Search Results - data processing methods

Development of a Hybrid Meta-Model for Material Selection Using Design of Experiments and EDAS Method by Prasenjit CHATTERJEE, Arnab BANERJEE, Supraksh MONDAL, Soumava BORAL, Shankar CHAKRABORTY

“…DOE and EDAS are used jointly to determine the critical material selection criteria and their interactions by fitting a polynomial to the experimental data in a multiple linear regression analysis. A gear material selection problem is demonstrated to establish the application competence of the DOE-EDAS method. …”
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Free-radical oxidation condition of the patients with infiltrative pulmonary tuberculosis depending on the pathogenetic treatment method by L. A. Shovkun, E. D. Kampos, A. V. Konstantinova, I. M. Franchuk

“…Material and methods: a comparative analysis of treatment efficiency, clinic-laboratory data, and free-radical oxidation indices of 50 patients with active pulmonary tuberculosis, which obtained methyldioxotetrahydropyrimidine sulfonisonicotinoyl hydrazide and a standard pathogenetic therapy, was carried out. …”
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Improvement of teaching economic disciplines to medical students by updating the competency based approach and teaching methods by Galina Vladimirovna Kadakoeva, Ruslan Aslanovich Chemso

“…In the research the following methods were used: formalized analysis, analytical method, systematization method and data synthesis. …”
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LSTM-based prediction method for shape error of steel truss during incremental launching construction. by Zhe Hu, Hao Chen, Chunguang Dong, Qinhe Li, Ronghui Wang

“…Following model updates with measured data, the accumulated prediction error rapidly decreases. …”
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Method for Construction the Diagnostic Features Space of Switched Reluctance Motors Based on Integral Dynamic Models by Fomin O.O., Ruban O.D., Rudkovskyi O.V.

“…The proposed method was tested using the data of the diag-nosis of the switched reluctance motors.…”
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Metro Shield Machine Attitude Prediction Method Integrating Excavation Index and Support Vector Regression by ZHANG Zhen, LIANG Jie, ZHANG Yulong, CHEN Tie, LIU Gang

“…Predicting the attitude of shield machine in the construction process is the premise for timely adjusting the attitude, but most of the existing prediction models have problems such as poor interpretability and high data requirements. …”
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Learning-Based 3D Reconstruction Methods for Non-Collaborative Surfaces—A Metrological Evaluation by Ziyang Yan, Nazanin Padkan, Paweł Trybała, Elisa Mariarosaria Farella, Fabio Remondino

“…., reflective, transparent, metallic, etc.) surfaces are common in industrial production processes, where 3D reconstruction methods are applied for quantitative quality control inspections. …”
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Digital Twin Control Method of Machine Tool Feed Rate Based on Fuzzy Neural Network by YIN Jia, BAI Lele, TIAN Hui, WU Shijie, Hou Guijin, TANG Yuyang, LIU Hongguang, ZHANG Jun

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Challenges in Implementing Nursing Theory-based Practice in Clinical Care: A Mixed-Method Study by Joyce Joseph, Suganya Panneerselvam, Vaishali Raipuriya

“…Aim: This study aimed to explore the barriers to implementing Nursing Theory-based Practices in the clinical setting among nursing personnel working at a tertiary care center in India. Methods: A convergent parallel mixed-method study was conducted using a simple random sampling (quantitative phase) of 325 nursing personnel and a nonprobability convenient sampling (qualitative phase) of 6 nursing personnel at a tertiary care center in East-central India. …”
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Model of Factors Related to Job Plateauing in Employees of Ministry of Education: A Mixed Method Study by Mohadeseh Salari, Mehdi Bagheri, Serajoddin Serajoddin Mohebbi

