... . Manuscript received September 1, 2016; final manuscript received July 12, 2017; published online November 13, 2017. Assoc. Editor: Monica Bordegoni. 01 09 2016 12 07 2017 AI/KBS Assembly modeling CAPD CACD Data mining Data modeling DfM Rapid prototyping Manufacturability...

... in training size and careful selection of training sets, assembly defects can be predicted reliably from subassemblies' complexity data. AI/KBS Assembly modeling Data mining Manufacturability evaluation Neural networks Engineering design has often been described as a compound decision-making...

...; final manuscript received March 2, 2017; published online May 16, 2017. Editor: Bahram Ravani. 14 05 2015 02 03 2017 AI/KBS Data mining Engineering informatics The increasing demand for better, faster, and efficient design has driven companies to constantly improve...

.... 26 08 2015 09 02 2017 CAD CMM Data mining Features technology Nowadays, shape measurement techniques [ 1 , 2 ] are widely used in all branches of modern design and manufacturing industry, such as automotive, aerospace, cultural heritage, and bioengineering [ 3 ]. A noteworthy...

... is unlimited. 09 06 2016 16 06 2016 Data exchange Data mining Data modeling Engineering informatics PDM systems EIM systems Information Modeling Contextualizing data from the product lifecycle to make design decisions is very difficult. Different data in the product...

...] Geng , L. , and Hamilton , H. J. , 2006 , “ Interestingness Measures for Data Mining: A Survey ,” ACM Comput. Surv. (CSUR) , 38 ( 3 ), p. 9 . 10.1145/1132960.1132963 [22] Kim , S. , Bak , J. , and Oh , A. , 2011 , “ Do You Feel What I Feel? Social Aspects of Emotions...

.... , 2014 , “ Discovering Next Generation Product Innovations by Identifying Lead User Preferences Expressed Through Large Scale Social Media Data ,” ASME Paper No. DETC2014-34767. 10.1115/DETC2014-34767 [7] Wu , X. , Zhu , X. , Wu , G.-Q. , and Ding , W. , 2014 , “ Data Mining...

... 05 2010 11 07 2011 22 12 2011 22 12 2011 assembling data mining formal specification inference mechanisms ontologies (artificial intelligence) production engineering computing query processing user interfaces Much of the existing work related to ontologies...

... customer satisfaction data mining decision support systems logistics regression analysis rough set theory Emotional design has been widely recognized to be crucial for the development of products and services toward high value-added customer satisfaction. It emphasizes affective customer needs...

... comparison and experimental study of DR discovery especially for artifact information extraction. Results demonstrate the merits of our proposal. Lastly, we discuss potential applications by taking advantage of our ISAL model. 30 06 2009 28 07 2010 03 09 2010 data mining design...

... the product portfolio design process by eliminating the need for an exhaustive search of all possible product concepts. This is achieved through a decision tree data mining technique that generates a set of product concepts that are subsequently validated in the engineering design using multilevel...

...Carol J. Romanowski ,; Rakesh Nagi In variant design, the proliferation of bills of materials makes it difficult for designers to find previous designs that would aid in completing a new design task. This research presents a novel, data mining approach to forming generic bills of materials (GBOMs...