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David J. Livingstone
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2000 – 2009
- 2009
- [j19]Christian Kramer, Christofer S. Tautermann, David J. Livingstone, David W. Salt, David C. Whitley, Bernd Beck, Timothy Clark:
Sharpening the Toolbox of Computational Chemistry: A New Approximation of Critical F-Values for Multiple Linear Regression. J. Chem. Inf. Model. 49(1): 28-34 (2009) - [p1]David J. Livingstone, Antony Browne, Raymond Crichton, Brian D. Hudson, David C. Whitley, Martyn G. Ford:
The Extraction of Information and Knowledge from Trained Neural Networks. Artificial Neural Networks 2009: 226-243 - [e1]David J. Livingstone:
Artificial Neural Networks. Methods in Molecular Biology 458, Springer 2009, ISBN 978-1-58829-718-1 [contents] - 2007
- [j18]David W. Salt, Subhash Ajmani, Ray Crichton, David J. Livingstone:
An Improved Approximation to the Estimation of the Critical F Values in Best Subset Regression. J. Chem. Inf. Model. 47(1): 143-149 (2007) - 2006
- [j17]Subhash Ajmani, Stephen C. Rogers, Mark H. Barley, David J. Livingstone:
Application of QSPR to Mixtures. J. Chem. Inf. Model. 46(5): 2043-2055 (2006) - 2005
- [j16]Igor V. Tetko, Johann Gasteiger, Roberto Todeschini, Andrea Mauri, David J. Livingstone, Peter Ertl, Vladimir A. Palyulin, Eugene V. Radchenko, Nikolai S. Zefirov, Alexander S. Makarenko, Vsevolod Yu. Tanchuk, Volodymyr V. Prokopenko:
Virtual Computational Chemistry Laboratory - Design and Description. J. Comput. Aided Mol. Des. 19(6): 453-463 (2005) - 2003
- [j15]David T. Manallack, Benjamin G. Tehan, Emanuela Gancia, Brian D. Hudson, Martyn G. Ford, David J. Livingstone, David C. Whitley, Will R. Pitt:
A Consensus Neural Network-Based Technique for Discriminating Soluble and Poorly Soluble Compounds. J. Chem. Inf. Comput. Sci. 43(2): 674-679 (2003) - 2002
- [j14]David T. Manallack, Will R. Pitt, Emanuela Gancia, John G. Montana, David J. Livingstone, Martyn G. Ford, David C. Whitley:
Selecting Screening Candidates for Kinase and G Protein-Coupled Receptor Targets Using Neural Networks. J. Chem. Inf. Comput. Sci. 42(5): 1256-1262 (2002) - 2001
- [j13]David J. Livingstone, Martyn G. Ford, Jarmo J. Huuskonen, David W. Salt:
Simultaneous prediction of aqueous solubility and octanol/water partition coefficient based on descriptors derived from molecular structure. J. Comput. Aided Mol. Des. 15(8): 741-752 (2001) - 2000
- [j12]David J. Livingstone:
The Characterization of Chemical Structures Using Molecular Properties. A Survey. J. Chem. Inf. Comput. Sci. 40(2): 195-209 (2000) - [j11]Jarmo J. Huuskonen, David J. Livingstone, Igor V. Tetko:
Neural Network Modeling for Estimation of Partition Coefficient Based on Atom-Type Electrotopological State Indices. J. Chem. Inf. Comput. Sci. 40(4): 947-955 (2000) - [j10]David C. Whitley, Martyn G. Ford, David J. Livingstone:
Unsupervised Forward Selection: A Method for Eliminating Redundant Variables. J. Chem. Inf. Comput. Sci. 40(5): 1160-1168 (2000)
1990 – 1999
- 1999
- [j9]Romualdo Benigni, Laura Passerini, David J. Livingstone, Mark A. Johnson, Alessandro Giuliani:
Infrared Spectra Information and Their Correlation with QSAR Descriptors. J. Chem. Inf. Comput. Sci. 39(3): 558-562 (1999) - 1998
- [j8]Vasyl V. Kovalishyn, Igor V. Tetko, Alexander I. Luik, Vladyslav V. Kholodovych, Alessandro E. P. Villa, David J. Livingstone:
Neural Network Studies. 3. Variable Selection in the Cascade-Correlation Learning Architecture. J. Chem. Inf. Comput. Sci. 38(4): 651-659 (1998) - 1997
- [j7]David J. Livingstone, David T. Manallack, Igor V. Tetko:
Data modelling with neural networks: Advantages and limitations. J. Comput. Aided Mol. Des. 11(2): 135-142 (1997) - 1996
- [j6]Igor V. Tetko, Alessandro E. P. Villa, David J. Livingstone:
Neural Network Studies, 2. Variable Selection. J. Chem. Inf. Comput. Sci. 36(4): 794-803 (1996) - 1995
- [j5]Igor V. Tetko, David J. Livingstone, Alexander I. Luik:
Neural network studies, 1. Comparison of overfitting and overtraining. J. Chem. Inf. Comput. Sci. 35(5): 826-833 (1995) - 1993
- [j4]Patrick Camilleri, David J. Livingstone, José A. Murphy, David T. Manallack:
Chiral chromatography and multivariate quantitative structure-property relationships of benzimidazole sulphoxides. J. Comput. Aided Mol. Des. 7(1): 61-69 (1993) - 1992
- [j3]Brian D. Hudson, Ashley R. George, Martyn G. Ford, David J. Livingstone:
Structure-activity relationships of pyrethroid insecticides. Part 2. The use of molecular dynamics for conformation searching and average parameter calculation. J. Comput. Aided Mol. Des. 6(2): 191-201 (1992)
1980 – 1989
- 1989
- [j2]Brian D. Hudson, David J. Livingstone, Elizabeth Rahr:
Pattern recognition display methods for the analysis of computed molecular properties. J. Comput. Aided Mol. Des. 3(1): 55-65 (1989) - 1988
- [j1]Richard M. Hyde, David J. Livingstone:
Perspectives in QSAR: Computer chemistry and pattern recognition. J. Comput. Aided Mol. Des. 2(2): 145-155 (1988)
Coauthor Index
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