Výsledky vyhledávání - S.I.: Reliability Modeling with Applications Based on Big Data

Preface: reliability modeling with applications based on big data Autor Lin, Yi-Kuei, Pham, Hoang

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RELIABILITY MODELING BASED ON INCOMPLETE DATA: OIL PUMP APPLICATION Autor Ahmed HAFAIFA, Belhadef RACHID, Mohamed BOUMEHRAZ

“… However, in most practical cases the data used in reliability modelling are incomplete or not reliable…”
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A convex modelling based reliability analysis of rock structures with limited data of inputs modelled via alternative uncertainty models: Application for rock slopes Autor Maurya, Surabhi, Tiwari, Gaurav

“…Reliability methods are used to deal with the variability in rock properties. These methods require probabilistic characteristics of properties, to be estimated via large quantities of objective data…”
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Hartford Steam Boiler Inspection and Insurance Co Files Patent Application for Improving Future Reliability Prediction Based on System Operational and Performance Data Modeling

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Modeling Residential Energy Consumption: An Application of IT-Based Solutions and Big Data Analytics for Sustainability Autor Emrouznejad, Ali, Gholami, Roya, Nishant, Rohit

“… To fill these gaps in literature, the authors investigate two research questions: (RQ1) Does a data mining approach outperform traditional statistical approaches for modelling residential energy consumption? (RQ2…”
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Manufacturing Big Data Modeling Algorithm Based on GM (1,1) - LSTM and Its Application in Sales Forecasting Autor Long, Yinren, Xiao, Yi, Ren, Hongru, Lu, Renquan

“…) model and the long short-term memory (LSTM) neural network model are combined and optimized, and the sales of a brand of cars from January 2019 to September 2022 are used as sample data, and the car sales in the next three months are predicted…”
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Evolutionary computation-based reliability quantification and its application in big data analysis on semiconductor manufacturing Autor Xu, Qiao, Yu, Naigong, Hasan, Mohammad Mehedi

“…Big data analysis of wafer maps in semiconductor manufacturing is essential for process reliability assessment, it is an important means of fault diagnosis in manufacturing…”
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The oil reservoir modeling based on big data: Technical applications and future development directions Autor Ning, Dongbo, Liu, Zhihong, Zhang, Fugui, Feng, Yan

“… This paper systematically reviews the key applications of big data in oil reservoir modeling, covering crucial stages such as data acquisition, preprocessing, data fusion, and integration…”
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A decision tree based approach towards adaptive modeling of big data applications Autor Giannakopoulos, Ioannis, Tsoumakos, Dimitrios, Koziris, Nectarios

“…The advent of the Big Data era has given birth to a variety of new architectures aiming at applications with increased scalability, robustness and fault tolerance…”
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Federated Learning-based Route Choice Modeling for Preserving Driver’s Privacy in Transportation Big Data Application Autor Shim, Jisup

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Design and Analysis of Big Data Application Scenarios Based on Mathematical Modeling Path Autor Gao, Nan

“…This paper is based on the construction and complexity analysis of big data application scenarios based on the path of mathematical modeling…”
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Stacking Based LightGBM-CatBoost-RandomForest Algorithm and Its Application in Big Data Modeling Autor Wang, Zhihong, Ren, Hongru, Lu, Renquan, Huang, Lirong

“…Recent years, the application of big data model prediction in various fields has been increasing, but the improvement of model accuracy has always been a major problem…”
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Knowledge Graph Construction for Big Data Management and Applications Based on RoBERTa-BiLSTM-CRF Modeling Autor Yan, Li, Tao, Huang, Xiang, Li

“… In this paper, we propose a professional knowledge mapping method based on RoBERTa-BiLSTM-CRF model for big data management applications, which can effectively solve the above problems, and can more accurately identify the management relationship between the knowledge points in the core courses, help learners better understand and memorize the knowledge, and then establish the linkage of knowledge and the overall framework…”
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Big Data Modeling Based on KNN-RF-SVM and Its Application in Product Sales Forecasting Field Autor Zhang, Chen, Ren, Hongru, Lu, Xiuhua, Yuan, Qunyao, Lu, Renquan

“…For the past few years, the big data prediction model has been extensively applied to our life…”
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Multidimensional Quantitative Measurement Analysis of Big Data Application Ability based on Mathematical Modeling Path Autor Wang, Changhui

“…Based on the multi-dimensional quantitative measurement of the application ability of big data modeling ideas based on the mathematical modeling path, this paper briefly explains the importance…”
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Application of Computer Big Data Modeling Based on Lagrangian Mathematical Equation in the Village Cultural Industry Model Autor Zhang, Xiaodong, Peng, Changrong, Liu, Qian, Ma, Yichu

“…To understand the Lagrangian mathematical equation, the author proposes an application study of big data modeling in the village cultural industry model…”
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Manufacturing Big Data Modeling Based on KNN-LR Algorithm and Its Application in Product Design Business Domain Autor Xiao, Yi, Ren, Hongru, Lu, Renquan, Cheng, Shen

“…In product life cycle, it is very important to use the manufacturing big data to build prediction model and apply it to predict whether the design task of the product can be completed within the specified time…”
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How to Integrate Financial Big Data and FinTech in a Real Application in Banks: A Case of the Modeling of Asset Allocation for Products Based on Data Autor Zhuo, Jinwu, Li, Xinmiao, Yu, Changrui

“… financial big data and fintech in a real application for a bank. Firstly, we establish a single objective linear programming model with the percent of assets in products…”
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Biochar application to reduce CO2 emissions from farmland and increase crop yields: a 22-year study based on big data analysis and ideal scenario modeling Autor Chen, Can, Wang, Kexin, Cai, Peng, Dai, Zaiqiang

“… Taking farmland in northern China as the research object, this paper studied the impact of biochar application on soil CO 2 emission potential and crop yield in farmland in northern China through big…”
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INTERNATIONAL PATENT: JIANGSU GFOUND INFORMATION TECHNOLOGY CO., LTD FILES APPLICATION FOR "AI MODELING SYSTEM AND METHOD FOR POLICY PROFILING BASED ON BIG DATA"

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