Knowledge graph with machine learning for product design

Domain-specific knowledge graphs: A survey

(2021) Bilal Abu-Salih   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Design transcription: Deep learning based design feature representation

(2020) Haluk Akay et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

Machine Learning and Knowledge Graph based Design Rule Construction for Additive Manufacturing

(2020) Hyunwoong Ko et al.   Additive Manufacturing

Development capabilities for smart products

(2019) Tetsuo Tomiyama et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

A review: Knowledge reasoning over knowledge graph

(2019) Xiaojun Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Mapping customer needs to design parameters in the front end of product design by applying deep learning

(2018) Yue Wang et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

Deep learning-based human motion recognition for predictive context-aware human-robot collaboration

(2018) Peng Wang et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

Knowledge Graph Embedding: A Survey of Approaches and Applications

(2017) Quan Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Design of deep convolutional neural network architectures for automated feature extraction in industrial inspection

(2016) Daniel Weimer et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

The evolution, challenges, and future of knowledge representation in product design systems

(2012) Senthil K. Chandrasegaran et al.   COMPUTER-AIDED DESIGN

Problem analysis and thinking tools: an empirical study of non-hierarchical mind mapping

(2007) Vasilije Kokotovich   DESIGN STUDIES