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Sequential pattern recognition in CAD operations:A deep learning framework for next-action prediction 认领 引用
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作者 Teerapord Lin Paisit Khanarsa 《Visual Informatics》 EI CSCD 2025年第4期47-48,共2页
1.Introduction CAD command prediction has progressed significantly,shifting from traditional statistical techniques to more advanced deep learning models.Early approaches—such as frequency-based methods(Myers,1998),f... 1.Introduction CAD command prediction has progressed significantly,shifting from traditional statistical techniques to more advanced deep learning models.Early approaches—such as frequency-based methods(Myers,1998),first-order Markov models(Company et al.,2005),and their higher-order extensions(Rabiner,1989)—offered foundational insights but fell short in capturing semantic relationships and modeling complex dependencies. 展开更多
关键词 Computer-Aided Design Recommendation system Deep learning Sentence embedding Sequential pattern recognition Geometric modeling
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