Publications by Professor Elaine Martin - ePrints

Browsing publications by Professor Elaine Martin.

Newcastle Authors	Title	Year
Ruth Rowland-Jones Professor Elaine Martin	Comparison of spectroscopy technologies for improved monitoring of cell culture processes in miniature bioreactors	2017
Elspeth Ritchie Professor Elaine Martin	Extraction of indirectly captured information for use in a comparison of offline pH measurement technologies	2017
Dr Richard Hodgett Professor Elaine Martin Professor Gary Montague	Handling Uncertain Decisions in Whole Process Design	2014
Dr Chris O'Malley Professor Elaine Martin Professor Gary Montague	Rapid High-Throughput Characterisation, Classification and Selection of Recombinant Mammalian Cell Line Phenotypes using Intact Cell MALDI-ToF Mass Spectrometry Fingerprinting and PLS-DA Modelling	2014
Juliana Haggerty Dr Xiao Wang Professor Anne Dickinson Dr Chris O'Malley Professor Elaine Martin et al.	Segmentation of epidermal tissue with histopathological damage in images of haematoxylin and eosin stained human skin	2014
Professor Elaine Martin Professor Gary Montague	A quality by design approach to process plant cleaning	2013
Remi Momo Dr Chris O'Malley Professor Gary Montague Professor Elaine Martin	MALDI-ToF mass spectrometry coupled with multivariate pattern recognition analysis for the rapid biomarker profiling of Escherichia coli in different growth phases	2013
Amy Green Professor Elaine Martin	Process optimisation of chromatography units using first principles modelling techniques	2013
Professor Elaine Martin Professor Gary Montague Dr Chris O'Malley	Rapid Method for Targeted Cell (Line) Selection	2013
Professor Elaine Martin Professor Gary Montague	Risk-based decision making in early chemical process development of pharmaceutical and fine chemical industries	2013
Grace Oppong Professor Gary Montague Professor Elaine Martin	Towards advanced control for anaerobic digesters: volatile solids inferential sensor	2013
Professor Elaine Martin Professor Gary Montague	Experimental and In Silico Modelling Analyses of the Gene Expression Pathway for Recombinant Antibody and By-Product Production in NS0 Cell Lines	2012
Dr Chris O'Malley Professor Gary Montague Professor Elaine Martin Bhupendra Kara	Utilisation of key descriptors from protein sequence data to aid bioprocess route selection	2012
Professor Elaine Martin Emeritus Professor Julian Morris	Identification of semi-parametric hybrid process models	2011
Dr Aiping Xu Dr Jan Dolfing Professor Thomas Curtis Professor Gary Montague Professor Elaine Martin et al.	Maintenance affects the stability of a two-tiered microbial 'food chain'?	2011
Professor Elaine Martin Professor Gary Montague Dr Bryn Jones	The Academic Industry Model for Doctoral Training	2011
Professor Elaine Martin Professor Gary Montague Dr Bryn Jones	Biopharmaceutical and Bioprocessing Technology at Newcastle University	2010
Professor Elaine Martin Professor Gary Montague	A decision support system for synthetic route selection in pharmaceutical development	2009
Professor Jarka Glassey Professor Elaine Martin	A novel methodology for finding the regulation on gene expression data	2009
Professor Elaine Martin	Bayesian linear regression and variable selection for spectroscopic calibration	2009
Dr Tao Chen Professor Elaine Martin Professor Gary Montague	Robust probabilistic PCA with missing data and contribution analysis for outlier detection	2009
Dr Zeng-ping Chen Professor Elaine Martin Emeritus Professor Julian Morris	An examination of the kinetics of the solution-mediated polymorphic phase transformation between alpha- and beta-forms of L-glutamic acid as determined using online powder X-ray diffraction	2008
Xiaoling Ou Professor Elaine Martin	Batch process modelling with mixtures of Gaussian processes	2008
Dr Tao Chen Emeritus Professor Julian Morris Professor Elaine Martin	Dynamic data rectification using particle filters	2008
Professor Gary Montague Professor Elaine Martin Dr Chris O'Malley	Forecasting for fermentation operational decision making	2008
Cheng Jiang Professor Elaine Martin	Functional data analysis for the development of a calibration model for near-infrared data	2008
Nicola Fletcher Emeritus Professor Julian Morris Professor Gary Montague Professor Elaine Martin	Local dynamic partial least squares approaches for the modelling of batch processes	2008
Dr Lisa Li Professor Elaine Martin Emeritus Professor Julian Morris	Process performance monitoring in the presence of confounding variation	2008
Chris Wong Professor Elaine Martin Emeritus Professor Julian Morris	The integration of spectroscopic and process data for enhanced process performance monitoring	2008
