糖心原创

School of Computer Science
 

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Chao Chen

Assistant Professor, Faculty of Science

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Biography

Member of the Laboratory for Uncertainty in Data and Decision Making (LUCID) and the Intelligent Modelling and Analysis (IMA) Research Group. His main research interests lie in the development of artificial intelligence techniques in the area of fuzzy sets and systems. He is particularly interested in optimisation and evaluation - focusing on how better performance can be achieved across broad criteria (e.g. accuracy, efficiency, interpretability, and explainability), and how such improvements can be more accurately measured.

Recent Publications

  • LIANG, CHENGJIA, WANG, ZHENGJIONG, CHEN, CHAO, ZHANG, RUIZHI, LIANG, SONGXI, XIE, HAI, LEI, HAIJUN and HUANG, ZHONGWEI, 2026. DW-DGAT: Dynamically Weighted Dual Graph Attention Network for Neurodegenerative Disease Diagnosis In: Proceedings AAAI Conference on Artificial Intelligence. 1-9
  • HUANG, ZHONGWEI, LIANG, CHENGJIA, PENG, YIYUAN, CHEN, CHAO, LEI, HAIJUN and TAN, BAOHUA, 2025. In: Proceedings IEEE International Conference on Bioinformatics and Biomedicine. 1-4
  • CHEN, CHAO, MENDEL, JERRY M and GARIBALDI, JONATHAN M, 2025. IEEE Transactions on Fuzzy Systems. 1-10
  • CHEN, CHAO, MENDEL, JERRY M. and GARIBALDI, JONATHAN M., 2025.
  • LIANG, CHENGJIA, WANG, ZHENGJIONG, CHEN, CHAO, ZHANG, RUIZHI, LIANG, SONGXI, XIE, HAI, LEI, HAIJUN and HUANG, ZHONGWEI, 2026. DW-DGAT: Dynamically Weighted Dual Graph Attention Network for Neurodegenerative Disease Diagnosis In: Proceedings AAAI Conference on Artificial Intelligence. 1-9
  • HUANG, ZHONGWEI, LIANG, CHENGJIA, PENG, YIYUAN, CHEN, CHAO, LEI, HAIJUN and TAN, BAOHUA, 2025. In: Proceedings IEEE International Conference on Bioinformatics and Biomedicine. 1-4
  • CHEN, CHAO, MENDEL, JERRY M and GARIBALDI, JONATHAN M, 2025. IEEE Transactions on Fuzzy Systems. 1-10
  • CHEN, CHAO, MENDEL, JERRY M. and GARIBALDI, JONATHAN M., 2025.
  • TAVARES, LUCAS GIUSTI, LIMA, JANIO, MELO, MATHEUS, CHEN, CHAO, GARIBALDI, JONATHAN M, SCATENA, GABRIEL DOS SANTOS, COSTA, ANNA HELENA REALI, GOMI, EDSON SATOSHI, SALLES, REBECCA, PACITTI, ESTHER, SANTOS, ISMAEL, SIQUEIRA, ISABELA GUIMAR~AES, CARVALHO, DIEGO, COUTINHO, RAFAELLI, PORTO, FABIO and OGASAWARA, EDUARDO, 2025. In: Proceedings International Joint Conference on Neural Networks. 1-8
  • HUANG, ZHONGWEI, WANG, KAI, CHEN, CHAO, CHEN, JIANXIA, WAN, JUN, YANG, ZHI, ZHOU, RAN and GAN, HAITAO, 2025. IEEE Journal of Biomedical and Health Informatics. 1-13
  • KWOK, T'NG CHANG, CHEN, CHAO, VEERAVALLI, JAYAPRAKASH, COUPLAND, CAROL A C, JUSZCZAK, EDMUND, GARIBALDI, JONATHAN, MITCHELL, KIRSTEN, FRANCIS, KATE L, MCKINLAY, CHRISTOPHER J D, MANLEY, BRETT J and SHARKEY, DON, 2025. PLOS Digital Health. 4(12), 1-19
  • LIN, QIAO, CHEN, XIN, CHEN, CHAO, JATHANNA, NIKESH, SWOBODA, PETER P, JAMIL-COPLEY, SHAHNAZ and GARIBALDI, JONATHAN M, 2025. In: Proceedings IEEE Symposium on Computational Intelligence in Health and Medicine. 1-6
  • ABBASOV, FAKHRI, CHEN, CHAO and GARIBALDI, JONATHAN M, 2025. In: Proceedings IEEE International Conference on Fuzzy Systems. 1-6
  • CHEN, CHAO, WAGNER, CHRISTIAN and GARIBALDI, JONATHAN M, 2024. Gradient-based Fuzzy System Optimisation via Automatic Differentiation - FuzzyR as a Use Case arXiv:2403.12308 [cs.AI].
