Advanced Engineering Informatics, Volume 45 (original) (raw)

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Volume 45, August 2020

Original Articles

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    Chih-Yuan Chu, Kijung Park, Gül E. Kremer:
    A global supply chain risk management framework: An application of text-mining to identify region-specific supply chain risks. 101053
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    Jens J. Hunhevicz, Daniel M. Hall:
    Do you need a blockchain in construction? Use case categories and decision framework for DLT design options. 101094
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    Yahui Wang, Suihuai Yu, Ning Ma, Jinlei Wang, Zhigang Hu, Zhuo Liu, Jibo He:
    Prediction of product design decision Making: An investigation of eye movements and EEG features. 101095
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    Iñigo Fernández del Amo, John Ahmet Erkoyuncu, Rok Vrabic, Romain Frayssinet, Cristina Vazquez Reynel, Rajkumar Roy:
    Structured authoring for AR-based communication to enhance efficiency in remote diagnosis for complex equipment. 101096

Special Issue on Advanced Engineering Informatics: Big Data Analytics in Construction Management

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    Pin Zhang, Heng Li, Quang Phuc Ha, Zhen-Yu Yin, Renpeng Chen:
    Reinforcement learning based optimizer for improvement of predicting tunneling-induced ground responses. 101097

Original Articles

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    Quoc Hoan Doan, Dongkyu Lee, Jaehong Lee, Joowon Kang:
    Multi-material structural topology optimization with decision making of stiffness design criteria. 101098
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    Ye-Jia Ping, Ran Liu, Wanlong Lin, Hu-Chen Liu:
    A new integrated approach for engineering characteristic prioritization in quality function deployment. 101099
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    Hanbin Luo, Jiajing Liu, Weili Fang, Peter E. D. Love, Qunzhou Yu, Zhenchuan Lu:
    Real-time smart video surveillance to manage safety: A case study of a transport mega-project. 101100
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    Jacqueline Schmitt, Jochen Bönig, Thorbjörn Borggräfe, Gunter Beitinger, Jochen Deuse:
    Predictive model-based quality inspection using Machine Learning and Edge Cloud Computing. 101101
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    Roya Allison Cody, Sriram Narasimhan:
    A field implementation of linear prediction for leak-monitoring in water distribution networks. 101103
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    Kanghyeok Yang, Changbum R. Ahn, Hyunsoo Kim:
    Deep learning-based classification of work-related physical load levels in construction. 101104
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    Jun Kang Chow, Zhaoyu Su, Jimmy Wu, Pin Siang Tan, Xin Mao, Yu-Hsing Wang:
    Anomaly detection of defects on concrete structures with the convolutional autoencoder. 101105

Special Issue on Human-Machine Systems

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    Kiat Hui Khng, Ravikiran Mane:
    Beyond BCI - Validating a wireless, consumer-grade EEG headset against a medical-grade system for evaluating EEG effects of a test anxiety intervention in school. 101106

Original Articles

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    Jimmy Abualdenien, André Borrmann:
    Vagueness visualization in building models across different design stages. 101107
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    Ching-Hung Lee, Chun-Hsien Chen, Yu-Chi Lee:
    Customer requirement-driven design method and computer-aided design system for supporting service innovation conceptualization handling. 101117
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    Zhenan Feng, Vicente A. González, Robert Amor, Michael Spearpoint, Jared Thomas, Rafael Sacks, Ruggiero Lovreglio, Guillermo Cabrera-Guerrero:
    An immersive virtual reality serious game to enhance earthquake behavioral responses and post-earthquake evacuation preparedness in buildings. 101118

Special Issue on Design innovation of PSS

Original Articles

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    Charles V. Trappey, Amy J. C. Trappey, Sam C.-C. Lin:
    Intelligent trademark similarity analysis of image, spelling, and phonetic features using machine learning methodologies. 101120
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    Eva Agapaki, Ioannis K. Brilakis:
    CLOI-NET: Class segmentation of industrial facilities' point cloud datasets. 101121
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    Juan Manuel Davila Delgado, Lukumon O. Oyedele, Peter Demian, Thomas H. Beach:
    A research agenda for augmented and virtual reality in architecture, engineering and construction. 101122
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    Liangyue Jia, Reza Alizadeh, Jia Hao, Guoxin Wang, Janet K. Allen, Farrokh Mistree:
    A rule-based method for automated surrogate model selection. 101123
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    Jingchen Cong, Chun-Hsien Chen, Pai Zheng:
    Design entropy theory: A new design methodology for smart PSS development. 101124
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    Eric Ka Ho Leung, Carman K. M. Lee, King Lun Choy:
    An integrated online pick-to-sort order batching approach for managing frequent arrivals of B2B e-commerce orders under both fixed and variable time-window batching. 101125

Special Issue on Advanced Engineering Informatics: Big Data Analytics in Construction Management

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    De-Cheng Feng, Zhen-Tao Liu, Xiao-Dan Wang, Zhong-Ming Jiang, Shi-Xue Liang:
    Failure mode classification and bearing capacity prediction for reinforced concrete columns based on ensemble machine learning algorithm. 101126

Original Articles

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    Paolo Cicconi, Miriam Nardelli, Roberto Raffaeli, Michele Germani:
    Integrating a constraint-based optimization approach into the design of oil & gas structures. 101129
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    Jasmina Nalic, Goran Martinovic, Drago Zagar:
    New hybrid data mining model for credit scoring based on feature selection algorithm and ensemble classifiers. 101130
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    Thomas Czerniawski, Fernanda Leite:
    Automated segmentation of RGB-D images into a comprehensive set of building components using deep learning. 101131
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    Shuming Du, Saiedeh N. Razavi:
    Fault-tolerant control of variable speed limits for freeway work zone using likelihood estimation. 101133
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    Yi Xiong, Audelia Gumarus Dharmawan, Yunlong Tang, Shaohui Foong, Gim Song Soh, David William Rosen:
    A knowledge-based process planning framework for wire arc additive manufacturing. 101135

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