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2020 – today
- 2024
[j31]Stephen Wai Hang Kwok
, Yuanpeng Zhang, Guanjin Wang:
Artificial intelligence in perinatal mental health research: A scoping review. Comput. Biol. Medicine 177: 108685 (2024)- [j30]Yitong He, Guanjin Wang, Yonglin Ren, Shan Gao, Simon J. McKirdy, Dong Chu:
Maxent modelling combined with fuzzy logic provides new insights into Predicting the distribution of potato cyst nematodes with limited data. Comput. Electron. Agric. 222: 109035 (2024) - [j29]Yuanpeng Zhang, Guanjin Wang, Ta Zhou, Xiuyu Huang, Saikit Lam, Jiabao Sheng, Kup-Sze Choi, Jing Cai, Weiping Ding:
Takagi-Sugeno-Kang fuzzy system fusion: A survey at hierarchical, wide and stacked levels. Inf. Fusion 101: 101977 (2024) - [j28]Ta Zhou, Guanjin Wang, Kup-Sze Choi, Shitong Wang:
A two-view deep interpretable TSK fuzzy classifier under mutually teachable classification criterion. Inf. Sci. 665: 120388 (2024) - [j27]Fuping Hu, Zhaohong Deng, Guanjin Wang, Zhenping Xie, Kup-Sze Choi, Shitong Wang:
Graph Fuzzy System for the Whole Graph Prediction: Concepts, Models, and Algorithms. IEEE Trans. Fuzzy Syst. 32(3): 1383-1398 (2024) - [j26]Zhuangzhuang Zhao, Hongtan Yang, Zhaohong Deng, Wei Zhang, Chenxi Luo, Guanjin Wang, Yuxi Ge, Shudong Hu:
Pseudolabel Enhanced Multiview Deep Concept Factorization Fuzzy Clustering. IEEE Trans. Fuzzy Syst. 32(9): 5334-5347 (2024) - [i2]Guanjin Wang, Junyu Xuan, Penghao Wang, Chengdao Li, Jie Lu:
LSTM Autoencoder-based Deep Neural Networks for Barley Genotype-to-Phenotype Prediction. CoRR abs/2407.16709 (2024) - [i1]Tahmina Khanam, Hamid Laga, Mohammed Bennamoun, Guanjin Wang, Ferdous Sohel, Farid Boussaïd, Guan Wang, Anuj Srivastava:
A Riemannian Approach for Spatiotemporal Analysis and Generation of 4D Tree-shaped Structures. CoRR abs/2408.12443 (2024) - 2023
- [j25]Philip B. Weerakody, Kok Wai Wong, Guanjin Wang:
Policy gradient empowered LSTM with dynamic skips for irregular time series data. Appl. Soft Comput. 142: 110314 (2023) - [j24]Kok Kiang Long, Stephen Wai Hang Kwok, Jayne Kotz, Guanjin Wang:
A deep multi-view imbalanced learning approach for identifying informative COVID-19 tweets from social media. Comput. Biol. Medicine 164: 107232 (2023) - [j23]Guanjin Wang, Zi Shen Darren Soo:
BE-ELM: Biological ensemble Extreme Learning Machine without the need of explicit aggregation. Expert Syst. Appl. 230: 120677 (2023) - [j22]Yuanpeng Zhang, Guanjin Wang, Xiuyu Huang, Weiping Ding:
TSK fuzzy system fusion at sensitivity-ensemble-level for imbalanced data classification. Inf. Fusion 92: 350-362 (2023) - [j21]Guanjin Wang, Stephen Wai Hang Kwok, Daniel Axford, Muhammed Yousufuddin, Ferdous Sohel:
An AUC-maximizing classifier for skewed and partially labeled data with an application in clinical prediction modeling. Knowl. Based Syst. 278: 110831 (2023) - [j20]Philip B. Weerakody, Kok Wai Wong, Guanjin Wang:
