Publications: Sivaramakrishnan, Jayaram

Journal Article

Sivaramakrishnan, J., Lee, G., Parlevliet, D. and Wong, K.W. (2022) Margin-based approach for outlier detection of industrial design data using a modified general regression neural network. Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 36 . Art. e7.

Conference Paper

Sivaramakrishnan, J. and Lee, G. (2018) Application of a hidden Markov Model for consistency checking of process plant facility tag numbers: A case study. In: 2018 5th International Conference on Industrial Engineering and Applications (ICIEA), 26 - 28 April 2018, Singapore

Thesis

Sivaramakrishnan, Jayaram (2021) Unsupervised probabilistic and kernel regression methods for anomaly detection and parameter margin prediction of industrial design. PhD thesis, Murdoch University.