Neural Network Studies. 3. Variable Selection in the Cascade-Correlation Learning Architecture
暂无分享,去创建一个
Igor V. Tetko | Alessandro E. P. Villa | David J. Livingstone | Alexander I. Luik | Vasyl V. Kovalishyn | Vladyslav V. Kholodovych
[1] D. Maddalena,et al. Prediction of receptor properties and binding affinity of ligands to benzodiazepine/GABAA receptors using artificial neural networks. , 1995, Journal of medicinal chemistry.
[2] Igor V. Tetko,et al. Application of a Pruning Algorithm To Optimize Artificial Neural Networks for Pharmaceutical Fingerprinting , 1998, J. Chem. Inf. Comput. Sci..
[3] Robert J. Marks,et al. Neurosmithing: improving neural network learning , 1998 .
[4] Russell Reed,et al. Pruning algorithms-a survey , 1993, IEEE Trans. Neural Networks.
[5] Desmond J. Maddalena. Review Biologicals & Immunologicals: Applications of artificial neural networks to quantitative structure-activity relationships , 1996 .
[6] Igor V. Tetko,et al. Efficient Partition of Learning Data Sets for Neural Network Training , 1997, Neural Networks.
[7] M. Hosseini,et al. Using Artificial Neural Networks To Classify the Activity of Capsaicin and Its Analogues , 1997, J. Chem. Inf. Comput. Sci..
[8] Igor V. Tetko,et al. Data modelling with neural networks: Advantages and limitations , 1997, J. Comput. Aided Mol. Des..
[9] Igor V. Tetko,et al. Neural network studies, 1. Comparison of overfitting and overtraining , 1995, J. Chem. Inf. Comput. Sci..
[10] S. V. Antonenko,et al. HIV-1 reverse transcriptase inhibitor design using artificial neural networks. , 1994, Journal of medicinal chemistry.
[11] Yoshifusa Ito,et al. Approximation Capability of Layered Neural Networks with Sigmoid Units on Two Layers , 1994, Neural Computation.
[12] Igor V. Tetko,et al. Neural Network Studies, 2. Variable Selection , 1996, J. Chem. Inf. Comput. Sci..
[13] Carl E. Rasmussen,et al. Pruning from Adaptive Regularization , 1994, Neural Computation.
[14] Elie Bienenstock,et al. Neural Networks and the Bias/Variance Dilemma , 1992, Neural Computation.
[15] D. Livingstone,et al. Structure-activity relationships of antifilarial antimycin analogues: a multivariate pattern recognition study. , 1990, Journal of medicinal chemistry.
[16] P. Petersen,et al. Synthesis and structure-activity relationships of new 7-[3-(fluoromethyl)piperazinyl]- and -(fluorohomopiperazinyl)quinolone antibacterials. , 1990, Journal of medicinal chemistry.