The Importance of Scaling in Data Mining for Toxicity Prediction

This publication has 9 references indexed in Scilit:

• Factors Influencing Predictive Models for Toxicology
  SAR and QSAR in Environmental Research, 2001
• Predictive Carcinogenicity: A Model for Aromatic Compounds, with Nitrogen-Containing Substituents, Based on Molecular Descriptors Using an Artificial Neural Network
  Journal of Chemical Information and Computer Sciences, 1999
• GA Strategy for Variable Selection in QSAR Studies: Application of GA-Based Region Selection to a 3D-QSAR Study of Acetylcholinesterase Inhibitors
  Journal of Chemical Information and Computer Sciences, 1998
• Are multilayer perceptrons adequate for pattern recognition and verification?
  Published by Institute of Electrical and Electronics Engineers (IEEE) ,1998
• A Bayesian neural network method for adverse drug reaction signal generation
  European Journal of Clinical Pharmacology, 1998
• Letter to the Editor
  Intelligent Data Analysis, 1997
• Predicting modes of toxic action from chemical structure: Acute toxicity in the fathead minnow (Pimephales promelas)
  Environmental Toxicology and Chemistry, 1997
• Neural Networks for Pattern Recognition
  Published by Oxford University Press (OUP) ,1995
• The influence of data preprocessing on the robustness and parsimony of multivariate calibration models
  Chemometrics and Intelligent Laboratory Systems, 1994