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Personal profile

Biography

Tianhua Chen received the Ph.D. degree in Computational Intelligence from Aberystwyth University, U.K., in 2017. He is currently a Lecturer at the Department of Computer Science, School of Computing and Engineering, University of Huddersfield. Prior to this, Tianhua held an indefinite post of Research Fellow in the same department, where he has been working across a number of projects as a co-investigator applying Artificial Intelligence. 

With firsthand experience working with NHS and medical stakeholders in areas such as diabetes and ADHD diagnosis, Tianhua's main research interests lies in the realm of computational intelligence, data mining and analysis with application to healthcare intelligence. Tianhua is a regular reviewer for highly prestigous journals such as IEEE Transactions on Fuzzy Systems and IEEE Transactions on Cybernetics.

Research Expertise and Interests

Areas of research interest:

  • Machine Learning
  • Computational Intelligence
  • Intelligent Systems
  • Fuzzy Systems

Services:

  • Special Session Chair,  the 12th International Conference on Intelligent Robotics and Applications (ICIRA 2019)
  • Programme Committee Member, the 28th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2019)
  • Programme Committee Member, the 19th Annual UK Workshop on Computational Intelligence (UKCI-2019)
  • Programme Committee Member, the 16th IEEE International Conference on e-Business Engineering (ICEBE 2019)
  • Programme Committee Member, 16th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2019)
  • Programme Committee Member, the 27th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2018)
  • Session Chair, the 18th Annual UK Workshop on Computational Intelligence (UKCI-2018)
  • Programme Committee Member, the 15th IEEE International Conference on e-Business Engineering (ICEBE 2018)
  • Programme Committee Member, the 2018 IEEE International Symposium on Smart City and Informatization (iSCI 2018)

Keywords

  • Machine Learning
  • Computational Intelligence
  • Intelligent Systems
  • Deep Learning
  • Fuzzy Systems

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

  • 1 Similar Profiles
Fuzzy rules Engineering & Materials Science
Agglomeration Engineering & Materials Science
Particle swarm optimization (PSO) Engineering & Materials Science
Fuzzy clustering Engineering & Materials Science
Fuzzy Rules Mathematics
Classifiers Engineering & Materials Science
Feature extraction Engineering & Materials Science
Linguistics Engineering & Materials Science

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

Research Output 2014 2019

  • 11 Conference contribution
  • 5 Article

A New Approach for Transformation-based Fuzzy Rule Interpolation

Chen, T., Shang, C., Yang, J., Li, F. & Shen, Q., 9 Oct 2019, (Accepted/In press) In : IEEE Transactions on Fuzzy Systems.

Research output: Contribution to journalArticle

Fuzzy rules
Fuzzy Rules
Interpolation
Interpolate
Rule Base

On the Application of Preaggregation Functions to Fuzzy Pattern Tree

Su, P., Chen, T., Mao, H., Xie, J., Zhao, Y. & Liu, J., 8 Apr 2019, (Accepted/In press) IEEE International Conference on Fuzzy Systems 2019. IEEE, 6 p.

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

Agglomeration
Mathematical operators
Binary trees
Fuzzy set theory
Knowledge based systems

Sentiment Classification of Drug Reviews Using Fuzzy-rough Feature Selection

Chen, T., Su, P., Shang, C., Hill, R., Zhang, H. & Shen, Q., 5 Apr 2019, (Accepted/In press) IEEE International Conferences on Fuzzy Systems 2019. IEEE, 6 p.

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

Feature extraction
Public health

Dominant-Set-Based Consensus for Fuzzy C-Means Clustering Ensemble

Su, P., Chen, T., Xu, W., Shao, X., Wang, H. & Zhao, Y., 12 Nov 2018, Proceedings of 2018 International Conference on Machine Learning and Cybernetics, ICMLC 2018. IEEE, Vol. 1. p. 85-90 6 p. 18232967

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

Open Access
File
Experiments

Effective Diagnosis of Diabetes with a Decision Tree-initialised Neuro-Fuzzy Approach

Chen, T., Shang, C., Su, P., Antoniou, G. & Shen, Q., 12 Aug 2018, Advances in Computational Intelligence Systems: Contributions Presented at the 18th UK Workshop on Computational Intelligence. Lotfi, A., Bouchachia, H., Gegov, A., Langensiepen, C. & McGinnity, M. (eds.). Springer, Cham, p. 227-239 13 p. (Advances in Intelligent Systems and Computing).

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

Open Access
File
Medical problems
Decision trees
Fuzzy rules
Hazards
Health

Activities 2018 2019

  • 2 Organising a conference, workshop, ...
  • 2 Oral presentation
  • 1 Editorial work
  • 1 International Collaboration

The 12th International Conference on Intelligent Robotics and Applications

Tianhua Chen (Chair)
8 Aug 201911 Aug 2019

Activity: Participating in or organising an event typesOrganising a conference, workshop, ...

Artificial Intelligence in Medicine (Journal)

Tianhua Chen (Editor), Grigoris Antoniou (Editor)
2019 → …

Activity: Publication peer-review and editorial work typesEditorial work

18th Annual UK Workshop on Computational Intelligence

Tianhua Chen (Chair)
5 Sep 2018

Activity: Participating in or organising an event typesOrganising a conference, workshop, ...

Effective Diagnosis of Diabetes with a Decision Tree-Initialised Neuro-Fuzzy Approach

Tianhua Chen (Speaker), Grigoris Antoniou (Contributor to Paper or Presentation), Changjing Shang (Contributor to Paper or Presentation), Pan Su (Contributor to Paper or Presentation), Qiang Shen (Contributor to Paper or Presentation)
5 Sep 2018

Activity: Talk or presentation typesOral presentation

Weighted Fuzzy Rules Optimised by Particle Swarm for Network Intrusion Detection

Tianhua Chen (Speaker), Pan Su (Speaker), Changjing Shang (Speaker), Qiang Shen (Speaker)
8 Jul 2018

Activity: Talk or presentation typesOral presentation