discusses the role of the LLM in empowering the sociological research, especially in the areas of analysing big data and discovering hidden patterns. Finally, the authors suggest paths for future research in the application of the LLM in sociology, including the development of new methods and tools for integrating the LLM into the sociological research.…”
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Using Graph Mining Method in Analyzing Turkish Loanwords Derived from Arabic Language by Abbood Kirebut Jassim, Muneam Jabbar Hamzah, Ahmed Hussein Aliwy

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