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Journal Articles

Modeling Spatiotemporal Heterogeneity of Customer Preferences With Small-Scale Aggregated Data: A Spatial Panel Modeling Approach

Yuyang Chen, Youyi Bi, Jian Xie, Zhenghui Sha, Mingxian Wang, Yan Fu, Wei Chen
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. August 2024, 24(8): 084503.
Paper No: JCISE-23-1410
https://doi.org/10.1115/1.4065211
Published Online: April 16, 2024
View Article titled, Modeling Spatiotemporal Heterogeneity of Customer Preferences With Small-Scale Aggregated Data: A Spatial Panel Modeling Approach
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Topics: Modeling, Preferences, Sales, Spatiotemporal phenomena, Vehicles, Design, Optimization, Engineering design
Journal Articles

Data-Driven Dynamic Network Modeling for Analyzing the Evolution of Product Competitions

Jian Xie, Youyi Bi, Zhenghui Sha, Mingxian Wang, Yan Fu, Noshir Contractor, Lin Gong, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2020, 142(3): 031112.
Paper No: MD-19-1446
https://doi.org/10.1115/1.4045687
Published Online: January 14, 2020
View Article titled, Data-Driven Dynamic Network Modeling for Analyzing the Evolution of Product Competitions
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Topics: Modeling, Vehicles, Network analysis, Engineering design, Fuel consumption
Proceedings Papers

Data-Driven Dynamic Network Modeling for Analyzing the Evolution of Product Competitions

Jian Xie, Youyi Bi, Zhenghui Sha, Mingxian Wang, Yan Fu, Noshir Contractor, Lin Gong, Wei Chen
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A016, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-98385
https://doi.org/10.1115/DETC2019-98385
View Paper titled, Data-Driven Dynamic Network Modeling for Analyzing the Evolution of Product Competitions
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Topics: Engineering design, Modeling, Network analysis, Product design
Proceedings Papers

Modeling Spatiotemporal Heterogeneity of Customer Preferences in Engineering Design

Youyi Bi, Jian Xie, Zhenghui Sha, Mingxian Wang, Yan Fu, Wei Chen
Proc. ASME. IDETC-CIE2018, Volume 2A: 44th Design Automation Conference, V02AT03A050, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-86245
https://doi.org/10.1115/DETC2018-86245
View Paper titled, Modeling Spatiotemporal Heterogeneity of Customer Preferences in Engineering Design
Open the PDF for Modeling Spatiotemporal Heterogeneity of Customer Preferences in Engineering Design in another window
Topics: Engineering design, Modeling, Preferences, Spatiotemporal phenomena, Sales, Design, Fuel consumption, Product design, Roads
Proceedings Papers

Two-Stage Modeling of Customer Choice Preferences in Engineering Design Using Bipartite Network Analysis

J. Sophia Fu, Zhenghui Sha, Yun Huang, Mingxian Wang, Yan Fu, Wei Chen
Proc. ASME. IDETC-CIE2017, Volume 2A: 43rd Design Automation Conference, V02AT03A039, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-68099
https://doi.org/10.1115/DETC2017-68099
View Paper titled, Two-Stage Modeling of Customer Choice Preferences in Engineering Design Using Bipartite Network Analysis
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Topics: Engineering design, Modeling, Network analysis, Preferences, China, Decision making, Tradeoffs, Vehicles
Proceedings Papers

Forecasting Technological Impacts on Customers’ Co-Consideration Behaviors: A Data-Driven Network Analysis Approach

Mingxian Wang, Zhenghui Sha, Yun Huang, Noshir Contractor, Yan Fu, Wei Chen
Proc. ASME. IDETC-CIE2016, Volume 2A: 42nd Design Automation Conference, V02AT03A040, August 21–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-60015
https://doi.org/10.1115/DETC2016-60015
View Paper titled, Forecasting Technological Impacts on Customers’ Co-Consideration Behaviors: A Data-Driven Network Analysis Approach
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Topics: Network analysis, Product design, Vehicles, Economics , Engineering design, Engines, Fuels, Turbochargers
Proceedings Papers

A Multidimensional Network Approach for Modeling Customer-Product Relations in Engineering Design

Mingxian Wang, Wei Chen, Yun Huang, Noshir S. Contractor, Yan Fu
Proc. ASME. IDETC-CIE2015, Volume 7: 27th International Conference on Design Theory and Methodology, V007T06A044, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-46764
https://doi.org/10.1115/DETC2015-46764
View Paper titled, A Multidimensional Network Approach for Modeling Customer-Product Relations in Engineering Design
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Topics: Engineering design, Modeling, Preferences, Image segmentation, Product design, Systems analysis, Vehicles
Journal Articles

A Data-Driven Network Analysis Approach to Predicting Customer Choice Sets for Choice Modeling in Engineering Design

Mingxian Wang, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. July 2015, 137(7): 071410.
Paper No: MD-14-1553
https://doi.org/10.1115/1.4030160
Published Online: July 1, 2015
View Article titled, A Data-Driven Network Analysis Approach to Predicting Customer Choice Sets for Choice Modeling in Engineering Design
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Topics: Engineering design, Modeling, Network analysis, Vehicles, Mining
Proceedings Papers

Predicting Consumer Choice Set Using Product Association Network and Data Analytics

Mingxian Wang, Wei Chen
Proc. ASME. IDETC-CIE2013, Volume 3A: 39th Design Automation Conference, V03AT03A027, August 4–7, 2013
Publisher: American Society of Mechanical Engineers
Paper No: DETC2013-12425
https://doi.org/10.1115/DETC2013-12425
View Paper titled, Predicting Consumer Choice Set Using Product Association Network and Data Analytics
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Topics: Algorithms, Automobiles, Engineering design, Image segmentation, Modeling, Network analysis, Preferences, Probability, Vehicles