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检索条件"主题词=Data-driven analytics"
47 条 记 录,以下是11-20 订阅
排序:
data analytics during pandemics: a transportation and location planning perspective
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ANNALS OF OPERATIONS RESEARCH 2023年 第1期328卷 193-244页
作者: Bozkaya, Elif Eriskin, Levent Karatas, Mumtaz Natl Def Univ Turkish Naval Acad Dept Comp Engn TR-34940 Istanbul Turkey Natl Def Univ Turkish Naval Acad Dept Ind Engn TR-34940 Istanbul Turkey
The recent COVID-19 pandemic once again showed the value of harnessing reliable and timely data in fighting the disease. Obtained from multiple sources via different collection streams, an immense amount of data is pr... 详细信息
来源: 评论
Implementing a web-based optimized artificial intelligence system with metaheuristic optimization for improving building energy performance
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JOURNAL OF ASIAN ARCHITECTURE AND BUILDING ENGINEERING 2024年 第1期23卷 264-281页
作者: Ngo, Ngoc-Tri Truong, Ngoc-Son Truong, Thi Thu Ha Pham, Anh-Duc Huynh, Nhat-To Univ Danang Univ Sci & Technol Fac Project Management Hanoi Vietnam Univ Danang Univ Technol & Educ Dept Civil Engn Da Nang City Vietnam Univ Danang Univ Sci & Technol Fac Project Management 54 Nguyen Luong Bang Danang Vietnam
Improving energy efficiency in buildings is a challenge during operation and maintenance. The work proposes a cloud artificial intelligence-based building energy management (cloud AI-BEM) system for predicting buildin... 详细信息
来源: 评论
Investigating the ability of deep learning to predict welding depth and pore volume in hairpin welding
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JOURNAL OF LASER APPLICATIONS 2024年 第4期36卷
作者: Darwish, Amena Ericson, Stefan Ghasemi, Rohollah Andersson, Tobias Lonn, Dan Lassila, Andreas Andersson Salomonsson, Kent Univ Skovde Sch Engn Sci Virtual Mfg Proc Kaplansgatan 11 SE-54134 Skovde Sweden
To advance quality assurance in the welding process, this study presents a deep learning (DL) model that enables the prediction of two critical welds' key performance characteristics (KPCs): welding depth and aver... 详细信息
来源: 评论
Integrating Soil Index Parameters and Machine Learning for Reliable California Bearing Ratio Estimation using a GA-ELM Model
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INTERNATIONAL JOURNAL OF PAVEMENT RESEARCH AND TECHNOLOGY 2024年 1-18页
作者: Khasawneh, Mohammad Ali Mewada, Hiren Nayeemuddin, Mohammed Rababah, Samer Khasawneh, Ahmad Ali Prince Mohammad Bin Fahd Univ Civil Engn Dept POB 1664 Al Khobar 31952 Saudi Arabia Prince Mohammad Bin Fahd Univ Elect Engn Dept POB 1664 Al Khobar 31952 Saudi Arabia Jordan Univ Sci & Technol Dept Civil Engn POB 3030 Irbid 2210 Jordan Ohio State Univ Wexner Med Ctr Management Engn & Proc Improvement Dept Integrated Syst Engn Dept 660 Ackerman Rd Columbus OH 43202 USA Ohio State Univ 660 Ackerman Rd Columbus OH 43202 USA
The need for accurate predictions of the California Bearing Ratio (CBR) is critical in optimizing subgrade soil evaluations for pavement design, as traditional testing methods are time-consuming and labor-intensive. T... 详细信息
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data driven scalability and profitability analysis in free floating electric car sharing systems
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INFORMATION SCIENCES 2023年 621卷 545-561页
作者: Ciociola, Alessandro Giordano, Danilo Vassio, Luca Mellia, Marco Politecn Torino Turin Italy OccupyAI Turin Italy
In this paper, we analyse the impact of system design options with different demand inten-sities for electric vehicle free-floating car sharing systems (EV-FFCS). We consider three dif-ferent cities for which we colle... 详细信息
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Hyperparameter optimization for cardiovascular disease data-driven prognostic system
