Research on Real Time Data Processing and Application of Urban Rail Train by ZENG Gaoping, WANG Lei

“…With the rapid development of urban rail transit in China, the demand for safe and intelligent operation is growing. According to the actual operation needs of urban rail train, this paper builds a real-time streaming data processing architecture for intelligent operation and maintenance adopting technologies such as big data, mobile internet, internet of things, and micro-services. …”
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Data Analysis Software Implementation of Wireless Locomotive Reconnection Based on Zlib by LI Tiebing, LEI Mansheng, LEI Zhifang, SHEN Hongping

“…A data analysis software solution for the recorder was presented and implemented from software’s decompression algorithm, software architecture, data routing. …”
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Analysis on Lane Capacity for Expressway Toll Station Using Toll Data by Haolin Wang, Fumin Zou, Junshan Tian, Feng Guo, Qiqin Cai

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Mobile user behavior analysis system and applications based on big data by Hongxun GU, Ke YANG

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Local public investment drivers in Morocco: A panel data analysis by Hicham El Bakkali, Rizlane Guati

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Anomaly Detection Algorithms for Real-Time Log Data Analysis at Scale by Andras Horvath, Andras Olah, Attila Pinter, Balint Siklosi, Gergely Lukacs, Istvan Z. Reguly, Kalman Tornai, Tamas Zsedrovits, Zoltan Mathe

“…In recent years, Artificial Intelligence for IT Operations (AIOps) has gained popularity as a solution to various challenges in IT operations, particularly in anomaly detection. …”
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Application of data envelopment analysis in a small-scale transportation network. by McWatters, A.

“…Further optimizing small-scale bus networks has proven to be an obstacle in linear programming over the previous decade. Data Envelopment Analysis (DEA) is a mathematical approach designed to organize a system’s inputs and outputs and determine the efficiency of its decision-making units. …”
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Cognitive diagnostic analysis of mathematics key competencies based on PISA data. by Yi Zhang, Baixiang Zhao, Min Jian, Xiaopeng Wu

“…Taking the PISA 2012 dataset in mathematics from Shanghai, Hong Kong, Macau and Taiwan as the research subject, this study constructed a cognitive model with the attributes of Mathematical Abstraction, Logical Reasoning, Mathematical Modeling, Intuitive Imagination, Mathematical Operation and Data Analysis, and made an analysis of the mastery of students' mathematical competencies of different attributes in four regions, and the learning paths of the students' mathematical competencies were constructed. …”
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Electro-fermentation for biopolymers production: trends determination with bioinformatics data analysis by Chernysh Y., Bataltsev Y., Shen X.-J., Bohdanovych O., Yakhnenko O.

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Reducing Vacuum Charge Test Time Using Exploratory Data Analysis by Tuğba Demircan Kutluay, Süleyman Eken

“…In this study, the vacuum test station that created a bottleneck was determined by analyzing the production process in an exploratory way. Through exploratory data analysis, it was possible to perform an initial data investigation to discover patterns, spot anomalies, test hypothesis, and check assumptions with the help of summary statistics and graphic representations. …”
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Design and Application of an Automatic Data Analysis Module for Urban Rail Vehicles by DEND Jian

“…In the command system related to the operation and maintenance of urban rail vehicles, data analysis is the basis for real-time vehicle monitoring and state analysis. …”
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Research on flight detection and data compliance analysis methods for ice meteorological by DING Junliang

“…Based on statistical analysis of detection data, the selection criteria for meteorological conditions for natural icing flight test of civil aircraft are determined. …”
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Data Centers With Direct Liquid‐Cooled Servers: Experimental Analysis and Modeling by Maximilian Stahlhut, Markus Sekulla, Peter Großöhme, Axel Auweter, Thorsten Urbaneck

“…ABSTRACT Data centers worldwide face rising electricity consumption, with a substantial portion used for cooling IT components. …”
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Manufacturing Process Optimization Using Open Data and Different Analysis Methods by Md Tahiduzzaman, Angkush Kumar Ghosh, Sharifu Ura

“…Specifically, an open data source pertaining to turning operations, comprising 1013 records related to tool wear, is studied. …”
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Analysis of Sluice Foundation Seepage Using Monitoring Data and Numerical Simulation by Fan Xuefeng, Zhenyu Wu, Liu Lijun, Yanfeng Wen, Shu Yu, Zhao Zepeng, Zefa Li

“…For sluices built on soil foundations, seepage safety of the foundation is one of the most concerns during operation of sluices. Monitoring data could reflect the real seepage behavior in the foundation, but of which the shortcoming is that generally only the local seepage states can be measured. …”
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Analysis of Waves in the Oman Sea Using Numerical Software and Field Data by Homayun Kalantari, Kamran Lari, Afshin Mohseni Arasteh, Masoud Torabi Azad

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Regional trending topics mining from real time Twitter data for sentiment, context, network and temporal analysis by Mousumi Hasan, Mujiba Shaima, Quazi Saad ul Mosaher

“…Using machine learning techniques combined with the VADER algorithm, we conducted a comprehensive analysis involving text, metadata, contextual cues, media, links, and historical data. …”
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Association between blood heavy metal levels and COPD risk: a cross-sectional study based on NHANES data by Xingshi Hua, Xingshi Hua, Lingyun Zhu, Lingyun Zhu, He Chen

“…This study aims to evaluate the potential association between blood levels of Cd, Pb, Hg, Se, and Mn and the likelihood of developing COPD.MethodsThis cross-sectional analysis utilized data from 7,458 individuals from the NHANES. …”
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High-Performance Deployment Operational Data Analytics of Pre-Trained Multi-Label Classification Architectures with Differential-Evolution-Based Hyperparameter Optimization (AutoDE... by Teo Prica, Aleš Zamuda

“…To demonstrate the impact on energy efficiency, using our analysis workflow, we visualize the obtained operational data and aggregate them with statistical tests that compare and group the energy efficiency of the DE strategies applied in the ML models.…”
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An Operation and Maintenance Analysis Method of Urban Rail Transit Train Control System Based on Information Entropy by LI Jinglan, TAN Litian, WANG Zhiwei

“…The operation and maintenance process of urban rail transit train control system is confronted with large amount of operation and maintenance data and unintuitive analysis issues. …”
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