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检索条件"机构=School of Industrial and Systems Engineering and Data Science and Analytics Program"
98 条 记 录,以下是21-30 订阅
排序:
Learning to Simulate: Generative Metamodeling via Quantile Regression
arXiv
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arXiv 2023年
作者: Hong, L. Jeff Hou, Yanxi Zhang, Qingkai Zhang, Xiaowei Department of Industrial and Systems Engineering University of Minnesota MinneapolisMN55455 United States School of Data Science Fudan University Shanghai200433 China School of Management Fudan University Shanghai200433 China Department of Management Sciences City University of Hong Kong Kowloon Hong Kong Department of Industrial Engineering and Decision Analytics The Hong Kong University of Science and Technology Clear Water Bay Hong Kong
Stochastic simulation models effectively capture complex system dynamics but are often too slow for real-time decision-making. Traditional metamodeling techniques learn relationships between simulator inputs and a sin... 详细信息
来源: 评论
Recent research progress on the direct carbon capture of steel slag to prepare building materials
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Green and Smart Mining engineering 2024年 第4期1卷 387-395页
作者: Zihe Gao Qing Zhao Mengjie Tao Zengrui Wang Chengjun Liu Henrik Saxén Ron Zevenhoven Key Laboratory for Ecological Metallurgy of Multimetallic Mineral(Ministry of Education) Northeastern UniversityShenyang 110819China School of Metallurgy Northeastern UniversityShenyang 110819China National Frontiers Science Center for Industrial Intelligence and Systems Optimization Northeastern UniversityShenyang 110819China Key Laboratory of Data Analytics and Optimization for Smart Industry(Ministry of Education) Northeastern UniversityShenyang 110819China Process and Systems Engineering Laboratory Åbo Akademi UniversityTurku 20500Finland
Driven by the“dual carbon”and“green metallurgy”targets,the steel industry feels the pressure of carbon emission reduction and steel slag resource *** the year 2000,accelerated carbonation technology using basic ox... 详细信息
来源: 评论
Exploring Machine Learning Models for Federated Learning: A Review of Approaches, Performance, and Limitations
arXiv
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arXiv 2023年
作者: Jafarigol, Elaheh Trafalis, Theodore B. Razzaghi, Talayeh Zamankhani, Mona Data Science and Analytics Institute University of Oklahoma 202 W. Boyd St. Room 409 NormanOK73019 United States School of Industrial and Systems Engineering University of Oklahoma 202 W Boyd St. Room 124 NormanOK73019 United States Department of Industrial Engineering Isfahan University of Technology Isfahan Iran
In the growing world of artificial intelligence, federated learning is a distributed learning framework enhanced to preserve the privacy of individuals' data. Federated learning lays the groundwork for collaborati... 详细信息
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Future Glycemic Events Prediction Model Based On Artificial Neural Network
Future Glycemic Events Prediction Model Based On Artificial ...
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2022 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies, 3ICT 2022
作者: Syafrudin, Muhammad Alfian, Ganjar Fitriyani, Norma Latif Hadibarata, Tony Rhee, Jongtae Anshari, Muhammad Sejong University Department of Artificial Intelligence Seoul Korea Republic of Universitas Gadjah Mada Department of Electrical Engineering and Informatics Vocational College Yogyakarta Indonesia Sejong University Department of Data Science Seoul Korea Republic of Curtin University Environmental Engineering Program Miri Malaysia Dongguk University Department of Industrial and Systems Engineering Seoul Korea Republic of Universiti Brunei Darussalam School of Business and Economics Brunei
Predicting future glycemic events such as hypoglycemia, hyperglycemia, and normal for type 1 diabetes (T1D) remains a significant and challenging issue. In this study, an artificial neural network (ANN)-based model is... 详细信息
来源: 评论
Orthorhombic Phase MoO3 Nanobelts Gas Sensor for Ultra-sensitive Detection of Triethylamine
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IEEE Transactions on Instrumentation and Measurement 2025年 74卷
作者: Meng, Fanli Cui, Weijia Liu, Yang Shen, Yanbai Yuan, Zhenyu National Frontiers Science Center for Industrial Intelligence and Systems Optimization Northeastern University State Key Laboratory of Synthetical Automation for Process Industries The College of Information Science and Engineering Shenyang110819 China Ministry of Education Northeastern University Key Laboratory of Data Analytics and Optimization for Smart Industry Shenyang110819 China Hebei Key Laboratory of Micro-Nano Precision Optical Sensing and Measurement Technology Qinhuangdao066004 China Northeastern University College of Information Science and Engineering Shenyang110819 China Northeastern University School of Resources and Civil Engineering Department of Minerals Processing Engineering Shenyang110819 China
In view of the poor sensitivity and upper detection limit of triethylamine gas sensors, high performance triethylamine sensor was prepared by adjusting the crystalline phase of MoO3. In this work, the orthorhombic pha... 详细信息
来源: 评论
Exploring cognitive stress-related tasks of Intensive Care Unit nurses – A comparison study  67th
Exploring cognitive stress-related tasks of Intensive Care U...