Cyclic Gate Recurrent Neural Networks for Time Series Data with Missing Values. Neural Process. Lett. 55(2): 1527-1554 (2023) - [j19]Ta Zhou, Guanjin Wang, Kup-Sze Choi, Shitong Wang:
Recognition of Sleep-Wake Stages by Deep Takagi-Sugeno-Kang Fuzzy Classifier with Random Rule Heritage. IEEE Trans. Emerg. Top. Comput. Intell. 7(5): 1458-1469 (2023) - [j18]Guanjin Wang, Stephen Wai Hang Kwok, Muhammed Yousufuddin, Ferdous Sohel:
A Novel AUC Maximization Imbalanced Learning Approach for Predicting Composite Outcomes in COVID-19 Hospitalized Patients. IEEE J. Biomed. Health Informatics 27(8): 3794-3805 (2023) - [c9]Stephen Wai Hang Kwok, Jayne Kotz, Tracy Reibel, Guanjin Wang, Roz Walker, Rhonda Marriott:
Coupling Machine Learning Models with Innovative Technology-based Screening Tool for Identifying Psychological Distress among Aboriginal Perinatal Mothers. EMBC 2023: 1-4 - [c8]Stephen Wai Hang Kwok, Christine Sipka, Aled Matthews, Carol Pontes Lara, Guanjin Wang, Kup-Sze Choi:
Predicting Dementia Risk for Elderly Community Dwellers in Primary Care Services Using Subgroup-specific Prediction Models. EMBC 2023: 1-4 - [c7]Erhao Zhou, Guanjin Wang, Shitong Wang:
Improved Training of GMM-Based TSK Fuzzy System from Stability Perspective. ISKE 2023: 62-70 - 2022
- [j17]Guanjin Wang, Kok Wai Wong:
An accuracy-maximization learning framework for supervised and semi-supervised imbalanced data. Knowl. Based Syst. 255: 109678 (2022) - [j16]Yuanpeng Zhang, Guanjin Wang, Fu-Lai Chung, Shitong Wang:
A fuzzy system with common linear-term consequents equivalent to FLNN and GMM. Int. J. Mach. Learn. Cybern. 13(5): 1475-1492 (2022) - [j15]Guanjin Wang, Kup-Sze Choi, Jeremy Yuen-Chun Teoh, Jie Lu:
Deep Cross-Output Knowledge Transfer Using Stacked-Structure Least-Squares Support Vector Machines. IEEE Trans. Cybern. 52(5): 3207-3220 (2022) - [j14]Guanjin Wang, Ta Zhou, Kup-Sze Choi, Jie Lu:
A Deep-Ensemble-Level-Based Interpretable Takagi-Sugeno-Kang Fuzzy Classifier for Imbalanced Data. IEEE Trans. Cybern. 52(5): 3805-3818 (2022) - [c6]Cassandra Berry, Kok Wai Wong, Guanjin Wang, Shri Rai, Mohd Fairuz Shiratuddin:
How a mRNA COVID-19 Vaccine works inside a Cell: A Virtual Reality Serious Game. SeGAH 2022: 1-6 - 2021
- [j13]Philip B. Weerakody, Kok Wai Wong, Guanjin Wang, Wendell Ela:
A review of irregular time series data handling with gated recurrent neural networks. Neurocomputing 441: 161-178 (2021) - [j12]Yuanpeng Zhang, Guanjin Wang, Fu-Lai Chung, Shitong Wang:
Support vector machines with the known feature-evolution priors. Knowl. Based Syst. 223: 107048 (2021) - [j11]Guanjin Wang, Kok Wai Wong, Jie Lu:
AUC-Based Extreme Learning Machines for Supervised and Semi-Supervised Imbalanced Classification. IEEE Trans. Syst. Man Cybern. Syst. 51(12): 7919-7930 (2021) - [c5]Guanjin Wang, Stephen Wai Hang Kwok:
Using K-Means Clustering Method with Doc2Vec to Understand the Twitter Users' Opinions on COVID-19 Vaccination. BHI 2021: 1-4 - 2020
