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Last updated 10th March 2023
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.
Tianhua's research interests lie in explainable AI (XAI), with a particular interest in neuro-symbolic/fuzzy systems. He has published over 50 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.
Tianhua has edited two book volumes and organised a number of special issues in journals such as Artificial Intelligence in Medicine and Frontiers in Neuroscience. Tianhua is an Editorial Board Member of Artificial Intelligence in Medicine journal. Apart fromt the healthcare sector, Tianhua is also very keen translating AI techniques into more real-world applications such as the business and engineering domain.
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
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
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Research Expertise and Interests
- Machine Learning
- Deep Learning
- Computer Vision
- Natural Language Processing
- Engineering Applications of Artificial Intelligence
- Business Analytics
- Computational Intelligence
- Applied Artificial Intelligence
- AI for Health and Medicine
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Projects
- 1 Finished
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A hybrid machine learning approach for prediction of conversion from mild cognitive impairment to dementia
Bucholc, M., Titarenko, S., Ding, X., Canavan, C. & Chen, T., 1 May 2023, In: Expert Systems with Applications. 217, 9 p., 119541.Research output: Contribution to journal › Article › peer-review
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Efficiently generating sentence-level textual adversarial examples with Seq2seq Stacked Auto-Encoder
Li, A., Zhang, F., Li, S., Chen, T., Su, P. & Wang, H., 1 Mar 2023, In: Expert Systems with Applications. 213, Part C, 9 p., 119170.Research output: Contribution to journal › Article › peer-review
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Exploring the Structure of IoT Data: A Symbolic Analysis Perspective
Shen, Y., Pedrycz, W., Li, W., Xiao, Z., Chen, T., Xu, X. & Chen, Y., 9 Feb 2023, In: Wireless Communications and Mobile Computing. 2023, 16 p., 3267820.Research output: Contribution to journal › Article › peer-review
Open Access -
A Case Study of Diabetes Diagnosis Using a Neuro-Fuzzy System
Russell, R., Chen, T. & Hill, R., 26 Oct 2022, Artificial Intelligence in Healthcare: Recent Applications and Developments. Chen, T., Carter, J., Mahmud, M. & Singh Khuman, A. (eds.). Springer Singapore, p. 277-298 22 p. (Brain Informatics and Health).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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A Case Study of Using Machine Learning Techniques for COVID-19 Diagnosis
Dinacci, M., Chen, T., Mahmud, M. & Parkinson, S., 26 Oct 2022, Artificial Intelligence in Healthcare: Recent Applications and Developments. Chen, T., Carter, J., Mahmud, M. & Singh Khuman, A. (eds.). Springer Singapore, p. 201-213 13 p. (Brain Informatics and Health).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
Activities
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Development of A Convolutional Neural Network Architecture for Production Based Photovoltaic Fault Detection
Muhammad Hussain (Speaker), Tianhua Chen (Speaker), Sofya Titarenko (Contributor to Paper or Presentation), Richard Hill (Contributor to Paper or Presentation) & Hussain Al-Aqrabi (Contributor to Paper or Presentation)
9 Sep 2022Activity: Talk or presentation types › Oral presentation
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Predictions for COVID-19 Transmission Trend with Probabilistic FastText model
Siyue Song (Speaker), Tianhua Chen (Contributor to Paper or Presentation), Sean Knox (Speaker) & Grigoris Antoniou (Speaker)
16 Jun 2022Activity: Talk or presentation types › Oral presentation
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Approximate Reasoning with Fuzzy Rule-based Systems Supported by Transformation-based Interpolative Reasoning
Tianhua Chen (Keynote speaker)
26 Dec 2021Activity: Talk or presentation types › Invited talk
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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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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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