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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
2292011
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
1222009
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
442009
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
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
302011
Mathematical modelling of percutaneous absorption
GP Moss, SC Wilkinson, Y Sun
Current opinion in colloid & interface science, 2012
292012
Further thoughts on precision
D Gray, D Bowes, N Davey, Y Sun, B Christianson
Evaluation & Assessment in Software Engineering (EASE 2011), 15th Annual …, 2011
282011
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
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 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 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
142009
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
Integrating binding site predictions using non-linear classification methods
Y Sun, M Robinson, R Adams, P Kaye, A Rust, N Davey
Deterministic and Statistical Methods in Machine Learning, 229-241, 2005
72005
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Articles 1–20