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67th International Annual Meeting of the Human Factors and Ergonomics Society, HFES 2023
作者: Zhang, Qian Sasangohar, Farzan Saravanan, Pratima Ahmadi, Nima Nisar, Tariq Danesh, Valerie Masud, Faisal Center for Health Data Science and Analytics Houston Methodist Hospital TX United States Department of Industrial and Systems Engineering Texas A&M University College StationTX United States Rensselaer Polytechnic Institute TroyNY United States Baylor Scott & White Health Center for Applied Health Research DallasTX United States School of Nursing University of Texas at Austin AustinTX United States Center for Critical Care Houston Methodist Hospital HoustonTX United States College of Charleston CharlestonNY United States
The aim of this study is to explore nurse activities leading to high cognitive stress for intensive care unit (ICU) nurses. The quantification of stress-related nurse activities has been acquired before and after the ... 详细信息
来源: 评论
Machine Learning, Deep Learning and data Preprocessing Techniques for Detection, Prediction, and Monitoring of Stress and Stress-related Mental Disorders: A Scoping Review
arXiv
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arXiv 2023年
作者: Razavi, Moein Ziyadidegan, Samira Mahmoudzadeh, Ahmadreza Kazeminasab, Saber Baharlouei, Elaheh Janfaza, Vahid Jahromi, Reza Sasangohar, Farzan Department of Industrial and Systems Engineering Texas A&M University United States Department of Computer Science and Engineering Texas A&M University United States Harvard Medical School Harvard University United States Department of Computer Science University of Houston United States Engineering Academic and Student Affairs College of Engineering Texas A&M University United States Ford Motor Company Global Data Insight & Analytics
Background: Mental stress and its consequent mental disorders (MDs) constitute a significant public health issue. With the advent of machine learning (ML), there's potential to harness computational techniques for... 详细信息
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Facile synthesis of flower-like bismuth oxybromide anchored on ZSM-5 for enhanced photocatalytic dye degradation
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South African Journal of Chemical engineering 2025年 53卷 386-399页
作者: Wahyu Prasetyo Utomo Nor Farida Binta Aisyah Ahmad Azzam Babgei Nur Karimah Ade Irma Rozafia Imam Susilo Tri Widjaja Hadi Nur Retno Sari Rui Liu Djoko Hartanto Department of Chemistry Faculty of Science and Data Analytics Institut Teknologi Sepuluh Nopember (ITS) Sukolilo Surabaya 60111 East Java Indonesia Faculty of Medicine Universitas Airlangga Surabaya 60132 East Java Indonesia Department of Chemical Engineering Faculty of Industrial Technology and Systems Engineering Institut Teknologi Sepuluh Nopember (ITS) Sukolilo Surabaya 60111 East Java Indonesia Department of Chemistry Faculty of Mathematics and Natural Science Universitas Negeri Malang Malang Indonesia Department of Pharmaceutics Faculty of Pharmacy Airlangga University Surabaya Indonesia School of Energy and Environment City University of Hong Kong Kowloon 999077 Hong Kong
The morphology of the photocatalyst plays an important role in determining its photocatalytic activity. Bismuth oxybromide (BiOBr) offers the advantages of a unique layered structure, easy preparation, and narrow band... 详细信息
来源: 评论
Big data in healthcare:Conceptual network structure,key challenges and opportunities
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Digital Communications and Networks 2023年 第4期9卷 856-868页
作者: Leonardo B.Furstenaua Pedro Leivas Michele Kremer Sott Michael S.Dohan Jose Ricardo Lopez-Robles Manuel J.Cobo Nicola Luigi Bragazzi Kim-Kwang Raymond Choo Post-Graduate Program in Industrial Engineering Federal University of Rio Grande Do SulPorto Alegre90035-190Brazil University of Santa Cruz Do Sul Av.Independencia 2293Santa Cruz Do SulRSBrazil Business School Unisinos UniversityAv.Dr.Nilo Peçanha 160091330-002Porto AlegreBrazil Faculty of Business Administration Lakehead UniversityThunder BayOntarioCanada Autonomous University of Zacatecas Av.Ramon Lopez Velarde Col.CentroZacatecas98000Mexico Department of Computer Science and Artificial Intelligence Andalusian Research Institute in Data Science and Computational Intelligence(DaSCI)University of GranadaGranada 18071Spain York University ON M3J 1P3Canada Department of Information Systems and Cyber Security University of Texas at San AntonioSan AntonioTX78249USA
Big data is a concept that deals with large or complex data sets by using data analysis tools(e.g.,data mining,machine learning)to analyze information extracted from several sources *** data has attracted wide attenti... 详细信息
来源: 评论
Eye tracking data analytics in virtual reality training: Application in Deepwater Horizon oil drilling operation  64th
Eye tracking data analytics in virtual reality training: App...
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64th International Annual Meeting of the Human Factors and Ergonomics Society, HFES 2020
作者: Kang, Ziho Jeon, Jiwon Salehi, Saeed Industrial and Systems Engineering University of Oklahoma NormanOK United States Data Science and Analytics Program University of Oklahoma NormanOK United States Petroleum and Geological Engineering University of Oklahoma NormanOK United States
Virtual reality (VR) enable us to train in a safe environment using computer-generated simulations. One such simulated environment is the Deepwater Horizon operation, and VR enables us to evaluate trainees’ and opera... 详细信息
来源: 评论