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Journal Articles

Data-Driven Sizing Specification Utilizing Consumer Text Reviews

Rushtin Chaklader, Matthew B. Parkinson
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. November 2017, 139(11): 111406.
Paper No: MD-17-1158
DOI: https://doi.org/10.1115/1.4037476
Published Online: October 2, 2017
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Topics: Data mining, Design, Weight (Mass), Bicycles
Journal Articles

A Systematic Function Recommendation Process for Data-Driven Product and Service Design

Zhinan Zhang, Ling Liu, Wei Wei, Fei Tao, Tianmeng Li, Ang Liu
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. November 2017, 139(11): 111404.
Paper No: MD-17-1141
DOI: https://doi.org/10.1115/1.4037610
Published Online: October 2, 2017
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Topics: Design, Fiber reinforced plastics, E-commerce
Journal Articles

Automated Extraction of Function Knowledge From Text

Hyunmin Cheong, Wei Li, Adrian Cheung, Andy Nogueira, Francesco Iorio
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. November 2017, 139(11): 111407.
Paper No: MD-17-1170
DOI: https://doi.org/10.1115/1.4037817
Published Online: October 2, 2017
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Topics: Design, Flow (Dynamics)
Journal Articles

A Data-Driven Text Mining and Semantic Network Analysis for Design Information Retrieval

Feng Shi, Liuqing Chen, Ji Han, Peter Childs
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. November 2017, 139(11): 111402.
Paper No: MD-17-1117
DOI: https://doi.org/10.1115/1.4037649
Published Online: October 2, 2017
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Topics: Design, Information retrieval, Ontologies, Probability, Network analysis, Text analytics, Databases
Journal Articles

An Integrated Approach for Design Improvement Based on Analysis of Time-Dependent Product Usage Data

Hongzhan Ma, Xuening Chu, Guolin Lyu, Deyi Xue
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. November 2017, 139(11): 111401.
Paper No: MD-16-1735
DOI: https://doi.org/10.1115/1.4037246
Published Online: October 2, 2017
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Topics: Design
Journal Articles

A Convolutional Neural Network Model for Predicting a Product's Function, Given Its Form

Matthew L. Dering, Conrad S. Tucker
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. November 2017, 139(11): 111408.
Paper No: MD-17-1178
DOI: https://doi.org/10.1115/1.4037309
Published Online: October 2, 2017
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Topics: Artificial neural networks, Design, Testing
Journal Articles

Beyond the Known: Detecting Novel Feasible Domains Over an Unbounded Design Space

Wei Chen, Mark Fuge
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. November 2017, 139(11): 111405.
Paper No: MD-17-1152
DOI: https://doi.org/10.1115/1.4037306
Published Online: October 2, 2017
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Topics: Design, Manifolds, Uncertainty
Journal Articles

Mitigating Online Product Rating Biases Through the Discovery of Optimistic, Pessimistic, and Realistic Reviewers

Sunghoon Lim, Conrad S. Tucker
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. November 2017, 139(11): 111409.
Paper No: MD-17-1247
DOI: https://doi.org/10.1115/1.4037612
Published Online: October 2, 2017
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Topics: E-commerce, Filtration, Sales, Product quality, Feedback
Journal Articles

V4PCS: Volumetric 4PCS Algorithm for Global Registration

Jida Huang, Tsz-Ho Kwok, Chi Zhou
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. November 2017, 139(11): 111403.
Paper No: MD-17-1140
DOI: https://doi.org/10.1115/1.4037477
Published Online: October 2, 2017
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Topics: Algorithms, Robustness, Shapes, Design