Projects per year
Personal profile
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5 Last checked 28 Septemeber 2020
Biography
Tianhua Chen received the Ph.D. degree in Computational Intelligence from Aberystwyth University, Aberystwyth, U.K., in 2017. He is currently a Senior Lecturer in Artificial Intelligence with the Department of Computer Science, School of Computing and Engineering, University of Huddersfield.
Dr Chen has published approximately 40 peer reviewed papers in leading international journals and conferences, including a lead-authored paper selected as IEEE Transactions on Fuzzy System Publication Spotlight Article by IEEE Computational Intelligence Society.
Dr Chen has also edited a book volume and several special issues in journals such as Artificial Intelligence in Medicine and Frontiers in Neuroscience. With research supported by Research England, NHS among various stakeholders, Dr Chen’s main research interests lie in the realm of AI in medicine and healthcare. Tianhua is also an Editorial Board Member of Artificial Intelligence in Medicine journal.
Research Expertise and Interests
Teaching (2021/2020):
Course Leader: MSc Artificial Intelligence
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
- Artificial Intelligence in Medicine
- Fuzzy Systems
Services:
- (Special) Session Chair, BI2021, ICIRA 2019, UKCI 2018
- Technical Programme Committee Member: IJCAI 2021, MICCAI 2021 2020, FUZZ-IEEE 2021 2020 2019 2018, UKCI 2021 2020 2019 2018, ICEBE 2021 2020 2019 2018, BI 2021, FSDM 2020, MobiSPC 2020 2019, iSCI 2018
Research Degree Supervision
I am interested in the general area of machine learning and its real-world applications.
Click here to see all postgraduate research opportunities with Dr Tianhua Chen
Research Expertise and Interests
- Machine Learning
- Computational Intelligence
- Intelligent Systems
- Deep Learning
- Fuzzy Systems
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Projects
- 1 Finished
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A Decision Tree-initialised Neuro-fuzzy Approach for Clinical Decision Support
Chen, T., Shang, C., Su, P., Keravnou-Papailiou, E., Zhao, Y., Antoniou, G. & Shen, Q., 1 Jan 2021, In: Artificial Intelligence in Medicine. 111, 13 p., 101986.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
An Outlier Detection Informed Aggregation Approach for Group Decision Making
Chen, C., Chen, T., Wang, Z., Chen, Y. & Zhang, H., 24 May 2021, Fuzzy Logic: Recent Applications and Developments. Carter, J., Chiclana, F., Singh Khuman, A. & Chen, T. (eds.). 1 ed. Cham: Springer Nature Switzerland AG, p. 95-105 11 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Applying Fuzzy Pattern Trees for the Assessment of Corneal Nerve Tortuosity
Su, P., Zhang, X., Qiu, H., Xie, J., Zhao, Y., Liu, J. & Chen, T., 24 May 2021, Fuzzy Logic: Recent Applications and Developments. Carter, J., Chiclana, F., Singh Khuman, A. & Chen, T. (eds.). 1 ed. Cham: Springer Nature Switzerland AG, p. 131-143 13 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Assessing Significance of Cognitive Assessments for Diagnosing Alzheimer's Disease with Fuzzy-Rough Feature Selection
Chen, T., Shang, C., Su, P., Shen, Y., Mahmud, M., Moodley, R., Antoniou, G. & Shen, Q., 13 Jul 2021, (Accepted/In press) 20th UK Workshop on Computational Intelligence (UKCI 2021). 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Autism Spectrum Disorder Classification Using a Self-organising Fuzzy Classifier
Stirling, J., Chen, T. & Adamou, M., 24 May 2021, Fuzzy Logic: Recent Applications and Developments. Carter, J., Chiclana, F., Singh Khuman, A. & Chen, T. (eds.). 1 ed. Cham: Springer Nature Switzerland AG, p. 83-94 12 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
Activities
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Development and Approval Group (DAG) Scrutiny Event
Tianhua Chen (Participant)
1 Jul 2021Activity: Participating in or organising an event types › Participating in a conference, workshop, ...
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17th IEEE International Conference on e-Business Engineering (Event)
Tianhua Chen (Programme Committee Member)
Jun 2020 → Oct 2020Activity: Publication peer-review and editorial work types › Conference Peer-review
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Springer Nature Switzerland AG (Publisher)
Jennifer Carter (Editor), Francisco Chiclana (Editor), Arjab Singh Khuman (Editor) & Tianhua Chen (Editor)
Oct 2019 → Oct 2020Activity: Publication peer-review and editorial work types › Editorial work
Press / Media
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A New Approach for Transformation Based Fuzzy Rule Interpolation
1/05/21
1 Media contribution
Press/Media: Research
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