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检索条件"机构=Data Analytics Engineering"
2355 条 记 录,以下是1-10 订阅
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OSE: On-Site State of Health Estimation for Li-ion Battery using Real-Time Field data
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IEEE Transactions on Transportation Electrification 2025年 第3期11卷 7452-7462页
作者: Chen, Yanwen Zhao, Cong Yang, Shusen Zhao, Peng Ren, Xuebin Han, Qing Yang, Yuqian Wu, Shuaijun Xi'an Jiaotong University National Engineering Laboratory for Big Data Analytics Shaanxi Xi'an710049 China Xi'an Jiaotong University National Engineering Laboratory for Big Data Analytics The Ministry of Education Key Lab for Intelligent Networks and Network Security Shaanxi Xi'an710049 China
On-site lithium-ion battery state of health (SoH) estimation is of crucial importance for reliable operations of electric vehicles (EVs). Yet, due to the low-quality of unlabeled real-time field data, diverse operatin... 详细信息
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Effi-CNN: real-time vision-based system for interpretation of sign language using CNN and transfer learning
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Multimedia Tools and Applications 2025年 第6期84卷 3137-3159页
作者: Pranav Katarya, Rahul Big Data Analytics and Web Intelligence Laboratory Computer Science & Engineering Department Delhi Technological University New Delhi India
The deaf and mute population has difficulty conveying their thoughts and ideas to others. Sign language is their most expressive mode of communication, but the general public is callow of sign language;therefore, the ... 详细信息
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T³Planner: Multi-Phase Planning Across Structure-Constrained Optical, IP, and Routing Topologies
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IEEE Journal on Selected Areas in Communications 2025年 第5期43卷 1823-1839页
作者: Hao, Yijun Yang, Shusen Li, Fang Zhang, Yifan Zhao, Cong Ren, Xuebin Zhao, Peng Xu, Chenren Wang, Shibo Xi’an Jiaotong University National Engineering Laboratory for Big Data Analytics Xi’an710049 China Xi’an Jiaotong University National Engineering Laboratory for Big Data Analytics Ministry of Education Key Laboratory for Intelligent Networks and Network Security Xi’an710049 China Peking University School of Computer Science Beijing100871 China The Chinese University of Hong Kong Department of Computer Science and Engineering Hong Kong National Engineering Laboratory for Big Data Analytics Xi'an Jiaotong University Xi'an710049 China
Network topology planning is an essential multi-phase process to build and jointly optimize the multi-layer network topologies in wide-area networks (WANs). Most existing practices target single-phase/layer planning, ... 详细信息
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KNAS-TP: Domain Knowledge-driven Automated Construction of Uplink and Downlink Throughput Predictor in 5G  16
KNAS-TP: Domain Knowledge-driven Automated Construction of U...
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16th International Conference on Communication Software and Networks, ICCSN 2024
作者: Yang, Yuqian Zhao, Cong Xi'an Jiaotong University National Engineering Laboratory for Big Data Analytics Xi'an China
The advent of 5G networks marks a revolutionary shift in wireless communications, offering unprecedented improvements in speed, latency, and connectivity. Accurate uplink and downlink throughput prediction is crucial ... 详细信息
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Forecasting of stock price index using support vector regression with multivariate empirical mode decomposition
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Journal of Systems and Information Technology 2022年 第2期24卷 75-95页
作者: Huang, Yanmei Deng, Changrui Zhang, Xiaoyuan Bao, Yukun Center for Big Data Analytics Jiangxi University of Engineering Xinyu China
Purpose: Despite the widespread use of univariate empirical mode decomposition (EMD) in financial market forecasting, the application of multivariate empirical mode decomposition (MEMD) has not been fully investigated... 详细信息
来源: 评论
U-Park: A User-Centric Smart Parking Recommendation System for Electric Shared Micromobility Services
IEEE Transactions on Artificial Intelligence
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IEEE Transactions on Artificial Intelligence 2024年 第10期5卷 5179-5193页
作者: Yan, Sen OConnor, Noel E. Liu, Mingming Dublin City University SFI Insight Centre for Data Analytics School of Electronic Engineering DublinD09 V209 Ireland
Electric shared micromobility services (ESMSs) has become a vital element within the mobility as a service framework, contributing to sustainable transportation systems. However, existing ESMS face notable design chal... 详细信息
来源: 评论
ProbSAINT: Probabilistic Tabular Regression for Used Car Pricing
ProbSAINT: Probabilistic Tabular Regression for Used Car Pri...
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2024 IEEE International Conference on Big data, Bigdata 2024
作者: Madhusudhanan, Kiran Behrens, Gunnar Stubbemann, Maximilian Schmidt-Thieme, Lars University Of Hildesheim Information Systems and Machine Learning Lab Vwfs Data Analytics Research Center Germany Volkswagen Financial Services Ag Data Analytics & Ai Engineering United States
Used car pricing is a critical aspect of the automotive industry, influenced by many economic factors and market dynamics. With the recent surge in online marketplaces and increased demand for used cars, accurate pric... 详细信息
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Traffic Speed Forecasting in Congested Conditions: Evaluation and Improvements  8
Traffic Speed Forecasting in Congested Conditions: Evaluatio...
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8th International Conference on Intelligent Traffic and Transportation, ICITT 2024 - incorporating the 8th International Conference on Communication and Network Technology, ICCNT 2024
作者: Jagadeesh, George Rosario Thia, Kai Xin Artificial Intelligence - Data Analytics Strategic Technology Centre ST Engineering Ltd. Singapore
Traffic forecasts are especially valuable in congested conditions for travelers and traffic managers. While deep learning-based forecasting models perform impressively on data from mostly normal traffic conditions, th... 详细信息
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Pricing Used Vehicles at Volkswagen Financial Services AG
Pricing Used Vehicles at Volkswagen Financial Services AG
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2023 IEEE International Conference on Big data, Bigdata 2023
作者: Jawed, Shayan Stening, Jan Schmidt-Thieme, Lars University of Hildesheim Vwfs Data Analytics Research Center Hildesheim Germany Data Analytics & Ai Engineering Volkswagen Financial Services Ag Braunschweig Germany
In this work, we develop machine learning algorithms for pricing used vehicles for B2B sales at Volkswagen Financial Services. The B2B pricing dataset is structured as Tabular data, however unlike commonly available t... 详细信息
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A comprehensive study on fault tolerance in stream processing systems
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Frontiers of Computer Science 2022年 第2期16卷 80-97页
作者: Xiaotong WANG Chunxi ZHANG Junhua FANG Rong ZHANG Weining QIAN Aoying ZHOU School of Data Science and Engineering East China Normal UniversityShanghai 200062China Advanced Data Analytics Laboratory of Soochow University Suzhou 215006China
Stream processing has emerged as a useful technology for applications which require continuous and low latency computation on infinite streaming *** stream processing systems(SPSs)usually require distributed deploymen... 详细信息
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