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Yi Sun
Yi Sun
Verified email at herts.ac.uk - Homepage
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Cited by
Year
The misuse of the nasa metrics data program data sets for automated software defect prediction
D Gray, D Bowes, N Davey, Y Sun, B Christianson
Evaluation & Assessment in Software Engineering (EASE 2011), 15th Annual …, 2011
2282011
Using the support vector machine as a classification method for software defect prediction with static code metrics
D Gray, D Bowes, N Davey, Y Sun, B Christianson
Engineering Applications of Neural Networks, 223-234, 2009
1202009
Photometric redshift estimation using Gaussian processes
DG Bonfield, Y Sun, N Davey, MJ Jarvis, FB Abdalla, M Banerji, ...
Monthly Notices of the Royal Astronomical Society 405 (2), 987-994, 2010
452010
The application of Gaussian processes in the prediction of percutaneous absorption
GP Moss, Y Sun, M Prapopoulou, N Davey, R Adams, WJ Pugh, ...
Journal of Pharmacy and Pharmacology 61 (9), 1147-1153, 2009
452009
The application of discriminant analysis and Machine Learning methods as tools to identify and classify compounds with potential as transdermal enhancers
GP Moss, AJ Shah, RG Adams, N Davey, SC Wilkinson, WJ Pugh, Y Sun
European Journal of Pharmaceutical Sciences, 2011
402011
Software defect prediction using static code metrics underestimates defect-proneness
D Gray, D Bowes, N Davey, Y Sun, B Christianson
IEEE International Joint Conference on Neural Networks (IJCNN), 2010
362010
The application of feature selection to the development of Gaussian process models for percutaneous absorption
LT Lam, Y Sun, N Davey, R Adams, M Prapopoulou, MB Brown, GP Moss
Journal of Pharmacy and Pharmacology 62 (6), 738-749, 2010
322010
Mathematical modelling of percutaneous absorption
GP Moss, SC Wilkinson, Y Sun
Current opinion in colloid & interface science, 2012
292012
The application and limitations of mathematical modelling in the prediction of permeability across mammalian skin and polydimethylsiloxane membranes
GP Moss, Y Sun, SC Wilkinson, N Davey, R Adams, GP Martin, ...
Journal of Pharmacy and Pharmacology 63 (11), 1411-1427, 2011
292011
An evaluation of the potential of linear and nonlinear skin permeation models for the prediction of experimentally measured percutaneous drug absorption
MB Brown, CH Lau, ST Lim, Y Sun, N Davey, GP Moss, SH Yoo, ...
Journal of Pharmacy and Pharmacology, 2012
272012
Further thoughts on precision
D Gray, D Bowes, N Davey, Y Sun, B Christianson
Evaluation & Assessment in Software Engineering (EASE 2011), 15th Annual …, 2011
272011
The application of stochastic machine learning methods in the prediction of skin penetration
Y Sun, MB Brown, M Prapopoulou, N Davey, RG Adams, GP Moss
Applied Soft Computing 11 (2), 2367-2375, 2011
252011
Using feature selection filtering methods for binding site predictions
Y Sun, M Robinson, R Adams, R Te Boekhorst, AG Rust, N Davey
Cognitive Informatics, 2006. ICCI 2006. 5th IEEE International Conference on …, 2006
232006
Improving computational predictions of cis-regulatory binding sites
M Robinson, Y Sun, R Te Boekhorst, P Kaye, R Adams, AG Rust, N Davey
In: Proceedings of the Pacific Symposium, BIOCOMPUTING 2006, 2006
202006
Word segmentation of handwritten text using supervised classification techniques
Y Sun, TS Butler, A Shafarenko, R Adams, M Loomes, N Davey
Applied Soft Computing 7 (1), 71-88, 2007
182007
Using pre & post-processing methods to improve binding site predictions
Y Sun, CG Castellano, M Robinson, R Adams, AG Rust, N Davey
Pattern Recognition 42 (9), 1949-1958, 2009
152009
Using real-valued meta classifiers to integrate binding site predictions
Y Sun, M Robinson, R Adams, P Kaye, AG Rust, N Davey
Neural Networks, 2005. IJCNN'05. Proceedings. 2005 IEEE International Joint …, 2005
152005
Using sampling methods to improve binding site predictions
Y Sun, M Robinson, RG Adams, R Te Boekhorst, AG Rust, N Davey
In: Procs of the 14th European Symposium on Artificial Neural Networks …, 2006
142006
Prediction of skin penetration using machine learning methods
Y Sun, GP Moss, M Prapopoulou, R Adams, MB Brown, N Davey
Data Mining, 2008. ICDM'08. Eighth IEEE International Conference on, 1049-1054, 2008
102008
Prediction of Binding Sites in the Mouse Genome Using Support Vector Machines
Y Sun, M Robinson, R Adams, A Rust, N Davey
Artificial Neural Networks-ICANN 2008, 91-100, 2008
72008
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Articles 1–20