“…This study has been undertaken with the objective of examining the analytical elements associated with the career plateauing of educational personnel and formulating an appropriate model in this context. Methods: The methodology employed in this inquiry is predicated on objective criteria within the applied research framework, wherein the classification of data collection temporal criteria aligns with descriptive-relational research, executed through a mixed-method approach to elucidate, describe, and model the phenomenon. …”
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Exploring the Correlation Between Interatomic Bonding and Corrosion Resistance of Metallic Alloys via Combinatorial Method by Liwei Hu, Fucheng Li, Weijie Xie, Chao Wang, Mingxing Li, Gang Wang, Yanhui Liu

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Comprehensive Evaluation Method for Importance of Epidemic Prevention in Chinese Cities Considering Population Mobility Network by Bing Li, Jie Zhang, Ziye Xiang

“…In this study, a comprehensive evaluation index system is constructed based on a population mobility network, and the improved entropy weight method and analytic hierarchy process are used to obtain the comprehensive weights. …”
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Study of methods for state regulation of prices and costs of the health care system for medicines in the United Kingdom by A. A. Leshkevich, D. S. Yurochkin, Z. M. Golant, I. A. Narkevich

“…Objective: analysis of state regulation of prices and costs for the purchase of medicines (drugs) in the United Kingdom (UK), and proposal development to improve the processes of state regulation of manufacturers’ marginal registered prices of medicines included in the list of vital and essential drugs approved in the Russian Federation.Material and methods. …”
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Streamlining one-dose package-handling process improves operational efficiency when dispensing drugs: A retrospective study by Takahiro Kato, Miki Kato, Kazuyo Nagashiba, Masayuki Takeuchi, Masafumi Onishi

“…This study explores factors affecting pharmacist efficiency in dispensing. Methods: 77Daily reports from our hospital pharmacy (December 1, 2020–November 30, 2021) were retrospectively analyzed. …”
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Dynamics of the COVID-19 Epidemic Process and other Acute Respiratory Viral Infection in the Russian Far East (2019–2023) by A. A. Yakovlev, A. V. Shafigullin, A. F. Popov, M. Yu. Shchelkanov

“…Materials and methods. The material for the study was data on morbidity taken from state reports "On the state of sanitary and epidemiological welfare of the population" for the subjects of the Far Eastern Federal District and in the Russian Federation, and Internet sources for 2019 – 2023. …”
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The smart city concept as a method of building urban resilience to threats: Evidence from Poland by Wioletta Sylwia Wereda, Natalia Moch, Andrzej Skwarski

“…Quantitative and qualitative research methods were used in the research process. The data for the analysis were obtained using a diagnostic survey (CAWI and CATI methods) using the questionnaire survey technique. …”
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Assess the Variability and Robustness of an Aluminum-Based Adsorption–Precipitation Method for Virus Detection in Wastewater Samples by Lorena Casado-Martín, Marta Hernández, José M. Eiros, Antonio Valero, David Rodríguez-Lázaro

“…These findings highlight the importance of process controls, confirming the robustness of the methodology, and identifying key parameters that should be considered in future studies for improved data interpretation.…”
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A Phase Error Compensation Method for High-Rise Targets in High-Resolution SAR Images by JiaDong Deng, Wei Yang, HongCheng Zeng, YaMin Wang, Jiayi Guo, Wei Xiong, Min Liu, Jie Chen, Wei Liu

“…Experimental results using both simulation and actual SAR data show that the proposed algorithm outperforms the existing methods in terms of both efficiency and focusing quality.…”
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Carbon emission prediction method for expressway construction period based on PSO-BP neural network by Quansheng ZHAO, Fei LI, Feng′ai GUO, Jianyou YU, Shizhao XU, Yunpeng HU, Xiaomeng CHU

“…The 12 key indicators, including route length, subgrade length, pavement length, tunnel length, bridge and culvert length, interchange length, excavation volume, filling volume, diesel consumption, cement consumption, crushed stone consumption and steel consumption, were refined from the four dimensions of project length, construction, energy consumption and material consumption using the analytic hierarchy process (AHP). The data from 36 highway projects were used as empirical samples for model training, and a comparative analysis was conducted based on error indicators. …”
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Using an image segmentation and support vector machine method for identifying two locust species and instars by Shuhan LU, Si-jing YE

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