Dr Aidong Yang Professor Elaine Martin Professor Gary Montague	Towards improved cleaning of FMCG plants: a model-based approach	2008
Dr Aidong Yang Emeritus Professor Julian Morris Professor Gary Montague Professor Elaine Martin	Determination of operating regimes for chemical reactors using incomplete mechanistic knowledge and a mutual information-based dependency test	2007
Dr Sophia Triadaphillou Professor Elaine Martin Professor Gary Montague	Fermentation process tracking through enhanced spectral calibration modeling	2007
Professor Gary Montague Professor Elaine Martin	From data to knowledge: The challenge in bioprocess development	2007
Dr Tao Chen Emeritus Professor Julian Morris Professor Elaine Martin	Gaussian process regression for multivariate spectroscopic calibration	2007
Dr Aidong Yang Professor Gary Montague Professor Elaine Martin	Importance of heterogeneous energy dissipation in the modeling and optimization of batch cooling crystallization	2007
Dr Tao Chen Emeritus Professor Julian Morris Professor Elaine Martin	Response to the discussion of "Gaussian process regression for multivariate spectroscopic calibration"	2007
Emeritus Professor Julian Morris Professor Elaine Martin	Response to the discussion of Gaussian process regression for multivariate spectroscopic calibration	2007
Mahesh Shivhare Christopher Jackson Emeritus Professor Keith Scott Professor Elaine Martin	Simplified model for the direct methanol fuel cell anode	2007
Mahesh Shivhare Ruth Allen Emeritus Professor Keith Scott Emeritus Professor Julian Morris Professor Elaine Martin et al.	A kinetic model for the direct methanol fuel cell anode based on surface coverage	2006
Dr Sang Choi Professor Elaine Martin Emeritus Professor Julian Morris	Adaptive multivariate statistical process control for monitoring time-varying processes	2006
Dr Zeng-ping Chen Emeritus Professor Julian Morris Professor Elaine Martin	Extracting chemical information from spectral data with multiplicative light scattering effects by optical path-length estimation and correction	2006
Dr Aidong Yang Professor Elaine Martin Professor Gary Montague	Optimal experimental design for the precision of a subset of model parameters in process development	2006
Dr Tao Chen Emeritus Professor Julian Morris Professor Elaine Martin	Probability density estimation via an infinite Gaussian mixture model: Application to statistical process monitoring	2006
Daniel Castro-Rodriguez Professor Elaine Martin Professor Gary Montague	Robust dynamic principal component analysis for process performance monitoring	2006
Emeritus Professor Julian Morris Professor Elaine Martin	A non-linear nested partial least-squares algorithm	2005
Professor Elaine Martin	Bayesian control limits for statistical process monitoring	2005
Dr Tao Chen Professor Elaine Martin	Bayesian control limits for statistical process monitoring	2005
Dr Zeng-ping Chen Emeritus Professor Julian Morris Professor Elaine Martin	Correction of temperature-induced spectral variations by loading space standardization	2005
Dr Suresh Thennadil Professor Elaine Martin	Empirical preprocessing methods and their impact on NIR calibrations: A simulation study	2005
Dr Sophia Triadaphillou Professor Elaine Martin Professor Gary Montague	Enhanced modeling of an industrial fermentation process through data fusion techniques	2005
Dr Sophia Triadaphillou Professor Elaine Martin Professor Gary Montague	Enhanced modeling of an industrial fermentation process through data fusion techniques	2005
Emeritus Professor Julian Morris Professor Elaine Martin	Enhancing the signal-to-noise ratio of X-ray diffraction profiles by smoothed principal component analysis	2005
Professor Elaine Martin Emeritus Professor Julian Morris	Fault detection based on a maximum-likelihood principal component analysis (PCA) mixture	2005
Sheyi Alabi Emeritus Professor Julian Morris Professor Elaine Martin	On-line dynamic process monitoring using wavelet-based generic dissimilarity measure	2005
Dr Alexandros Simoglou Professor Elaine Martin Emeritus Professor Julian Morris	On-line monitoring of a sugar crystallization process	2005
Dr Tao Chen Emeritus Professor Julian Morris Professor Elaine Martin	Particle filters for state and parameter estimation in batch processes	2005
Emeritus Professor Julian Morris Professor Elaine Martin	Statistical performance monitoring using state space modelling and wavelet analysis	2005
Chris Wong Emeritus Professor Julian Morris Professor Elaine Martin	The integration of process and spectroscopic data for enhanced knowledge extraction in batch processes	2005
Tom Musicka Professor Elaine Martin	A framework for data analysis and modelling - industrial case study at Corus UK Plc	2004
