Non-linear principal components analysis with application to process fault detection. - F. Jia; Elaine B. Martin; Anthony Julian Morris (Int. J. Syst. Sci., 2000)

Actuator fault diagnosis in a continuous stirred tank reactor using identification techniques. - Ron J. Patton; C. J. Lopez-Toribio; Silvio Simani; Julian Morris; Elaine B. Martin; Jie Zhang 005 (ECC, 2001)

Detection of process model changes in PCA based performance monitoring. - Sukhbinder Kumar; Elaine B. Martin; Julian Morris (ACC, 2002)

Non-linear Canonical Correlation Analysis using a RBF networks. - Sukhbinder Kumar; Elaine B. Martin; A. Julian Morris (ESANN, 2002)

On-line monitoring of a sugar crystallization process. - Alexandros Simoglou; Petia Georgieva; Elaine B. Martin; Anthony Julian Morris; Sebastião Feyo de Azevedo (Comput. Chem. Eng., 2005)

A non-linear nested partial least-squares algorithm. - Baibing Li; Per A. Hassel; A. Julian Morris; Elaine B. Martin (Comput. Stat. Data Anal., 2005)

Dynamic data rectification using particle filters. - Tao Chen 009; A. Julian Morris; Elaine B. Martin (Comput. Chem. Eng., 2008)

Batch process modelling with mixtures of Gaussian processes. - Xiaoling Ou; Elaine B. Martin (Neural Comput. Appl., 2008)

Robust probabilistic PCA with missing data and contribution analysis for outlier detection. - Tao Chen 009; Elaine B. Martin; Gary A. Montague (Comput. Stat. Data Anal., 2009)

Identification of semi-parametric hybrid process models. - Aidong Yang; Elaine B. Martin; A. Julian Morris (Comput. Chem. Eng., 2011)

Risk-based decision making in early chemical process development of pharmaceutical and fine chemical industries. - A. Manipura; Elaine B. Martin; Gary A. Montague; P. N. Sharratt; I. Houson (Comput. Chem. Eng., 2013)

Segmentation of epidermal tissue with histopathological damage in images of haematoxylin and eosin stained human skin. - Juliana M. Haggerty; Xiao N. Wang; Anne Dickinson; Chris J. O'Malley; Elaine B. Martin (BMC Medical Imaging, 2014)

The influence of solid state information and descriptor selection on statistical models of temperature dependent aqueous solubility. - Richard Marchese Robinson; Kevin J. Roberts; Elaine B. Martin (J. Cheminformatics, 2018)

Gradient Boosted Machine Learning Model to Predict H2, CH4, and CO2 Uptake in Metal-Organic Frameworks Using Experimental Data. - Tom Bailey; Adam Jackson; Razvan-Antonio Berbece; Kejun Wu; Nicole Hondow; Elaine B. Martin (J. Chem. Inf. Model., 2023)