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Fingerprint Dive into the research topics where Utpal Roy is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Computer aided design Engineering & Materials Science
Product design Engineering & Materials Science
Sustainable development Engineering & Materials Science
Specifications Engineering & Materials Science
Inspection Engineering & Materials Science
Sustainability Mathematics
Machining Engineering & Materials Science
Product development Engineering & Materials Science

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Projects 2006 2021

Research Output 1988 2019

  • 1649 Citations
  • 23 h-Index
  • 74 Article
  • 54 Conference contribution
  • 6 Chapter
  • 1 Conference article
1 Citation (Scopus)

Enriching analytics models with domain knowledge for smart manufacturing data analysis

Zhang, H., Roy, U. & Lee, Y. T. T., Jan 1 2019, (Accepted/In press) In : International Journal of Production Research.

Research output: Contribution to journalArticle

Bayesian networks
Domain knowledge
Manufacturing
Interoperability
Decision making
1 Citation (Scopus)

Improving Data Science Projects by Enriching Analytical Models with Domain Knowledge

Zhang, H., Roy, U. & Saltz, J., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2828-2837 10 p. 8622364. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Analytical models
Bayesian networks
Interoperability
2 Citations (Scopus)
Product development
Data mining
Aircraft
Engineers
Communication
3 Citations (Scopus)

A data-driven approach for improving sustainability assessment in advanced manufacturing

Li, Y., Zhang, H., Roy, U. & Lee, Y. T., Jan 12 2018, Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1736-1745 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sustainability
Data-driven
Life Cycle Assessment
Sustainable development
Manufacturing
1 Citation (Scopus)
Markup languages
Data integration
Bayesian networks
Decision trees
Industry