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Browsing publications by Professor Elaine Martin.

Newcastle AuthorsTitleYearFull text
Ruth Rowland-Jones
Professor Elaine Martin
Comparison of spectroscopy technologies for improved monitoring of cell culture processes in miniature bioreactors2017
Elspeth Ritchie
Professor Elaine Martin
Extraction of indirectly captured information for use in a comparison of offline pH measurement technologies2017
Dr Richard Hodgett
Professor Elaine Martin
Professor Gary Montague
Handling Uncertain Decisions in Whole Process Design2014
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 Modelling2014
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 skin2014
Professor Elaine Martin
Professor Gary Montague
A quality by design approach to process plant cleaning2013
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 phases2013
Amy Green
Professor Elaine Martin
Process optimisation of chromatography units using first principles modelling techniques2013
Professor Elaine Martin
Professor Gary Montague
Dr Chris O'Malley
Rapid Method for Targeted Cell (Line) Selection2013
Professor Elaine Martin
Professor Gary Montague
Risk-based decision making in early chemical process development of pharmaceutical and fine chemical industries2013
Grace Oppong
Professor Gary Montague
Professor Elaine Martin
Towards advanced control for anaerobic digesters: volatile solids inferential sensor2013
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 Lines2012
Dr Chris O'Malley
Professor Gary Montague
Professor Elaine Martin
Bhupendra Kara
Utilisation of key descriptors from protein sequence data to aid bioprocess route selection2012
Professor Elaine Martin
Emeritus Professor Julian Morris
Identification of semi-parametric hybrid process models2011
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 Training2011
Professor Elaine Martin
Professor Gary Montague
Dr Bryn Jones
Biopharmaceutical and Bioprocessing Technology at Newcastle University2010
Professor Elaine Martin
Professor Gary Montague
A decision support system for synthetic route selection in pharmaceutical development2009
Professor Jarka Glassey
Professor Elaine Martin
A novel methodology for finding the regulation on gene expression data2009
Professor Elaine Martin
Bayesian linear regression and variable selection for spectroscopic calibration2009
Dr Tao Chen
Professor Elaine Martin
Professor Gary Montague
Robust probabilistic PCA with missing data and contribution analysis for outlier detection2009
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 diffraction2008
Xiaoling Ou
Professor Elaine Martin
Batch process modelling with mixtures of Gaussian processes2008
Dr Tao Chen
Emeritus Professor Julian Morris
Professor Elaine Martin
Dynamic data rectification using particle filters2008
Professor Gary Montague
Professor Elaine Martin
Dr Chris O'Malley
Forecasting for fermentation operational decision making2008
Cheng Jiang
Professor Elaine Martin
Functional data analysis for the development of a calibration model for near-infrared data2008
Nicola Fletcher
Emeritus Professor Julian Morris
Professor Gary Montague
Professor Elaine Martin
Local dynamic partial least squares approaches for the modelling of batch processes2008
Dr Lisa Li
Professor Elaine Martin
Emeritus Professor Julian Morris
Process performance monitoring in the presence of confounding variation2008
Chris Wong
Professor Elaine Martin
Emeritus Professor Julian Morris
The integration of spectroscopic and process data for enhanced process performance monitoring2008
Dr Aidong Yang
Professor Elaine Martin
Professor Gary Montague
Towards improved cleaning of FMCG plants: a model-based approach2008
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 test2007
Dr Sophia Triadaphillou
Professor Elaine Martin
Professor Gary Montague
Fermentation process tracking through enhanced spectral calibration modeling2007
Professor Gary Montague
Professor Elaine Martin
From data to knowledge: The challenge in bioprocess development2007
