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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

Multi-Modal Machine Learning in Engineering Design: A Review and Future Directions

Binyang Song, Rui Zhou, Faez Ahmed
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 010801.
Paper No: JCISE-23-1068
https://doi.org/10.1115/1.4063954
Published Online: November 24, 2023
View Article titled, Multi-Modal Machine Learning in Engineering Design: A Review and Future Directions
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Topics: Design, Engineering design, Machine learning, Shapes, Semantics
Journal Articles

Patent Data for Engineering Design: A Critical Review and Future Directions

Shuo Jiang, Serhad Sarica, Binyang Song, Jie Hu, Jianxi Luo
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. December 2022, 22(6): 060902.
Paper No: JCISE-22-1031
https://doi.org/10.1115/1.4054802
Published Online: October 10, 2022
View Article titled, Patent Data for Engineering Design: A Critical Review and Future Directions
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Topics: Design, Engineering design, Patents
Journal Articles

Engineering Document Summarization: A Bidirectional Language Model-Based Approach

Yunjian Qiu, Yan Jin
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. December 2022, 22(6): 061004.
Paper No: JCISE-21-1345
https://doi.org/10.1115/1.4054203
Published Online: May 10, 2022
View Article titled, Engineering Document Summarization: A Bidirectional Language Model-Based Approach
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Topics: Additive manufacturing, Design, Dimensions, Engineering design, Evaluation methods, Machinery, Natural language processing, Testing
Journal Articles

A Highly Efficient Approach for Bi-Level Programming Problems Based on Dominance Determination

Guan Wang, Qiang Zou, Chuke Zhao, Yusheng Liu, Xiaoping Ye
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2022, 22(4): 041006.
Paper No: JCISE-21-1257
https://doi.org/10.1115/1.4053037
Published Online: February 7, 2022
View Article titled, A Highly Efficient Approach for Bi-Level Programming Problems Based on Dominance Determination
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Topics: Algorithms, Computer programming, Optimization, Design, Engineering design
Journal Articles

Toward Automatically Assessing the Novelty of Engineering Design Solutions

L. Siddharth, N. Madhusudanan, Amaresh Chakrabarti
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2020, 20(1): 011001.
Paper No: JCISE-18-1243
https://doi.org/10.1115/1.4044318
Published Online: September 10, 2019
View Article titled, Toward Automatically Assessing the Novelty of Engineering Design Solutions
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Topics: Databases, Design, Sapphire, Engineering design
Journal Articles

Physics-Driven Regularization of Deep Neural Networks for Enhanced Engineering Design and Analysis

Mohammad Amin Nabian, Hadi Meidani
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2020, 20(1): 011006.
Paper No: JCISE-19-1072
https://doi.org/10.1115/1.4044507
Published Online: September 10, 2019
View Article titled, Physics-Driven Regularization of Deep Neural Networks for Enhanced Engineering Design and Analysis
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Topics: Artificial neural networks, Physics, Optimization, Engineering design, Design
Journal Articles

An Unsupervised Machine Learning Approach to Assessing Designer Performance During Physical Prototyping

Matthew L. Dering, Conrad S. Tucker, Soundar Kumara
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. March 2018, 18(1): 011002.
Paper No: JCISE-16-2066
https://doi.org/10.1115/1.4037434
Published Online: November 13, 2017
View Article titled, An Unsupervised Machine Learning Approach to Assessing Designer Performance During Physical Prototyping
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Topics: Data acquisition, Design, Engineering design, Engineering prototypes, Feedback, Machine learning, Modeling, Object recognition, Sensors, Workshops (Work spaces)
Journal Articles

Understanding Communication and Collaboration in Social Product Development Through Social Network Analysis

Dazhong Wu, David W. Rosen, Jitesh H. Panchal, Dirk Schaefer
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. March 2016, 16(1): 011001.
Paper No: JCISE-14-1066
https://doi.org/10.1115/1.4031890
Published Online: December 10, 2015
View Article titled, Understanding Communication and Collaboration in Social Product Development Through Social Network Analysis
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Topics: Collaboration, Design, Engineering design, Teams, Engineers, Product development
Journal Articles

Competitive Usability Analysis of Immersive Virtual Environments in Engineering Design Review

Kurt Satter, Alley Butler
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. September 2015, 15(3): 031001.
Paper No: JCISE-12-1005
https://doi.org/10.1115/1.4029750
Published Online: September 1, 2015
View Article titled, Competitive Usability Analysis of Immersive Virtual Environments in Engineering Design Review
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Topics: Computer-aided design, Design, Engineering design, Errors, Maintenance, Navigation, Statistics, Virtual reality, User interfaces
Journal Articles

Extracting the Structure of Design Information From Collaborative Tagging

Jitesh H. Panchal, Matthias Messer
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. December 2011, 11(4): 041007.
https://doi.org/10.1115/1.3617447
Published Online: November 29, 2011
View Article titled, Extracting the Structure of Design Information From Collaborative Tagging
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Topics: Design, Engineering design, Innovation, Ontologies, Ambiguity
Journal Articles

Data-Driven Decision Tree Classification for Product Portfolio Design Optimization

Conrad S. Tucker, Harrison M. Kim
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. December 2009, 9(4): 041004.
https://doi.org/10.1115/1.3243634
Published Online: November 2, 2009
View Article titled, Data-Driven Decision Tree Classification for Product Portfolio Design Optimization
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Topics: Data mining, Design, Engineering design, Optimization, Product design
Journal Articles

Ontologies for Supporting Engineering Design Optimization

Paul Witherell, Sundar Krishnamurty, Ian R. Grosse
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2007, 7(2): 141–150.
https://doi.org/10.1115/1.2720882
Published Online: November 9, 2006
View Article titled, Ontologies for Supporting Engineering Design Optimization
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Topics: Ontologies, Optimization, Engineering design, Design
Journal Articles

A Methodology for Creating Ontologies for Engineering Design

Saeema Ahmed, Sanghee Kim, Ken M. Wallace
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2007, 7(2): 132–140.
https://doi.org/10.1115/1.2720879
Published Online: October 26, 2006
View Article titled, A Methodology for Creating Ontologies for Engineering Design
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Topics: Engineering design, Ontologies, Indexing (Machining), Design
Journal Articles

Modeling Information Needs in Engineering Databases Using Tacit Knowledge

Shuang Song, Andy Dong, Alice Agogino
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Papers
J. Comput. Inf. Sci. Eng. September 2002, 2(3): 199–207.
https://doi.org/10.1115/1.1528921
Published Online: January 2, 2003
View Article titled, Modeling Information Needs in Engineering Databases Using Tacit Knowledge
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Topics: Databases, Design, Engineering design, Engineering education, Engineers, Information retrieval, Modeling, String, Text analytics, Filtration