Brian Mattioni

Prediction of Glass Transition Temperatures from Monomer and Repeat Unit Structure Using Computational Neural Networks

Brian Mattioni, Peter C. Jurs · Journal of Chemical Information and Computer Sciences · 2002 · 140 citations

Engineering, Machine Learning, Glass-forming Liquid +21

Development and Use of Hydrophobic Surface Area (HSA) Descriptors for Computer-Assisted Quantitative Structure−Activity and Structure−Property Relationship Studies

David T. Stanton, Brian Mattioni, James J. Knittel et al. · Journal of Chemical Information and Computer Sciences · 2004 · 52 citations

Proteinlipid Interaction, Drug Target, New Series +16

Predicting the Genotoxicity of Secondary and Aromatic Amines Using Data Subsetting To Generate a Model Ensemble

Brian Mattioni, Gregory W. Kauffman, Peter C. Jurs et al. · Journal of Chemical Information and Computer Sciences · 2003 · 51 citations

Information-rich Subsets, Hit Identification, Organic Chemistry +21

Development of Quantitative Structure−Activity Relationship and Classification Models for a Set of Carbonic Anhydrase Inhibitors

Brian Mattioni, Peter C. Jurs · Journal of Chemical Information and Computer Sciences · 2001 · 43 citations

Prediction of dihydrofolate reductase inhibition and selectivity using computational neural networks and linear discriminant analysis

Brian Mattioni, Peter C. Jurs · Journal of Molecular Graphics and Modelling · 2003 · 40 citations

Linear Discriminant Analysis, Dihydrofolate Reductase Inhibition, Aldehyde Dehydrogenase +14