Bayesian inference

Sun, Jianyong, Zhou, Aimin, Keates, Simeon ORCID: 0000-0002-2826-672X and Liao, Shengbin (2017) Simultaneous Bayesian clustering and feature selection through student’s t mixtures model. In: IEEE Transactions on Neural Networks and Learning Systems. IEEE, pp. 1-13. ISSN 2162-237X (Print), 2162-2388 (Online) (doi:https://doi.org/10.1109/TNNLS.2016.2619061)

Canonical correlation analysis (CCA)

Sun, Jianyong and Keates, Simeon ORCID: 0000-0002-2826-672X (2013) Canonical correlation analysis on data with censoring and error information. Neural Networks and Learning Systems, IEEE Transactions on, 24 (12). pp. 1909-1919. ISSN 2162-237X (doi:https://doi.org/10.1109/TNNLS.2013.2262949)

censored data

Sun, Jianyong and Keates, Simeon ORCID: 0000-0002-2826-672X (2013) Canonical correlation analysis on data with censoring and error information. Neural Networks and Learning Systems, IEEE Transactions on, 24 (12). pp. 1909-1919. ISSN 2162-237X (doi:https://doi.org/10.1109/TNNLS.2013.2262949)

compressed projection

Zhang, Yongquan, Li, Youmei, Sun, Jianyong and Ji, Jiabing (2015) Estimates on compressed neural networks regression. Neural Networks, 63. pp. 10-17. ISSN 0893-6080 (doi:https://doi.org/10.1016/j.neunet.2014.10.008)

Feature selection

Sun, Jianyong, Zhou, Aimin, Keates, Simeon ORCID: 0000-0002-2826-672X and Liao, Shengbin (2017) Simultaneous Bayesian clustering and feature selection through student’s t mixtures model. In: IEEE Transactions on Neural Networks and Learning Systems. IEEE, pp. 1-13. ISSN 2162-237X (Print), 2162-2388 (Online) (doi:https://doi.org/10.1109/TNNLS.2016.2619061)

latent variable model

Sun, Jianyong and Keates, Simeon ORCID: 0000-0002-2826-672X (2013) Canonical correlation analysis on data with censoring and error information. Neural Networks and Learning Systems, IEEE Transactions on, 24 (12). pp. 1909-1919. ISSN 2162-237X (doi:https://doi.org/10.1109/TNNLS.2013.2262949)

measurement errors

Sun, Jianyong and Keates, Simeon ORCID: 0000-0002-2826-672X (2013) Canonical correlation analysis on data with censoring and error information. Neural Networks and Learning Systems, IEEE Transactions on, 24 (12). pp. 1909-1919. ISSN 2162-237X (doi:https://doi.org/10.1109/TNNLS.2013.2262949)

neural networks

Zhang, Yongquan, Li, Youmei, Sun, Jianyong and Ji, Jiabing (2015) Estimates on compressed neural networks regression. Neural Networks, 63. pp. 10-17. ISSN 0893-6080 (doi:https://doi.org/10.1016/j.neunet.2014.10.008)

regression learning

Zhang, Yongquan, Li, Youmei, Sun, Jianyong and Ji, Jiabing (2015) Estimates on compressed neural networks regression. Neural Networks, 63. pp. 10-17. ISSN 0893-6080 (doi:https://doi.org/10.1016/j.neunet.2014.10.008)

Robust clustering

Sun, Jianyong, Zhou, Aimin, Keates, Simeon ORCID: 0000-0002-2826-672X and Liao, Shengbin (2017) Simultaneous Bayesian clustering and feature selection through student’s t mixtures model. In: IEEE Transactions on Neural Networks and Learning Systems. IEEE, pp. 1-13. ISSN 2162-237X (Print), 2162-2388 (Online) (doi:https://doi.org/10.1109/TNNLS.2016.2619061)

Tree-structured variational Bayes (VB)

Sun, Jianyong, Zhou, Aimin, Keates, Simeon ORCID: 0000-0002-2826-672X and Liao, Shengbin (2017) Simultaneous Bayesian clustering and feature selection through student’s t mixtures model. In: IEEE Transactions on Neural Networks and Learning Systems. IEEE, pp. 1-13. ISSN 2162-237X (Print), 2162-2388 (Online) (doi:https://doi.org/10.1109/TNNLS.2016.2619061)