Author
Number of items: 53.
Article
Model fitting for small skin permeability data sets: hyperparameter optimisation in Gaussian Process Regression. (2018)
Parivash Ashrafi,
Yi Sun,
Neil Davey,
Roderick Adams,
Simon C Wilkinson
and
Gary Patrick Moss
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The Correlation between EEG Signals as Measured in Different Positions on Scalp Varying with Distance. (2018)
Ronakben Bhavsar,
Yi Sun,
Na Helian,
Neil Davey,
David Mayor
and
Tony Steffert
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Applying machine learning methods for characterization of hexagonal prisms from their 2D scattering patterns – an investigation using modelled scattering data. (2017)
Emmanuel Oluwatobi Salawu,
Evelyn Hesse,
Chris Stopford,
Neil Davey
and
Yi Sun
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An automatic taxonomy of galaxy morphology using unsupervised machine learning. (2017)
Alex Hocking,
James E. Geach,
Yi Sun
and
Neil Davey
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Support vector regression to estimate the permeability enhancement of potential transdermal enhancers. (2016)
Alpa Shah,
Yi Sun,
Roderick Adams,
Neil Davey,
Simon Charles Wilkinson
and
Gary Patrick Joseph Moss
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The application of machine learning to the modelling of percutaneous absorption: An overview and guide. (2015)
P. Ashrafi,
G. P. Moss,
S. C. Wilkinson,
N. Davey
and
Yi Sun
Some code smells have a significant but small effect on faults. (2014)
Tracy Hall,
Min Zhang,
David Bowes
and
Yi Sun
An evaluation of the potential of linear and nonlinear skin permeation models for the prediction of experimentally measured percutaneous drug absorption. (2012)
Marc Brown,
Chi-Hian Lau,
Sian T. Lim,
Yi Sun,
N. Davey,
Gary P. Moss,
Seon-Hie Yoo
and
Christian De Muynck
The application of discriminant analysis and Machine Learning methods as tools to identify and classify compounds with potential as transdermal enhancers. (2012)
Gary Moss,
A.J. Shah,
R.G. Adams,
N. Davey,
Y. Sun,
S.C. Wilkinson
and
W.J. Pugh
The application and limitations of mathematical modelling in the prediction of permeability across mammalian skin and polydimethylsiloxane membranes. (2011)
Gary Moss,
Yi Sun,
Simon C. Wilkinson,
N. Davey,
Roderick Adams,
Gary P. Martin,
M. Prapopopolou
and
Marc Brown
The application of stochastic machine learning methods in the prediction of skin penetration. (2011)
Y. Sun,
Marc Brown,
M. Prapopoulou,
N. Davey,
R. G. Adams
and
G. P. Moss
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Effect of using varying negative examples in transcription factor binding site predictions. (2011)
Faisal Rezwan,
Yi Sun,
N. Davey,
Roderick Adams,
A.G. Rust
and
M. Robinson
Further thoughts on precision. (2011)
D. Gray,
David Bowes,
N. Davey,
Yi Sun
and
B. Christianson
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Correcting Errors in Optical Data Transmission Using Neural Networks. (2010)
S. Hunt,
Yi. Sun,
A. Shafarenko,
R.G. Adams,
N. Davey,
B. Slater,
R. Bhamber,
S. Boscolo
and
S.K. Turitsyn
Photometric redshift estimation using Gaussian processes. (2010)
D. Bonfield,
Yi Sun,
N. Davey,
M.J. Jarvis,
F.B. Abdalla,
M. Banerji
and
R.G. Adams
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The application of feature selection to the development of Gaussian process models for percutaneous absorption. (2010)
L.T. Lam,
Yi Sun,
N. Davey,
Roderick Adams,
M. Prapopoulou,
Marc Brown
and
Gary Moss
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The application of Gaussian processes in the prediction of percutaneous absorption. (2009)
Gary P. Moss,
Yi Sun,
Maria Prapopoulou,
N. Davey,
Roderick Adams,
W. John Pugh
and
Marc Brown
Adaptive electrical signal post-processing with varying representations in optical communication systems. (2009)
Stephen Hunt,
Yi Sun,
Alex Shafarenko,
Roderick Adams,
N. Davey,
Brendan Slater,
Ranjeet Bhamber,
Sonia Boscolo
and
Sergei K. Turitsyn
Integrating genomic binding site predictions using real-valued meta classifiers. (2009)
Yi. Sun,
M. Robinson,
R.G. Adams,
Paul H. Kaye,
R. Te Boekhorst,
A.G. Rust
and
N. Davey
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Using pre and post-processing methods to improve binding site predictions. (2009)
Yi Sun,
C.G. Castellano,
M. Robinson,
R.G. Adams,
A.G. Rust
and
N. Davey
Using the support vector machine as a classification method for software defect prediction with static code metrics. (2009)
David Gray,
D. Bowes,
N. Davey,
Yi Sun
and
B. Christianson
Combining experts in order to identify binding sites in genomic data. (2008)
F. Rezwan,
Yi. Sun,
M. Robinson,
R.G. Adams,
A.G. Rust
and
N. Davey
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Combining experts in order to identify binding sites in yeast and mouse genomic data. (2008)
M. Robinson,
C. Gonzalez Castellano,
F. Rezwan,
R.G. Adams,
N. Davey,
A.G. Rust
and
Yi. Sun
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Prediction of Binding Sites in the Mouse Genome Using Support Vector Machines. (2008)
Yi. Sun,
M. Robinson,
R.G. Adams,
A.G. Rust
and
N. Davey
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Comparing the performance of single-layer and two-layer support vector machines on face detection. (2007)
J.W. Han,
P.C.R. Lane,
N. Davey
and
Yi. Sun
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Identifying binding sites in sequential genomic data. (2007)
M. Robinson,