- [j10]Guanjin Wang, Guangquan Zhang, Kup-Sze Choi, Kin-Man Lam, Jie Lu:
Output based transfer learning with least squares support vector machine and its application in bladder cancer prognosis. Neurocomputing 387: 279-292 (2020) - [j9]Guanjin Wang, Jeremy Yuen-Chun Teoh, Jie Lu, Kup-Sze Choi:
Least squares support vector machines with fast leave-one-out AUC optimization on imbalanced prostate cancer data. Int. J. Mach. Learn. Cybern. 11(8): 1909-1922 (2020) - [j8]Guanjin Wang, Jie Lu, Kup-Sze Choi, Guangquan Zhang:
A Transfer-Based Additive LS-SVM Classifier for Handling Missing Data. IEEE Trans. Cybern. 50(2): 739-752 (2020)
2010 – 2019
- 2019
- [j7]Guanjin Wang, Guangquan Zhang, Kup-Sze Choi, Jie Lu:
Deep Additive Least Squares Support Vector Machines for Classification With Model Transfer. IEEE Trans. Syst. Man Cybern. Syst. 49(7): 1527-1540 (2019) - [c4]Qiongdan Lou, Zhaohong Deng, Guanjin Wang, Kup-Sze Choi:
Reliability Learning for Interval Type-2 TSK Fuzzy Logic System with its Application to Medical Diagnosis. ISKE 2019: 43-50 - 2018
- [b1]Guanjin Wang:
Health care predictive analytics using artificial intelligence techniques. University of Technology Sydney, Australia, 2018 - [j6]Guanjin Wang, Zhaohong Deng, Kup-Sze Choi:
Tackling Missing Data in Community Health Studies Using Additive LS-SVM Classifier. IEEE J. Biomed. Health Informatics 22(2): 579-587 (2018) - [c3]Guanjin Wang, Jeremy Yuen-Chun Teoh, Kup-Sze Choi:
Diagnosis of prostate cancer in a Chinese population by using machine learning methods. EMBC 2018: 1-4 - 2017
- [j5]Guanjin Wang, Zhaohong Deng, Kup-Sze Choi:
Detection of epilepsy with Electroencephalogram using rule-based classifiers. Neurocomputing 228: 283-290 (2017) - [j4]Yizhang Jiang, Zhaohong Deng, Fu-Lai Chung, Guanjin Wang, Pengjiang Qian, Kup-Sze Choi, Shitong Wang:
Recognition of Epileptic EEG Signals Using a Novel Multiview TSK Fuzzy System. IEEE Trans. Fuzzy Syst. 25(1): 3-20 (2017) - [c2]Guanjin Wang, Guangquan Zhang, Kup-Sze Choi, Kin-Man Lam, Jie Lu:
An output-based knowledge transfer approach and its application in bladder cancer prediction. IJCNN 2017: 356-363 - 2016
- [j3]Guanjin Wang, Kup-Sze Choi, Zhaohong Deng:
Noise-benefit FRSDE for speedup of density estimation on large data. J. Intell. Fuzzy Syst. 30(1): 443-450 (2016) - [j2]Min Xu, Guanjin Wang, Korris Fu-Lai Chung, Shitong Wang:
Linear combination of densities and its direct estimation framework with applications. Neural Comput. Appl. 27(6): 1477-1495 (2016) - 2015
- [j1]Guanjin Wang, Kin-Man Lam, Zhaohong Deng, Kup-Sze Choi:
Prediction of mortality after radical cystectomy for bladder cancer by machine learning techniques. Comput. Biol. Medicine 63: 124-132 (2015) - [c1]Guanjin Wang, Zhaohong Deng, Kup-Sze Choi:
Detection of Epileptic Seizures in EEG Signals with Rule-Based Interpretation by Random Forest Approach. ICIC (3) 2015: 738-744
Coauthor Index
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