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Special Issue: Machine Learning in Design

机译:特刊:设计中的机器学习

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摘要

This issue of AIEDAM is based on a workshop on Machine Learning in Design held at the 1996 Conference on Artifi- cial Intelligence in Design, AID'96 (Gero & Sudweeks, 1996), the third of such workshops, with the previous two being held at AID'92 (Gero, 1992) and at AID'94 (Gero & Sudweeks, 1994). The first two workshops also resulted in special issues of AIEDAM (Maher et al., 1994; Duffy et al., 1996). The purpose of the l996 workshop was to explore the issues in and requirements of learning in design, with a view to critically evaluating the current and needed support avail- able from machine learning techniques. The objective was not only to identify key areas for future research, but also to stimulate synergy in the machine learning in design re- search community.
机译:本期AIEDAM的基础是在1996年AID'96的人工智能设计大会(1996年,Gero和Sudweeks)上举办的关于设计中机器学习的研讨会,这是第三次研讨会,前两次是分别在AID'92(Gero,1992)和AID'94(Gero&Sudweeks,1994)中获得。前两个研讨会也引起了AIEDAM的特殊问题(Maher等,1994; Duffy等,1996)。 l996研讨会的目的是探讨设计学习中的问题和要求,以期严格评估机器学习技术可提供的当前和所需的支持。目的不仅是要确定未来研究的关键领域,而且还可以在设计研究社区中促进机器学习的协同作用。

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