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Journal Articles

Product Design Incorporating Competition Relations: A Network-Based Design Framework Considering Local Dependencies

Yinshuang Xiao, Yaxin Cui, Johan Koskinen, Noshir Contractor, Wei Chen, Zhenghui Sha
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2025, 147(2): 021702.
Paper No: MD-24-1205
https://doi.org/10.1115/1.4066426
Published Online: September 23, 2024
View Article titled, Product Design Incorporating Competition Relations: A Network-Based Design Framework Considering Local Dependencies
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Topics: Design, Optimization, Design methodology
Journal Articles

Network Analysis of Two-Stage Customer Decisions with Preference-Guided Market Segmentation

Accepted Manuscript
Yaxin Cui, Zhuoxin Sun, Yinshuang Xiao, Zhenghui Sha, Johan Koskinen, Noshir Contractor, Wei Chen
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1040
https://doi.org/10.1115/1.4066420
Published Online: September 2, 2024
View Article titled, Network Analysis of Two-Stage Customer Decisions with Preference-Guided Market Segmentation
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Topics: Image segmentation, Network analysis, Preferences, Decision making, Modeling, Product design, Design, Systems engineering, Vacuum
Proceedings Papers

Evolutionary Co-Mention Network Analysis via Social Media Mining

Phillip A. O. Gavino, Yinshuang Xiao, Yaxin Cui, Wei Chen, Zhenghui Sha
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A045, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-115114
https://doi.org/10.1115/DETC2023-115114
View Paper titled, Evolutionary Co-Mention Network Analysis via Social Media Mining
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Topics: Mining, Network analysis
Journal Articles

Graph Neural Network-Based Design Decision Support for Shared Mobility Systems

Yinshuang Xiao, Faez Ahmed, Zhenghui Sha
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2023, 145(9): 091703.
Paper No: MD-22-1713
https://doi.org/10.1115/1.4062666
Published Online: June 23, 2023
View Article titled, Graph Neural Network-Based Design Decision Support for Shared Mobility Systems
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Topics: Artificial neural networks, Bicycles, Design, Mechanical admittance
Proceedings Papers

Travel Links Prediction in Shared Mobility Networks Using Graph Neural Network Models

Yinshuang Xiao, Faez Ahmed, Zhenghui Sha
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A079, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90694
https://doi.org/10.1115/DETC2022-90694
View Paper titled, Travel Links Prediction in Shared Mobility Networks Using Graph Neural Network Models
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Topics: Artificial neural networks, Mechanical admittance, Neural network models
Proceedings Papers

Towards Engineering Complex Socio-Technical Systems Using Network Motifs: A Case Study on Bike-Sharing Systems

Yinshuang Xiao, Zhenghui Sha
Proc. ASME. IDETC-CIE2020, Volume 11A: 46th Design Automation Conference (DAC), V11AT11A045, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22631
https://doi.org/10.1115/DETC2020-22631
View Paper titled, Towards Engineering Complex Socio-Technical Systems Using Network Motifs: A Case Study on Bike-Sharing Systems
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Topics: Bicycles