Dr Tao Chen
Emeritus Professor Julian Morris
Professor Elaine Martin
Gaussian process regression for multivariate spectroscopic calibration2007
Dr Aidong Yang
Professor Gary Montague
Professor Elaine Martin
Importance of heterogeneous energy dissipation in the modeling and optimization of batch cooling crystallization2007
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 calibration2007
Mahesh Shivhare
Christopher Jackson
Emeritus Professor Keith Scott
Professor Elaine Martin
Simplified model for the direct methanol fuel cell anode2007
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 coverage2006
Dr Sang Choi
Professor Elaine Martin
Emeritus Professor Julian Morris
Adaptive multivariate statistical process control for monitoring time-varying processes2006
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 correction2006
Dr Aidong Yang
Professor Elaine Martin
Professor Gary Montague
Optimal experimental design for the precision of a subset of model parameters in process development2006
Dr Tao Chen
Emeritus Professor Julian Morris
Professor Elaine Martin
Probability density estimation via an infinite Gaussian mixture model: Application to statistical process monitoring2006
Daniel Castro-Rodriguez
Professor Elaine Martin
Professor Gary Montague
Robust dynamic principal component analysis for process performance monitoring2006
Emeritus Professor Julian Morris
Professor Elaine Martin
A non-linear nested partial least-squares algorithm2005
Professor Elaine Martin
Bayesian control limits for statistical process monitoring2005
Dr Tao Chen
Professor Elaine Martin
Bayesian control limits for statistical process monitoring2005
Dr Zeng-ping Chen
Emeritus Professor Julian Morris
Professor Elaine Martin
Correction of temperature-induced spectral variations by loading space standardization2005
Dr Suresh Thennadil
Professor Elaine Martin
Empirical preprocessing methods and their impact on NIR calibrations: A simulation study2005
Dr Sophia Triadaphillou
Professor Elaine Martin
Professor Gary Montague
Enhanced modeling of an industrial fermentation process through data fusion techniques2005
Dr Sophia Triadaphillou
Professor Elaine Martin
Professor Gary Montague
Enhanced modeling of an industrial fermentation process through data fusion techniques2005
Emeritus Professor Julian Morris
Professor Elaine Martin
Enhancing the signal-to-noise ratio of X-ray diffraction profiles by smoothed principal component analysis2005
Professor Elaine Martin
Emeritus Professor Julian Morris
Fault detection based on a maximum-likelihood principal component analysis (PCA) mixture2005
Sheyi Alabi
Emeritus Professor Julian Morris
Professor Elaine Martin
On-line dynamic process monitoring using wavelet-based generic dissimilarity measure2005
Dr Alexandros Simoglou
Professor Elaine Martin
Emeritus Professor Julian Morris
On-line monitoring of a sugar crystallization process2005
Dr Tao Chen
Emeritus Professor Julian Morris
Professor Elaine Martin
Particle filters for state and parameter estimation in batch processes2005
Emeritus Professor Julian Morris
Professor Elaine Martin
Statistical performance monitoring using state space modelling and wavelet analysis2005
Chris Wong
Emeritus Professor Julian Morris
Professor Elaine Martin
The integration of process and spectroscopic data for enhanced knowledge extraction in batch processes2005
Tom Musicka
Professor Elaine Martin
A framework for data analysis and modelling - industrial case study at Corus UK Plc2004
Tom Musicka
Professor Elaine Martin
A framework for data analysis and modelling: Industrial case study at Corus UK Plc2004
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 Raman2004
Dr Baibing Li
Emeritus Professor Julian Morris
Professor Elaine Martin
Generalized partial least squares regression based on the penalized minimum norm projection2004
Dr Katarina Novakovic
Emeritus Professor Julian Morris
Professor Elaine Martin
Mathematical analysis of the formation of molecule sizes on a spinning disc reactor2004
