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Keywords: similarity measure
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Proceedings Papers
An Enhanced Squared Exponential Kernel With Manhattan Similarity Measure for High Dimensional Gaussian Process Models
Available to Purchase
Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A025, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71445
... of the problem comes from the similarity measurements of the GP model that relies on the Euclidean distance, which becomes uninformative in the high-dimensional cases, and causes accuracy and efficiency issues. Limited studies explore this issue. In this study, thereby, we propose an enhanced squared exponential...
Proceedings Papers
Data Mining for Product/Mold Design of Free-Form Geometry
Available to Purchase
Proc. ASME. IDETC-CIE2006, Volume 4b: 11th Design for Manufacturing and the Lifecycle Conference, 703-711, September 10–13, 2006
Publisher: American Society of Mechanical Engineers
Paper No: DETC2006-99299
... to a single product/mold design, or from different ones. The proposed method can also be used to develop data mining techniques for large product/mold databases. Data Mining Similarity Measure Free-form Surface Product/Mold Design Proceedings of IDETC/CIE 2006 A C e d a substructures provides...