Tom Musicka Professor Elaine Martin	A framework for data analysis and modelling: Industrial case study at Corus UK Plc	2004
Dr Neal Gallagher Sameh Shaaban Professor Elaine Martin Emeritus Professor Julian Morris Dr Barry Wise et al.	Curve resolution for multivariate images with applications to TOF-SIMS and Raman	2004
Dr Baibing Li Emeritus Professor Julian Morris Professor Elaine Martin	Generalized partial least squares regression based on the penalized minimum norm projection	2004
Professor Katarina Novakovic Emeritus Professor Julian Morris Professor Elaine Martin	Mathematical analysis of the formation of molecule sizes on a spinning disc reactor	2004
Konstantinos Bezas Tom Musicka Dr Jie Zhang Professor Elaine Martin	Modelling the distortion of long product sections after hot rolling using finite elements and neural networks	2004
Professor Elaine Martin Emeritus Professor Julian Morris	Neural network modelling and prediction in multipass steel processing	2004
Dr Alexandros Simoglou Professor Elaine Martin Emeritus Professor Julian Morris	On-line multivariate statistical monitoring of a fed-batch sugar crystallisation process	2004
Tao Chen Emeritus Professor Julian Morris Professor Elaine Martin	Particle filters for the estimation of a state space model	2004
Professor Elaine Martin	Particle filters for the estimation of a state space model	2004
Dr Zeng-ping Chen Professor Elaine Martin	Recursive evolving spectral projection for revealing the concentration windows of overlapping peaks in two-way chromatographic experiments	2004
Professor Elaine Martin Emeritus Professor Julian Morris	Application of exponentially weighted principal component analysis for the monitoring of a polymer film manufacturing process	2003
Professor Katarina Novakovic Professor Kamelia Boodhoo Professor Elaine Martin Emeritus Professor Julian Morris	Data Analysis and Modelling of Spinning Disc Polymerisation from Minimal Data	2003
Emeritus Professor Julian Morris Professor Elaine Martin	Detection of multiple influential cases in principal component analysis: A graphical technique	2003
Professor Katarina Novakovic Professor Elaine Martin Emeritus Professor Julian Morris	Modelling of Kinetics of Free Radical Polymerisation on Spinning Disc Reactor	2003
Professor Katarina Novakovic Professor Elaine Martin Emeritus Professor Julian Morris	Modelling of the Free Radical Polymerization of Styrene with Benzoyl Peroxide as Initiator	2003
Professor Katarina Novakovic Professor Elaine Martin Emeritus Professor Julian Morris	Modelling of the free radical polymerization of styrene with benzoyl peroxide as initiator	2003
Professor Gary Montague Professor Elaine Martin Emeritus Professor Julian Morris	On-line analysis and control of product quality	2003
Emeritus Professor Julian Morris Professor Elaine Martin	On-line monitoring of batch processes using a PARAFAC representation	2003
Professor Elaine Martin Emeritus Professor Julian Morris	Adaptive performance monitoring of a dynamic manufacturing process	2002
Dr Baibing Li Professor Elaine Martin	An approximation to the F distribution using the chi-square distribution	2002
Dr Zhen Lu Professor Elaine Martin Emeritus Professor Julian Morris	Bayesian parameter estimation in batch polymerisation	2002
Nicola Fletcher Emeritus Professor Julian Morris Professor Elaine Martin	Comparison of dynamic approaches for batch monitoring	2002
Professor Elaine Martin Emeritus Professor Julian Morris	Detection of process model changes in PCA based performance monitoring	2002
Professor Elaine Martin Emeritus Professor Julian Morris	Enhanced bio-manufacturing through advanced multivariate statistical technologies	2002
Professor Elaine Martin Emeritus Professor Julian Morris	Manufacturing Performance Monitoring of a Mixed Batch Continuous Process through Resampling	2002
Baibaing Li Emeritus Professor Julian Morris Professor Elaine Martin	Model selection for partial least squares regression	2002
Professor Elaine Martin Emeritus Professor Julian Morris	Monitoring of a batch continuous process using mass re-sampling	2002
Professor Elaine Martin Emeritus Professor Julian Morris Dr Steven Lane	Monitoring process manufacturing performance	2002
Dr Pino Baffi Professor Elaine Martin	Non-linear model based predictive control through dynamic non-linear partial least squares	2002
Peranker Hassel Professor Elaine Martin Emeritus Professor Julian Morris	Non-linear partial least squares. Estimation of the weight vector	2002
Dr Baibing Li Professor Elaine Martin Emeritus Professor Julian Morris	On principal component analysis in L-1	2002
Emeritus Professor Julian Morris Professor Elaine Martin	Orthogonal signal correction: Algorithmic aspects and properties	2002