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 networks2004
Professor Elaine Martin
Emeritus Professor Julian Morris
Neural network modelling and prediction in multipass steel processing2004
Dr Alexandros Simoglou
Professor Elaine Martin
Emeritus Professor Julian Morris
On-line multivariate statistical monitoring of a fed-batch sugar crystallisation process2004
Tao Chen
Emeritus Professor Julian Morris
Professor Elaine Martin
Particle filters for the estimation of a state space model2004
Professor Elaine Martin
Particle filters for the estimation of a state space model2004
Dr Zeng-ping Chen
Professor Elaine Martin
Recursive evolving spectral projection for revealing the concentration windows of overlapping peaks in two-way chromatographic experiments2004
Professor Elaine Martin
Emeritus Professor Julian Morris
Application of exponentially weighted principal component analysis for the monitoring of a polymer film manufacturing process2003
Dr Katarina Novakovic
Dr Kamelia Boodhoo
Professor Elaine Martin
Emeritus Professor Julian Morris
Data Analysis and Modelling of Spinning Disc Polymerisation from Minimal Data2003
Emeritus Professor Julian Morris
Professor Elaine Martin
Detection of multiple influential cases in principal component analysis: A graphical technique2003
Dr Katarina Novakovic
Professor Elaine Martin
Emeritus Professor Julian Morris
Modelling of Kinetics of Free Radical Polymerisation on Spinning Disc Reactor2003
Dr Katarina Novakovic
Professor Elaine Martin
Emeritus Professor Julian Morris
Modelling of the Free Radical Polymerization of Styrene with Benzoyl Peroxide as Initiator2003
Dr Katarina Novakovic
Professor Elaine Martin
Emeritus Professor Julian Morris
Modelling of the free radical polymerization of styrene with benzoyl peroxide as initiator2003
Professor Gary Montague
Professor Elaine Martin
Emeritus Professor Julian Morris
On-line analysis and control of product quality2003
Emeritus Professor Julian Morris
Professor Elaine Martin
On-line monitoring of batch processes using a PARAFAC representation2003
Professor Elaine Martin
Emeritus Professor Julian Morris
Adaptive performance monitoring of a dynamic manufacturing process2002
Dr Baibing Li
Professor Elaine Martin
An approximation to the F distribution using the chi-square distribution2002
Dr Zhen Lu
Professor Elaine Martin
Emeritus Professor Julian Morris
Bayesian parameter estimation in batch polymerisation2002
Nicola Fletcher
Emeritus Professor Julian Morris
Professor Elaine Martin
Comparison of dynamic approaches for batch monitoring2002
Professor Elaine Martin
Emeritus Professor Julian Morris
Detection of process model changes in PCA based performance monitoring2002
Professor Elaine Martin
Emeritus Professor Julian Morris
Enhanced bio-manufacturing through advanced multivariate statistical technologies2002
Professor Elaine Martin
Emeritus Professor Julian Morris
Manufacturing Performance Monitoring of a Mixed Batch Continuous Process through Resampling2002
Baibaing Li
Emeritus Professor Julian Morris
Professor Elaine Martin
Model selection for partial least squares regression2002
Professor Elaine Martin
Emeritus Professor Julian Morris
Monitoring of a batch continuous process using mass re-sampling2002
Professor Elaine Martin
Emeritus Professor Julian Morris
Dr Steven Lane
Monitoring process manufacturing performance2002
Dr Pino Baffi
Professor Elaine Martin
Non-linear model based predictive control through dynamic non-linear partial least squares2002
Peranker Hassel
Professor Elaine Martin
Emeritus Professor Julian Morris
Non-linear partial least squares. Estimation of the weight vector2002
Dr Baibing Li
Professor Elaine Martin
Emeritus Professor Julian Morris
On principal component analysis in L-12002
Emeritus Professor Julian Morris
Professor Elaine Martin
Orthogonal signal correction: Algorithmic aspects and properties2002
Dr Pino Baffi
Professor Elaine Martin
Emeritus Professor Julian Morris
Prediction intervals for non-linear projection to latent structures regression models2002
