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Tianhua Chen

Dr

 https://orcid.org/0000-0003-4495-1871

Accepting PhD Students

PhD projects

I am interested in the general area of machine learning and its real-world applications. Please contact me for details.

20142020

Research output per year

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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. 

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 analytics with application to healthcare intelligence. Tianhua is a Cisco certified network professional in routing & switching. He is also a regular reviewer for highly prestigous journals such as IEEE Transactions on Fuzzy Systems and IEEE Transactions on Cybernetics.

Research Expertise and Interests

Teaching (2019/2020):

Module Leader: MSc CMS3503 Machine Learning 

Module Leader: MSc CMI3506 Case Study in Data Analytics and Artificial Intelligence

Module Tutor: BSc CHA2555 Artificial Intelligence

 Areas of research interest:

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

Services:

  • (Special) Session Chair, ICIRA 2019, UKCI 2018
  • Technical Programme Committee Member: FUZZ-IEEE 2020 2019 2018, UKCI 2020 2019 2018, ICEBE 2020 2019 2018, MICCA2020, FSDM 2020, MobiSPC 2019, iSCI 2018

 

Research Expertise and Interests

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

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Projects

Automatic ADHD Diagnosis using Artificial Intelligence

Antoniou, G. & Chen, T.

1/07/18 → 30/06/19

Project: Research

Research Output

  • 14 Conference contribution
  • 6 Article

A Pythagorean Fuzzy Preference Relation Approach for Group Decision Making

Zhang, H., Chen, T., Wang, Z., Chen, Y. & Chen, C., 2020, (Accepted/In press) 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

A New Approach for Transformation-based Fuzzy Rule Interpolation

Chen, T., Shang, C., Yang, J., Li, F. & Shen, Q., 29 Oct 2019, In : IEEE Transactions on Fuzzy Systems. 15 p.

Research output: Contribution to journal › Article

Open Access
File

    • Automatic Diagnosis of Attention Deficit Hyperactivity Disorder Using Machine Learning

    Chen, T., Antoniou, G., Adamou, M., Tachmazidis, I. & Su, P., 27 Dec 2019, (Accepted/In press) In : Applied Artificial Intelligence.

    Research output: Contribution to journal › Article

    • Exploiting Reliability-Guided Aggregation for the Assessment of Curvilinear Structure Tortuosity

    Su, P., Zhao, Y., Chen, T., Xie, J., Zhao, Y., Qi, H., Zheng, Y. & Liu, J., 4 Dec 2019, Medical Image Computing and Computer Assisted Intervention - MICCAI 2019: 22nd International Conference, Shenzhen, China, October 13-17, 2019, Proceedings, Part IV . Shen, D., Liu, T., Peters, T. M., Staib, L. H., Essert, C., Zhou, S., Yap, P-T. & Khan, A. (eds.). 1st ed. Cham: Springer, Cham, Vol. LNCS11767. p. 12-20 9 p. (Lecture Notes in Computer Science; vol. LNCS11767).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Method Selecting Correct One Among Alternatives Utilizing Intuitionistic Fuzzy Preference Relation Without Consensus Reaching Process

    Zhang, H., Zheng, Q., Wang, Z., Chen, Y., Liu, T. & Chen, T., 10 Oct 2019, 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE, 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Activities

    • 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 2019 → 11 Aug 2019

    Activity: Participating in or organising an event types › Organising a conference, workshop, ...

    Artificial Intelligence in Medicine (Journal)

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

    Activity: Publication peer-review and editorial work types › Editorial work

    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 types › Oral presentation

    18th Annual UK Workshop on Computational Intelligence

    Tianhua Chen (Chair)
    5 Sep 2018

    Activity: Participating in or organising an event types › Organising a conference, workshop, ...

    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 types › Oral presentation