Dr Pino Baffi Professor Elaine Martin Emeritus Professor Julian Morris	Prediction intervals for non-linear projection to latent structures regression models	2002
Ewan Mercer Professor Elaine Martin Emeritus Professor Julian Morris	State-space residual based monitoring	2002
Dr Alexandros Simoglou Professor Elaine Martin Emeritus Professor Julian Morris	Statistical performance monitoring of dynamic multivariate processes using state space modelling	2002
Tom Musicka Professor Elaine Martin	Steel processing using a Bayesian adaptive network	2002
Lindsay McPherson Emeritus Professor Julian Morris Professor Elaine Martin	Super model-based techniques for batch performance monitoring	2002
Dr Baibing Li Professor Elaine Martin Emeritus Professor Julian Morris	A graphical technique for detecting influential cases in regression analysis	2001
Dr Barry Wise Dr Neal Gallagher Professor Elaine Martin	Application of PARAFAC2 to fault detection and diagnosis in semiconductor etch	2001
Dr Barry Wise Dr Neal Gallagher Professor Elaine Martin	Application of PARAFAC2 to fault detection and diagnosis in semiconductor etch	2001
Dr Baibing Li Professor Elaine Martin Emeritus Professor Julian Morris	Box-Tidwell transformation based partial least squares regression	2001
Dr Alexandros Simoglou Dr Panagiotis Argyropoulos Professor Elaine Martin Emeritus Professor Keith Scott Emeritus Professor Julian Morris et al.	Dynamic modelling of the voltage response of direct methanol fuel cells and stacks Part II: Feasibility study of model-based scale-up and scale-down	2001
Dr Hugo Hiden Professor Elaine Martin Professor Gary Montague Emeritus Professor Julian Morris	Inferential quality assessment in breakfast cereal production	2001
Dr Steven Lane Professor Elaine Martin Emeritus Professor Julian Morris	Performance monitoring of a multi-product semi-batch process	2001
Elefteris Kaskavelis Professor Elaine Martin	Statistical analysis of catalyst degradation in a semi-continuous chemical production process	2001
Michael Weighell Professor Elaine Martin Emeritus Professor Julian Morris	The statistical monitoring of a complex manufacturing process	2001
Professor Elaine Martin Emeritus Professor Julian Morris	A comparative study of Bi-linear and tri-linear approaches for the monitoring of an industrial batch process	2000
Professor Elaine Martin Emeritus Professor Julian Morris	Confidence limits for contribution plots	2000
Dr Yougeshwar Bissessur Professor Elaine Martin Emeritus Professor Julian Morris	Fault detection in hot steel rolling using neural networks and multivariate statistics	2000
Dr Alexandros Simoglou Professor Elaine Martin Emeritus Professor Julian Morris	Multivariate statistical process control of an industrial fluidised-bed reactor	2000
Dr Pino Baffi Professor Elaine Martin Emeritus Professor Julian Morris	Non-linear dynamic projection to latent structures modelling	2000
Professor Elaine Martin Emeritus Professor Julian Morris	Non-linear partial least squares through data transformations	2000
Dr Feng Jia Professor Elaine Martin Emeritus Professor Julian Morris	Non-linear principal components analysis with application to process fault detection	2000
Dr Alexandros Simoglou Professor Elaine Martin Emeritus Professor Julian Morris	Comparison of Canonical Variate Analysis and Partial Least Squares for the identification of dynamic processes	1999
Dr Alexandros Simoglou Professor Elaine Martin Emeritus Professor Julian Morris	Dynamic multivariate statistical process control using partial least squares and canonical variate analysis	1999
Emeritus Professor Julian Morris Professor Elaine Martin Professor Costas Kiparissides	Estimation of impurity and fouling in batch polymerisation reactors through the application of neural networks	1999
Dr Yougeshwar Bissessur Professor Elaine Martin Emeritus Professor Julian Morris	Machine condition monitoring for consistent paper production	1999
Professor Elaine Martin Emeritus Professor Julian Morris Professor Costas Kiparissides	Manufacturing performance enhancement through multivariate statistical process control	1999
Dr Yougeshwar Bissessur Professor Elaine Martin Emeritus Professor Julian Morris	Monitoring the performance of the paper making process	1999
Dr Pino Baffi Professor Elaine Martin Emeritus Professor Julian Morris	Non-linear projection to latent structures revisited (the neural network PLS algorithm)	1999
Dr Pino Baffi Professor Elaine Martin Emeritus Professor Julian Morris	Non-linear projection to latent structures revisited: The quadratic PLS algorithm	1999
Professor Elaine Martin Emeritus Professor Julian Morris	Wavelets and non-linear principal components analysis for process monitoring	1999