C. Gonzalez Castellano,
R.G. Adams,
N. Davey
and
Yi. Sun
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Word Segmentation of Handwritten Text Using Supervised Classification Techniques. (2007)
Yi. Sun,
T. Butler,
A. Shafarenko,
R.G. Adams,
M.J. Loomes
and
N. Davey
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Identifying word boundaries in handwritten text. (2004)
Yi. Sun,
T. Butler,
A. Shafarenko,
M.J. Loomes,
R.G. Adams
and
N. Davey
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Using directional curvatures to visualize folding patterns of the GTM projection manifolds. (2001)
P. Tino,
I. Nabney
and
Yi. Sun
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Other
An Investigation of How Wavelet Transform can Affect the Correlation Performance of Biomedical Signals : The Correlation of EEG and HRV Frequency Bands in the frontal lobe of the brain. (2018)
Ronakben Bhavsar,
Neil Davey,
Yi Sun
and
Na Helian
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Revising Max-min for Scheduling in a Cloud Computing Context. (2017)
Paul Moggridge,
Na Helian,
Yi Sun,
Mariana Lilley,
Vito Veneziano
and
Martin Eaves
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The Mining and Analysis of Data with Mixed Attribute Types. (2016)
Ed Wakelam,
Neil Davey,
Yi Sun,
Amanda Jefferies,
Parimala Alva
and
Alex Hocking
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The importance of hyperparameters selection within small datasets. (2015)
Parivash Ashrafi,
Yi Sun,
Neil Davey,
Roderick Adams,
Marc Brown,
Maria Prapopoulou
and
Gary Moss
The Potential for Using Artificial Intelligence Techniques to Improve e-Learning Systems. (2015)
Edward Wakelam,
Amanda Jefferies,
N. Davey
and
Yi Sun
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Linear Support Vector Machines for Error Correction in Optical Data Transmission. (2013)
A. Metaxas,
A. Redyuk,
Yi Sun,
Alex Shafarenko,
N. Davey
and
Roderick Adams
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Mathematical modelling of percutaneous absorption. (2012)
Gary P. Moss,
Simon C. Wilkinson
and
Yi Sun
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The misuse of the NASA metrics data program data sets for automated software defect prediction. (2011)
D. Gray,
David Bowes,
N. Davey,
Yi Sun
and
B. Christianson
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The application of Gaussian processes in the prediction of absorption across mammalian skin and synthetic membranes. (2010)
Y. Sun,
M. Prapopoulou,
R. Adams,
N. Davey,
G. P. Moss
and
Marc Brown
Predicting drug absorption rates through human skin. (2010)
Yi. Sun,
L.Y. Lam,
G.P. Moss,
M. Prapopoulou,
R.G. Adams,
N. Davey,
David Gray
and
Marc Brown
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Software defect prediction using static code metrics underestimates defect-proneness. (2010)
David Gray,
David Bowes,
N. Davey,
Yi Sun
and
B. Christianson
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Using randomised vectors in transcription factor binding site predictions. (2010)
F. Rezwan,
Yi. Sun,
N. Davey,
R.G. Adams,
A.G. Rust
and
M. Robinson
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Adaptive Electrical Signal Post-Processing in Optical Communication Systems. (2008)
Yi. Sun,
A. Shafarenko,
R.G. Adams,
N. Davey,
B. Slater,
R. Bhamber,
S. Boscolo
and
S.K. Turitsyn
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Prediction of skin penetration using machine learning methods. (2008)
Yi Sun,
Gary Moss,
M. Prapopoulou,
Roderick Adams,
Marc Brown
and
N. Davey
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Predicting Binding Sites in the Mouse Genome. (2007)
Yi. Sun,
M. Robinson,
R.G. Adams,
N. Davey
and
A.G. Rust
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Using real-valued meta classifiers to integrate and contextualize binding site predictions. (2007)
M. Robinson,
O. Sharabi,
Yi. Sun,
R.G. Adams,
R. Te Boekhorst,
A.G. Rust
and
N. Davey
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Using Feature Selection Filtering Methods for Binding Site Predictions. (2006)
Yi. Sun,
M. Robinson,
R.G. Adams,
R. Te Boekhorst,
A.G. Rust
and
N. Davey
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Using sampling methods to improve binding site predictions. (2006)
Yi. Sun,
M. Robinson,
R.G. Adams,
R. Te Boekhorst,
A.G. Rust
and
N. Davey
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Comparing computational and human measures of visual similarity. (2005)
T.M. Gale,
Yi. Sun,
R.G. Adams
and
N. Davey
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Using real-valued metaclassifiers to integrate binding site predictions. (2005)
Yi Sun,
M. Robinson,
Roderick Adams,
Paul H. Kaye,
A.G. Rust
and
N. Davey
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Segmenting hand written text using supervised classification techniques. (2004)
Yi. Sun,
T. Butler,
A. Shafarenko,
M.J. Loomes,
R.G. Adams
and
N. Davey
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Semi-supervised construction of general visualization hierarchies. (2002)
P. Tino,
Yi. Sun
and
I. Nabney
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Visualization of incomplete data using class information constraints. (2002)
Yi. Sun,
P. Tino
and
I. Nabney
A principled approach to interactive hierarchical non-linear visualization of high-dimensional data. (2001)
P. Tino,
I. Nabney,
Yi. Sun
and
B.S. Williams
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