Frank R. Burden

Publication Activity (10 Years)

Years Active: 1989-2015
Publications (10 Years): 1

Top Topics

Generalization Ability

Model Selection

Machine Learning Methods

Text Categorization

Top Venues

J. Chem. Inf. Model.

Publications

Frank R. Burden, David A. Winkler
Relevance Vector Machines: Sparse Classification Methods for QSAR. J. Chem. Inf. Model. 55 (8) (2015)
David A. Winkler, Frank R. Burden, Julianne D. Halley
Embryogenesis. Artif. Life 15 (4) (2009)
Frank R. Burden, Mitchell J. Polley, David A. Winkler
Toward Novel Universal Descriptors: Charge Fingerprints. J. Chem. Inf. Model. 49 (3) (2009)
Michael J. Sorich, John O. Miners, Ross A. McKinnon, David A. Winkler, Frank R. Burden, Paul A. Smith
Comparison of Linear and Nonlinear Classification Algorithms for the Prediction of Drug and Chemical Metabolism by Human UDP-Glucuronosyltransferase Isoforms. J. Chem. Inf. Comput. Sci. 43 (6) (2003)
Frank R. Burden
Quantitative Structure-Activity Relationship Studies Using Gaussian Processes. J. Chem. Inf. Comput. Sci. 41 (3) (2001)
Frank R. Burden, Martyn G. Ford, David C. Whitley, David A. Winkler
Use of Automatic Relevance Determination in QSAR Studies Using Bayesian Neural Networks. J. Chem. Inf. Comput. Sci. 40 (6) (2000)
Frank R. Burden, David A. Winkler
New QSAR Methods Applied to Structure-Activity Mapping and Combinatorial Chemistry. J. Chem. Inf. Comput. Sci. 39 (2) (1999)
Frank R. Burden
Holographic Neural Networks as Nonlinear Discriminants for Chemical Applications. J. Chem. Inf. Comput. Sci. 38 (1) (1998)
Frank R. Burden
Mapping Analytic Functions Using Neural Networks. J. Chem. Inf. Comput. Sci. 34 (6) (1994)
Frank R. Burden
Molecular identification number for substructure searches. J. Chem. Inf. Comput. Sci. 29 (3) (1989)