Ewan Mercer
Professor Elaine Martin
Emeritus Professor Julian Morris
State-space residual based monitoring2002
Dr Alexandros Simoglou
Professor Elaine Martin
Emeritus Professor Julian Morris
Statistical performance monitoring of dynamic multivariate processes using state space modelling2002
Tom Musicka
Professor Elaine Martin
Steel processing using a Bayesian adaptive network2002
Lindsay McPherson
Emeritus Professor Julian Morris
Professor Elaine Martin
Super model-based techniques for batch performance monitoring2002
Dr Baibing Li
Professor Elaine Martin
Emeritus Professor Julian Morris
A graphical technique for detecting influential cases in regression analysis2001
Dr Barry Wise
Dr Neal Gallagher
Professor Elaine Martin
Application of PARAFAC2 to fault detection and diagnosis in semiconductor etch2001
Dr Barry Wise
Dr Neal Gallagher
Professor Elaine Martin
Application of PARAFAC2 to fault detection and diagnosis in semiconductor etch2001
Dr Baibing Li
Professor Elaine Martin
Emeritus Professor Julian Morris
Box-Tidwell transformation based partial least squares regression2001
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-down2001
Dr Hugo Hiden
Professor Elaine Martin
Professor Gary Montague
Emeritus Professor Julian Morris
Inferential quality assessment in breakfast cereal production2001
Dr Steven Lane
Professor Elaine Martin
Emeritus Professor Julian Morris
Performance monitoring of a multi-product semi-batch process2001
Elefteris Kaskavelis
Professor Elaine Martin
Statistical analysis of catalyst degradation in a semi-continuous chemical production process2001
Michael Weighell
Professor Elaine Martin
Emeritus Professor Julian Morris
The statistical monitoring of a complex manufacturing process2001
Professor Elaine Martin
Emeritus Professor Julian Morris
A comparative study of Bi-linear and tri-linear approaches for the monitoring of an industrial batch process2000
Professor Elaine Martin
Emeritus Professor Julian Morris
Confidence limits for contribution plots2000
Dr Yougeshwar Bissessur
Professor Elaine Martin
Emeritus Professor Julian Morris
Fault detection in hot steel rolling using neural networks and multivariate statistics2000
Dr Alexandros Simoglou
Professor Elaine Martin
Emeritus Professor Julian Morris
Multivariate statistical process control of an industrial fluidised-bed reactor2000
Dr Pino Baffi
Professor Elaine Martin
Emeritus Professor Julian Morris
Non-linear dynamic projection to latent structures modelling2000
Professor Elaine Martin
Emeritus Professor Julian Morris
Non-linear partial least squares through data transformations2000
Dr Feng Jia
Professor Elaine Martin
Emeritus Professor Julian Morris
Non-linear principal components analysis with application to process fault detection2000
Dr Alexandros Simoglou
Professor Elaine Martin
Emeritus Professor Julian Morris
Comparison of Canonical Variate Analysis and Partial Least Squares for the identification of dynamic processes1999
Dr Alexandros Simoglou
Professor Elaine Martin
Emeritus Professor Julian Morris
Dynamic multivariate statistical process control using partial least squares and canonical variate analysis1999
Emeritus Professor Julian Morris
Professor Elaine Martin
Professor Costas Kiparissides
Estimation of impurity and fouling in batch polymerisation reactors through the application of neural networks1999
Dr Yougeshwar Bissessur
Professor Elaine Martin
Emeritus Professor Julian Morris
Machine condition monitoring for consistent paper production1999
Professor Elaine Martin
Emeritus Professor Julian Morris
Professor Costas Kiparissides
Manufacturing performance enhancement through multivariate statistical process control1999
Dr Yougeshwar Bissessur
Professor Elaine Martin
Emeritus Professor Julian Morris
Monitoring the performance of the paper making process1999
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 algorithm1999
Professor Elaine Martin
Emeritus Professor Julian Morris
Wavelets and non-linear principal components analysis for process monitoring1999