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Publications: Wang, Guanjin
Journal Article
Weerakody, P.B., Wong, K.W. and Wang, G.ORCID: 0000-0002-5258-0532
(2022)
Cyclic gate recurrent neural networks for time series data with missing values.
Neural Processing Letters
.
Dong, Z., He, Y., Ren, Y., Wang, G.ORCID: 0000-0002-5258-0532 and Chu, D.
(2022)
Seasonal and year-round distributions of Bactrocera dorsalis (Hendel) and its risk to temperate fruits under climate change.
Insects, 13
(6).
Article 550.
Wang, G.ORCID: 0000-0002-5258-0532 and Wong, K.W.
(2022)
An accuracy-maximization learning framework for supervised and semi-supervised imbalanced data.
Knowledge-Based Systems, 255
.
Art. 109678.
Zhang, Y., Wang, G.ORCID: 0000-0002-5258-0532, Chung, F-L and Wang, S.
(2022)
A fuzzy system with common linear-term consequents equivalent to FLNN and GMM.
International Journal of Machine Learning and Cybernetics
.
Zhang, Y., Wang, G.ORCID: 0000-0002-5258-0532, Chung, F-L and Wang, S.
(2021)
Support vector machines with the known feature-evolution priors.
Knowledge-Based Systems, 223
.
Article 107048.
Kwok, S.W.H., Vadde, S.K. and Wang, G.ORCID: 0000-0002-5258-0532
(2021)
Tweet topics and sentiments relating to COVID-19 vaccination among Australian Twitter users: Machine learning analysis.
Journal of Medical Internet Research, 23
(5).
e26953.
Weerakody, P.B., Wong, K.W., Wang, G.ORCID: 0000-0002-5258-0532 and Ela, W.
(2021)
A review of irregular time series data handling with gated recurrent neural networks.
Neurocomputing, 441
.
pp. 161-178.
Wang, G.ORCID: 0000-0002-5258-0532, Wong, K.W. and Lu, J.
(2020)
AUC-based extreme learning machines for supervised and semi-supervised imbalanced classification.
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 51
(12).
pp. 7919-7930.
Wang, G.ORCID: 0000-0002-5258-0532, Choi, K-S, Teoh, J.Y-C and Lu, J.
(2020)
Deep cross-output knowledge transfer using stacked-structure least-squares support vector machines.
IEEE Transactions on Cybernetics, 52
(5).
pp. 3207-3220.
Chen, L., Zhi, X., Wang, H.ORCID: 0000-0003-2789-9530, Wang, G.
ORCID: 0000-0002-5258-0532, Zhou, Z., Yazdani, A. and Zheng, X.
(2020)
Driver fatigue detection via differential evolution extreme learning machine technique.
Electronics, 9
(11).
Article 1850.
Wang, G.ORCID: 0000-0002-5258-0532, Teoh, J.Y.C., Lu, J. and Choi, K-S
(2020)
Least squares support vector machines with fast leave-one-out AUC optimization on imbalanced prostate cancer data.
International Journal of Machine Learning and Cybernetics, 11
.
pp. 1909-1922.
Wang, G.ORCID: 0000-0002-5258-0532, Zhang, G., Choi, K-S, Lam, K-M and Lu, J.
(2020)
Output based transfer learning with least squares support vector machine and its application in bladder cancer prognosis.
Neurocomputing, 387
.
pp. 279-292.
Wang, G.ORCID: 0000-0002-5258-0532, Laga, H.
ORCID: 0000-0002-4758-7510, Jia, J., Miklavcic, S.J. and Srivastava, A.
(2020)
Statistical analysis and modeling of the geometry and topology of plant roots.
Journal of Theoretical Biology, 486
.
Article 110108.
Shen, X., Wang, G.ORCID: 0000-0002-5258-0532, Kwan, R.Y-C and Choi, K-S
(2020)
Using dual neural network architecture to detect the risk of dementia with community health data: Algorithm development and validation study.
JMIR Medical Informatics, 8
(8).
e19870.
Wang, G.ORCID: 0000-0002-5258-0532, Zhou, T., Choi, K-S and Lu, J.
(2020)
A deep-ensemble-level-based interpretable Takagi-Sugeno-Kang fuzzy classifier for imbalanced data.
IEEE Transactions on Cybernetics, 52
(5).
pp. 3805-3818.
Wang, G.ORCID: 0000-0002-5258-0532, Lu, J., Choi, K-S and Zhang, G.
(2020)
A transfer-based additive LS-SVM classifier for handling missing data.
