David John Livingstone
David John Livingstone
Scientific Consultant
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Virtual computational chemistry laboratory–design and description
IV Tetko, J Gasteiger, R Todeschini, A Mauri, D Livingstone, P Ertl, ...
Journal of computer-aided molecular design 19, 453-463, 2005
Neural network studies. 1. Comparison of overfitting and overtraining
IV Tetko, DJ Livingstone, AI Luik
Journal of chemical information and computer sciences 35 (5), 826-833, 1995
The characterization of chemical structures using molecular properties. A survey
DJ Livingstone
Journal of chemical information and computer sciences 40 (2), 195-209, 2000
Data analysis for chemists
D Livingstone
Artificial neural networks: methods and applications
DJ Livingstone
Humana Press 458, 185-202, 2008
Data modelling with neural networks: advantages and limitations
DJ Livingstone, DT Manallack, IV Tetko
Journal of computer-aided molecular design 11, 135-142, 1997
Unsupervised forward selection: a method for eliminating redundant variables
DC Whitley, MG Ford, DJ Livingstone
Journal of chemical information and computer sciences 40 (5), 1160-1168, 2000
Neural network studies. 2. Variable selection
IV Tetko, AEP Villa, DJ Livingstone
Journal of chemical information and computer sciences 36 (4), 794-803, 1996
Predicting chemical toxicity and fate
MTD Cronin
CRC press, 2004
Neural networks in drug discovery: have they lived up to their promise?
DT Manallack, DJ Livingstone
European Journal of Medicinal Chemistry 34 (3), 195-208, 1999
Structure-activity relationships of antifilarial antimycin analogs: a multivariate pattern recognition study
DL Selwood, DJ Livingstone, JCW Comley, AB O'Dowd, AT Hudson, ...
Journal of medicinal chemistry 33 (1), 136-142, 1990
Substituent effects on edge‐to‐face aromatic interactions
FJ Carver, CA Hunter, DJ Livingstone, JF McCabe, EM Seward
Chemistry–A European Journal 8 (13), 2847-2859, 2002
Neural network modeling for estimation of partition coefficient based on atom-type electrotopological state indices
JJ Huuskonen, DJ Livingstone, IV Tetko
Journal of chemical information and computer sciences 40 (4), 947-955, 2000
Statistics using neural networks: chance effects
DJ Livingstone, DT Manallack
Journal of medicinal chemistry 36 (9), 1295-1297, 1993
Next Gen: transforming the UK into the world's leading talent hub for the video games and visual effects industries
I Livingstone, A Hope
Nesta, 2010
The use of artificial neural networks in QSAR
DW Salt, N Yildiz, DJ Livingstone, CJ Tinsley
Pesticide science 36 (2), 161-170, 1992
A practical guide to scientific data analysis
DJ Livingstone
John Wiley & Sons, 2009
Analysis of linear and nonlinear QSAR data using neural networks
DT Manallack, DD Ellis, DJ Livingstone
Journal of Medicinal Chemistry 37 (22), 3758-3767, 1994
Neural network studies. 3. Variable selection in the cascade-correlation learning architecture
VV Kovalishyn, IV Tetko, AI Luik, VV Kholodovych, AEP Villa, ...
Journal of Chemical Information and Computer Sciences 38 (4), 651-659, 1998
Judging the significance of multiple linear regression models
DJ Livingstone, DW Salt
Journal of Medicinal Chemistry 48 (3), 661-663, 2005
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