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Faan Chen

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Articles by Faan Chen

Improving decision reliability in transport safety engineering through a machine learning-based model

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By Jialin Li, ZIHAN ZHANG, Jian Le, Aaron Zhou, Xushuai Zhang, Jiachen Yao, Chang Yuan, Hanrui Feng, Yuchen Huang, Faan Chen, Ruikang Yan, Xingze Liu, Nanbo Aaron Zhang
| Nature Verified
Abstract Ensuring defensible policy inferences and robust decision reliability is fundamental for multi-criteria decision-making activities, particularly in transport safety engineering. This study developed a hybrid preference function-nested and machine learning-embedded decision model, i.e., EXPROM II–K-means with a linear discriminant analysis, to provide a robust support system for policy setting and decision making.
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A hybrid machine learning-enhanced MCDM model for transport safety engineering - Scientific Reports

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By Faan Chen
| Nature Verified
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A hybrid machine learning-enhanced MCDM model for transport safety engineering

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By Xingjian Zhang, Haowen Chen, Jingxuan Chen, Hanrui Feng, Mingshuo Liu, Aaron Zhou, Ziyan Li, Anqi Song, Ziang Wu, Yuhan Gan, Minghe Liu, Faan Chen, Xushuai Zhang, Surui Cheng, Junyu Quan, Shuolei Gao, Mingren Zheng
| Flipboard
‘What’s unsettling is not the presence of eroticism in technology, but its industrialized management.’ OpenAI has announced that starting in December, ChatGPT will allow the generation of erotic content for verified adult users. At the same time, Elon Musk’s xAI has launched Grok Imagine, an …
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Auditing road safety achievement using MEREC–ARAS–QBKM model: an empirical study for APEC member economies - Scientific Reports

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By Faan Chen
| Nature Verified
Abstract Progress monitoring and action recalibrations are advocated as promising methods for improving road safety, which significantly relates to economic stability and social development. To achieve this, an auditing framework that can evaluate road safety and aid in policymaking is urgently required.
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Physical Environment, Socio-Psychological Health, and Residential Satisfaction: A Link across Housing Types in the Unique Chinese Context

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By Fang Tian, Chris Nielsen, Jiaorong Wu, Faan Chen
| MDPI
1. Introduction Housing inequality caused by governmental housing regimes lies at the root of socio-spatial segregation and exclusion in most cases [,,,,,]. This issue has been increasingly recognized as a corrodent to the social resiliency of cities and is a threat to human health [,,] and people’s life satisfaction [,,,,].
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