IEEE Transactions on Cybernetics, 50
(2).
pp. 739-752.
Wang, G.ORCID: 0000-0002-5258-0532, Zhang, G., Choi, K-S and Lu, J.
(2019)
Deep additive least squares support vector machines for classification with model transfer.
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 49
(7).
pp. 1527-1540.
Wang, G.ORCID: 0000-0002-5258-0532, Deng, Z. and Choi, K-S
(2018)
Tackling missing data in community health studies using additive LS-SVM classifier.
IEEE Journal of Biomedical and Health Informatics, 22
(2).
pp. 579-587.
Wang, G.ORCID: 0000-0002-5258-0532, Deng, Z. and Choi, K-S
(2017)
Detection of epilepsy with electroencephalogram using rule-based classifiers.
Neurocomputing, 228
.
pp. 283-290.
Jiang, Y., Deng, Z., Chung, F-L, Wang, G.ORCID: 0000-0002-5258-0532, Qian, P., Choi, K-S and Wang, S.
(2017)
Recognition of epileptic EEG signals using a novel multiview TSK fuzzy system.
IEEE Transactions on Fuzzy Systems, 25
(1).
pp. 3-20.
Jiang, Y., Wu, D., Deng, Z., Qian, P., Wang, J., Wang, G.ORCID: 0000-0002-5258-0532, Chung, F-L, Choi, K-S and Wang, S.
(2017)
Seizure classification from EEG signals using transfer learning, semi-supervised learning and TSK fuzzy system.
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 25
(12).
pp. 2270-2284.
Xu, M., Wang, G.ORCID: 0000-0002-5258-0532, Chung, F-L and Wang, S.
(2016)
Linear combination of densities and its direct estimation framework with applications.
Neural Computing and Applications, 27
(6).
pp. 1477-1495.
Wang, G.ORCID: 0000-0002-5258-0532, Choi, K-S and Deng, Z.
(2016)
Noise-benefit FRSDE for speedup of density estimation on large data.
Journal of Intelligent & Fuzzy Systems, 30
(1).
pp. 443-450.
Wang, G.ORCID: 0000-0002-5258-0532, Lam, K-M, Deng, Z. and Choi, K-S
(2015)
Prediction of mortality after radical cystectomy for bladder cancer by machine learning techniques.
Computers in Biology and Medicine, 63
.
pp. 124-132.
Conference Paper
Gu, S., Wang, S. and Wang, G.ORCID: 0000-0002-5258-0532
(2020)
A novel stylistic classification method and its experimental study.
In: 14th International FLINS Conference (FLINS 2020): Developments of Artificial Intelligence Technologies in Computation and Robotics, 18 - 21 August 2020, Cologne, Germany
Lou, Q., Deng, Z., Wang, G.ORCID: 0000-0002-5258-0532 and Choi, K-S
(2019)
Reliability learning for interval Type-2 TSK fuzzy logic system with its application to medical diagnosis.
In: 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) 2019, 14 - 16 November 2019, Dalian, China
Wang, G.ORCID: 0000-0002-5258-0532, Lu, J., Teoh, J.Y-C and Choi, K-S
(2018)
Computer aided diagnostic tool for prostate cancer with rule extraction from support vector machines.
In: Data Science and Knowledge Engineering for Sensing Decision Support: Proceedings of the 13th International FLINS Conference, 21 - 24 August 2018, Belfast, Northern Ireland, UK
pp. 1315-1322.
Wang, G.ORCID: 0000-0002-5258-0532, Teoh, J.Y-C and Choi, K-S
(2018)
Diagnosis of prostate cancer in a Chinese population by using machine learning methods.
In: 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 17 - 21 July 2018, Honolulu, HI, USA
pp. 1-4.
Wang, G.ORCID: 0000-0002-5258-0532, Zhang, G., Choi, K-S, Lam, K-M and Lu, J.
(2017)
An output-based knowledge transfer approach and its application in bladder cancer prediction.
In: 2017 International Joint Conference on Neural Networks (IJCNN), 14 - 19 May 2017, Anchorage, AK, USA
pp. 356-363.
Book Chapter
Wang, G.ORCID: 0000-0002-5258-0532, Deng, Z. and Choi, K-S
(2015)
Detection of epileptic seizures in EEG signals with rule-based interpretation by random forest approach.
In: Huang, D-S and Han, K., (eds.)
Advanced Intelligent Computing Theories and Applications.
Springer, Cham, pp. 738-744.