  • SALLES, REBECCA, LIMA, JANIO, REIS, MICHEL, COUTINHO, RAFAELLI, PACITTI, ESTHER, MASSEGLIA, FLORENT, AKBARINIA, REZA, CHEN, CHAO, GARIBALDI, JONATHAN, PORTO, FABIO and OGASAWARA, EDUARDO, 2024. Computers & Industrial Engineering. 198, 110728
  • LIN, QIAO, CHEN, XIN, CHEN, CHAO and GARIBALDI, JONATHAN M, 2024. Information Sciences. 661, 120183
  • LIN, QIAO, CHEN, XIN, CHEN, CHAO, PEKASLAN, DIRENC and GARIBALDI, JONATHAN M, 2023. In: Proceedings IEEE International Conference on Fuzzy Systems. 1-6
  • WANG, XINXIN, LI, MING, CHEN, CHAO and GARIBALDI, JONATHAN M, 2023. In: Proceedings IEEE International Conference on Fuzzy Systems. 1-7
  • LIN, Q, CHEN, X, CHEN, CHAO and GARIBALDI, J M, 2022. In: IEEE International Conference on Fuzzy Systems.
  • LIN, QIAO, CHEN, XIN, CHEN, CHAO and GARIBALDI, JONATHAN M, 2022. IEEE Transactions on Fuzzy Systems. 1-14
  • LIN, QIAO, CHEN, XIN, CHEN, CHAO and GARIBALDI, JONATHAN M, 2022. In: Proceedings IEEE International Conference on Fuzzy Systems. 1-8
  • RAZAK, TAJUL ROSLI, CHEN, CHAO, GARIBALDI, JONATHAN M and WAGNER, CHRISTIAN, 2021. In: Proceedings IEEE International Conference on Fuzzy Systems. 1-6
  • LIN, QIAO, CHEN, XIN, CHEN, CHAO and GARIBALDI, JONATHAN M, 2021. In: Proceedings IEEE International Conference on Fuzzy Systems. 1-7
  • CHEN, CHAO, ZHAO, YU, WAGNER, CHRISTIAN, PEKASLAN, DIRENC and GARIBALDI, JONATHAN M, 2021. In: Proceedings IEEE International Conference on Fuzzy Systems. 1-6
  • CHEN, CHAO, WU, DONGRUI, GARIBALDI, JONATHAN M, JOHN, ROBERT I, TWYCROSS, JAMIE and MENDEL, JERRY M, 2021. IEEE Transactions on Fuzzy Systems. 29(6), 1556-1566
  • RUNKLER, THOMAS A, CHEN, CHAO, COUPLAND, SIMON and JOHN, ROBERT, 2020. In: Proceedings IEEE International Conference on Fuzzy Systems. 1-6
  • PEKASLAN, DIRENC, CHEN, CHAO, WAGNER, CHRISTIAN and GARIBALDI, JONATHAN M, 2020. In: Proceedings Information Processing and Management of Uncertainty in Knowledge-Based Systems. 571-584
  • CHEN, CHAO, RAZAK, TAJUL ROSLI and GARIBALDI, JONATHAN M, 2020. In: Proceedings IEEE International Conference on Fuzzy Systems. 1-8
  • RUNKLER, THOMAS A, CHEN, CHAO, COUPLAND, SIMON and JOHN, ROBERT, 2019. In: Proceedings IEEE International Conference on Fuzzy Systems. 1-6
  • CHEN, CHAO, GARIBALDI, JONATHAN M. and RAZAK, TAJUL, 2019. FuzzyR: Fuzzy Logic Toolkit for R
  • CHEN, CHAO and WU, DONGRUI, 2019.
  • RUNKLER, THOMAS A, CHEN, CHAO and JOHN, ROBERT, 2018. In: Proceedings 28th GMA Workshop on Computational Intelligence. 139-146
  • RUNKLER, THOMAS A, CHEN, CHAO and JOHN, ROBERT, 2018. Information Sciences. 467, 464-476
  • CHEN, CHAO, WU, DONGRUI, GARIBALDI, JONATHAN MARK, JOHN, ROBERT, TWYCROSS, JAMIE and MENDEL, JERRY M, 2018. IEEE Transactions on Fuzzy Systems. 26(6), 3905-3907
  • RUNKLER, THOMAS A., COUPLAND, SIMON, JOHN, ROBERT and CHEN, CHAO, 2018. . In: MOSTAGHIM, SANAZ, N'URNBERGER, ANDREAS and BORGELT, CHRISTIAN, eds., Frontiers in Computational Intelligence Springer International Publishing. 47-59
  • CHEN, CHAO, JOHN, ROBERT, TWYCROSS, JAMIE and GARIBALDI, JONATHAN M., 2018. IEEE Transactions on Fuzzy Systems. 26(2), 1079-1085
  • CHEN, CHAO, TWYCROSS, JAMIE and GARIBALDI, JONATHAN M, 2017. PLOS ONE. 12(3), 1-23
  • CHEN, C, JOHN, R, TWYCROSS, J and GARIBALDI, J M, 2017. In: Proceedings IEEE International Conference on Fuzzy Systems. 1-6
  • CHEN, C, JOHN, R, TWYCROSS, J and GARIBALDI, J M, 2016. In: Proceedings IEEE International Conference on Fuzzy Systems. 602-609

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糖心原创
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