Molecular identification number for substructure searches. - Frank R. Burden (J. Chem. Inf. Comput. Sci., 1989)

Mapping Analytic Functions Using Neural Networks. - Frank R. Burden (J. Chem. Inf. Comput. Sci., 1994)

Holographic Neural Networks as Nonlinear Discriminants for Chemical Applications. - Frank R. Burden (J. Chem. Inf. Comput. Sci., 1998)

New QSAR Methods Applied to Structure-Activity Mapping and Combinatorial Chemistry. - Frank R. Burden; David A. Winkler (J. Chem. Inf. Comput. Sci., 1999)

Use of Automatic Relevance Determination in QSAR Studies Using Bayesian Neural Networks. - Frank R. Burden; Martyn G. Ford; David C. Whitley; David A. Winkler (J. Chem. Inf. Comput. Sci., 2000)

Quantitative Structure-Activity Relationship Studies Using Gaussian Processes. - Frank R. Burden (J. Chem. Inf. Comput. Sci., 2001)

Comparison of Linear and Nonlinear Classification Algorithms for the Prediction of Drug and Chemical Metabolism by Human UDP-Glucuronosyltransferase Isoforms. - Michael J. Sorich; John O. Miners; Ross A. McKinnon; David A. Winkler; Frank R. Burden; Paul A. Smith (J. Chem. Inf. Comput. Sci., 2003)

Bayesian Regularization of Neural Networks. - Frank R. Burden; David A. Winkler (Artificial Neural Networks, 2009)

Predictive Mesoscale Network Model of Cell Fate Decisions during C. elegans Embryogenesis. - David A. Winkler; Frank R. Burden; Julianne D. Halley (Artif. Life, 2009)

Toward Novel Universal Descriptors: Charge Fingerprints. - Frank R. Burden; Mitchell J. Polley; David A. Winkler (J. Chem. Inf. Model., 2009)

Relevance Vector Machines: Sparse Classification Methods for QSAR. - Frank R. Burden; David A. Winkler (J. Chem. Inf. Model., 2015)