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Personal profile

Education/Academic qualification

PHD, Purdue University

… → 1991

BS, Peking University

… → 1985

Fingerprint Fingerprint is based on mining the text of the experts' scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Intrusion detection Engineering & Materials Science
Quality of service Engineering & Materials Science
Information systems Engineering & Materials Science
Data mining Engineering & Materials Science
Computer networks Engineering & Materials Science
Planning Engineering & Materials Science
Neural networks Engineering & Materials Science
Failure analysis Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 1991 2019

  • 2428 Citations
  • 25 h-Index
  • 76 Article
  • 16 Conference contribution
  • 2 Patent
  • 1 Book

The Partial-Value Association Discovery Algorithm and Applications

Ye, N., Fok, T. Y., Collofello, J., Montgomery, D. & Mills, K., Apr 26 2019, Proceedings - 2019 Amity International Conference on Artificial Intelligence, AICAI 2019. Institute of Electrical and Electronics Engineers Inc., p. 6-13 8 p. 8701378. (Proceedings - 2019 Amity International Conference on Artificial Intelligence, AICAI 2019).

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

Data mining
Learning systems
Data handling
Computer networks
Students
2 Citations (Scopus)

Learning partial-value variable relations for system modeling

Ye, N., Fok, T. Y., Wang, X., Collofello, J. & Dickson, N., Jun 13 2018, Proceedings - 2018 4th International Conference on Control, Automation and Robotics, ICCAR 2018. Institute of Electrical and Electronics Engineers Inc., p. 368-372 5 p. 8384702

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

System Modeling
Data mining
Learning systems
Energy utilization
Partial

Modeling an energy consumption system with partial-value data associations

Ye, N., Fok, T. Y. & Chong, O., Jan 1 2018, In : Advances in Science, Technology and Engineering Systems. 3, 6, p. 372-379 8 p.

Research output: Contribution to journalArticle

energy consumption
Energy utilization
learning
Decision trees
Energy consumption
1 Citation (Scopus)

The PVAD Algorithm to Learn Partial-Value Variable Associations with Application to Modelling for Engineering Retention

Ye, N., Fok, T. Y., Wang, X., Collofello, J. & Dickson, N., Jan 1 2018, In : IFAC-PapersOnLine. 51, 2, p. 505-510 6 p.

Research output: Contribution to journalArticle

Students
4 Citations (Scopus)
Multilayers
Data mining
Computational complexity

Projects 1998 2021