Search Results - data processing methods

A Logarithmic Compression Method for Magnitude-Rich Data: The LPPIE Approach by Vasileios Alevizos, Zongliang Yue, Sabrina Edralin, Clark Xu, Nikitas Gerolimos, George A. Papakostas

“…However, these substantial storage savings come with elevated computational overhead due to LPPIE’s complex numerical operations. The method’s robustness across diverse datasets and minimal scalability limitations underscore its potential for specialized archival scenarios where data fidelity is paramount and processing latency is tolerable. …”
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Research on Multi-source Place Name Data Integration and Update Methods by S. Lin, X. Du, X. Guan, M. Xu, X. Liang, J. Chen, C. Wu, X. Zhou

“…It also uses a multilingual translation method based on a transliteration rule library for foreign language translation, with the addition of collaborative processing verification. …”
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AIR CONTAMINATION PROCESS SIMULATION by Galina Vasilyevna Mishugova

“…The work objective is the development of the mathematical model for analyzing the air pollution process. State reports published in the “Ecological Vestnik of Don” journal are taken as basic data. …”
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Research on the effectiveness of data compression methods in relational and NoSQL DBMS by V. A. Egunov, V. S. Surin, P. S. Stupnitskiy, R. D. Akhmetova

“…This is primarily due to the ability of such systems to store and process huge volumes of data. At the same time, to work effectively with this data, it is necessary to ensure its compression. …”
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Local Differential Privacy Graph Data Modeling Method for Link Prediction by HANQilong, WUXiaoming

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Tool wear monitoring method based on AMIDBOAB and imbalanced data optimization by Guan-Hua Xu, Hong-Yu Wu, Bo Tang, Jun-Long Xu

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Combination of improved acquisition system, processing, velocity model and migration for seismic imaging in areas of intense salt tectonics by A. N. Tiapkina, Yu. K. Tyapkin, E. Yu. Tiapkina

“…Currently, such most progressive elements are wide- and full-azimuth acquisition systems, tilted transversely isotropic velocity model, reverse time migration and special processing techniques that enhance the effectiveness of this method. …”
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Building and Visualising Ordinations of Shape Data in R With Morphospace by Pablo S. Milla Carmona, Oscar E. R. Lehmann, William J. Deakin, Eduardo M. Soto, Ignacio M. Soto

“…While this is routinely used to visualise the main patterns of morphometric data, the lack of a unified approach curbs researchers' ability to make the most of available ordination and visualisation methods. …”
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ELECTRONIC JOURNAL OF EXPERIMENTS FOR ELECTRIC ARC REACTOR by Roman D. Gerasimov, Arseny D. Starikov, Alexander Ya. Pak

“…The relevance of the development lies in the necessity to solve the problems of standardization, storage and digitalization of experimental data. Keeping an observation log with automated processing of some data and measurements is an important component in conducting an experiment. …”
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Information system for assessing the informativeness of an epidemic process features by Ксенія Базілевич, Олена Кіріленко, Юрій Парфенюк, Сергій Яковлев, Сергій Кривцов, Євген Меняйлов, Вікторія Кузнєцова, Дмитро Чумаченко

“…A comparative analysis was performed between the results acquired from both methods, and an information system was designed to facilitate the uploading of data samples and the calculation of factor informativeness impacting the epidemic processes. …”
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Missing value interpolation algorithm for long-term temperature observation data based on data augmentation multiple interpolation method by Xiaolin Liu, Bo Wang, Shuanglong Jin, Zongpeng Song

“…This method can provide a more accurate basis for subsequent data analysis and application.…”
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Interactive Visualization for the GTFS and GTFS-RT Data of Budapest by Róbert Tóth, Márton Ispány, Marianna Zichar

“…The paper contains a well-detailed description of our methods for retrieving and pre-processing the data among statistical features. …”
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Study on farmland information acquisition using wireless remote method and processing system by YU Hai-hong, HE Yong, QIU Zheng-jun

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An Intelligent Sample Selection Method for Space-Time Adaptive Processing in Heterogeneous Environment by Chongdi Duan, Yu Li, Wei Wei Wang

“…The experimental results based on the simulated and measured data show the effectiveness of the proposed method.…”
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The pipelines of deep learning-based plant image processing by Kaiyue Hong, Yun Zhou, Han Han

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Detection of external defects on potatoes by hyperspectral imaging technology and image processing method by Su Wenhao, Liu Guishan, He Jianguo, Wang Songlei, He Xiaoguang, Wang Wei, Wu Longguo

“…Potato external defects were identified through image processing methods, such as threshold segmentation, corrosion, expansion and connectivity analysis.The result showed that the recognition rate of all the seven potato types achieved 82.50% using principal component analysis method of the characteristic wavelengths, however, it was found up to 96.43% using image subtraction algorithm combined with principal component analysis method, indicating that the latter can more accurately identify the defective area.In sum, this image processing method based on hyperspectral image can effectively identify the external defects on potatoes, which can realize the accurate and fast classification of potatoes in the process of actual processing and has a great application prospect in the future.…”
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UKRAINIAN ELITES STRATEGIES TO DONBAS: «BIG DATA»-RESEARCH OF THE FACEBOOK NATIONAL SEGMENT by A. A. Tokarev

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Electromyography Signal Acquisition, Filtering, and Data Analysis for Exoskeleton Development by Jung-Hoon Sul, Lasitha Piyathilaka, Diluka Moratuwage, Sanura Dunu Arachchige, Amal Jayawardena, Gayan Kahandawa, D. M. G. Preethichandra

“…This review presents a comprehensive analysis of the EMG signal processing pipeline tailored to exoskeleton applications, spanning signal acquisition, noise mitigation, data preprocessing, feature extraction, and control strategies. …”
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Evaluation and reliability prediction for highly reliable software and hardware systems: The case of data processing centers by G. V. Petushkov

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Synthesis of a Generalized Algorithm for Processing and Generating Data on Reflected Signals from Complex Targets by Xung Ha Vo, Trung Kien Nguyen, Phung Bao Nguyen, Quang Hieu Dang

“…To investigate reasons for the formation of complex targets and, using the theory of radar image processing, to synthesize an algorithm for processing and generating data on reflected signals from a complex target.Materials and methods. …”
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