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Visual Computing for Industry,Biomedicine,and Art 2023年 第1期6卷 218-244页
作者: Jayson Saputra Cindy Lawrencya Jecky Mitra Saini Suharjito Suharjito Industrial Engineering Department BINUS Graduate Program-Master of Industrial EngineeringBina Nusantara UniversityJakarta 11480Indonesia
Prediction and diagnosis of cardiovascular diseases(CVDs)based,among other things,on medical examinations and patient symptoms are the biggest challenges in *** 17.9 million people die from CVDs annually,accounting fo... 详细信息
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Statistical Models for Condition Monitoring and State of Health Estimation of Lithium-Ion Batteries for Ships
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Journal of Dynamics, Monitoring and Diagnostics 2024年 第1期3卷 11-20页
作者: Erik Vanem Qin Liang Maximilian Bruch Gjermund Bøthun Katrine Bruvik Kristian Thorbjørnsen Azzeddine Bakdi DNV GRD HøvikNorway Department of Mathematics University of OsloOsloNorway Fraunhofer ISE FreiburgGermany Corvus Energy BergenNorway Corvus Energy PorsgrunnNorway
Battery systems are increasingly being used for powering ocean going ships,and the number of fully electric or hybrid ships relying on battery power for propulsion is *** ensure the safety of such ships,it is importan... 详细信息
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A data-analytics Approach for Risk Evaluation in Peer-to-Peer Lending Platforms
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IEEE INTELLIGENT SYSTEMS 2020年 第3期35卷 85-94页
作者: He, Feng Li, Yuelei Xu, Tiecheng Yin, Libo Zhang, Wei Zhang, Xiaotao Tianjin Univ Finance & Econ Sch Finance Tianjin Peoples R China Tianjin Univ Coll Management Tianjin Peoples R China Singapore Management Univ Sch Accountancy Business Adm Accounting & Finance Singapore Singapore Cent Univ Finance & Econ Beijing Peoples R China Tianjin Univ Coll Management & Econ Tianjin Peoples R China
The goal of this article is to investigate the roles of individual behavior characteristics and Internet finance industry risk in the light of bank run theory for P2P. We know that risk evaluation is clearly important... 详细信息
来源: 评论
Benchmarking AutoML-Supported Lead Time Prediction  3
Benchmarking AutoML-Supported Lead Time Prediction
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3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM)
作者: Bender, Janek Trat, Martin Ovtcharova, Jivka FZI Res Ctr Informat Technol Haid & Neu Str 10-14 D-76135 Karlsruhe Germany
In manufacturing companies, especially in small and medium enterprises (SME) in the make-to-order domain, predicting accurate lead times for highly customisable products poses a challenge. One avenue to tackle this ch... 详细信息
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A data-driven Approach for Option-Specific Order Freeze Points in Mass-Customized Production  8th
A Data-Driven Approach for Option-Specific Order Freeze Poin...
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8th Changeable, Agile, Reconfigurable and Virtual Production Conference, CARV 2021 and 10th World Mass Customization and Personalization Conference, MCPC 2021
作者: Dürr, Simon Silbernagel, Rainer Bartsch, Hannah Steier, Gwen Louis Huber, Marco F. Lanza, Gisela Dr. Ing. h.c. F. Porsche AG Porscheplatz 1 Stuttgart70435 Germany University of Stuttgart Institute of Industrial Manufacturing and Management IFF Allmandring 35 Stuttgart70569 Germany Institute of Production Science wbk Kaiserstraße 12 Karlsruhe76131 Germany Fraunhofer Institute for Manufacturing Engineering and Automation IPA Nobelstraße 12 Stuttgart70569 Germany
Customer satisfaction is a key factor to ensure long-term business success. Therefore, automotive manufacturers offer various options to individualize a car. Furthermore, customers and dealers are allowed to change th... 详细信息
来源: 评论