Frank R. Burden

发表

Use of Automatic Relevance Determination in QSAR Studies Using Bayesian Neural Networks

Frank R. Burden, Martyn G. Ford, David C. Whitley, 2000, J. Chem. Inf. Comput. Sci..

Holographic Neural Networks as Nonlinear Discriminants for Chemical Applications

Frank R. Burden, 1998, J. Chem. Inf. Comput. Sci..

Bayesian neural nets for modeling in drug discovery

Frank R. Burden, David A. Winkler, F. Burden, 2004 .

Sparse machine learning methods to extract meaning from large chemical, materials, and genomic data sets

Frank R. Burden, Dave A. Winkler, Tu C. Le, 2016 .

Comparison of Linear and Nonlinear Classification Algorithms for the Prediction of Drug and Chemical Metabolism by Human UDP-Glucuronosyltransferase Isoforms

Paul A. Smith, Frank R. Burden, David A. Winkler, 2003, J. Chem. Inf. Comput. Sci..

Quantitative Structure-Activity Relationship Studies Using Gaussian Processes

Frank R. Burden, F. Burden, 2001, J. Chem. Inf. Comput. Sci..

Relevance Vector Machines: Sparse Classification Methods for QSAR

Frank R. Burden, David A. Winkler, 2015, J. Chem. Inf. Model..

Predictive Mesoscale Network Model of Cell Fate Decisions during C. elegans Embryogenesis

Frank R. Burden, David A. Winkler, Julianne D. Halley, 2009, Artificial Life.

The Computer Simulation of High Throughput Screening of Bioactive Molecules

Frank R. Burden, David A. Winkler, 2000 .

New QSAR Methods Applied to Structure-Activity Mapping and Combinatorial Chemistry

Frank R. Burden, David A. Winkler, F. Burden, 1999, J. Chem. Inf. Comput. Sci..

An Optimal Self‐Pruning Neural Network and Nonlinear Descriptor Selection in QSAR

Frank R. Burden, David A. Winkler, F. Burden, 2009 .

Toward Novel Universal Descriptors: Charge Fingerprints

Frank R. Burden, David A. Winkler, Mitchell J. Polley, 2009, J. Chem. Inf. Model..

Optimal Sparse Descriptor Selection for QSAR Using Bayesian Methods

Frank R. Burden, David A. Winkler, F. Burden, 2009 .

Atomistic topological indices applied to benzodiazepines using various regression methods

Frank R. Burden, David A. Winkler, Andrew J. R. Watkins, 1998 .

An Investigation into FTIR Spectroscopy as a Biodiagnostic Tool for Cervical Cancer

Frank R. Burden, Bayden R. Wood, Donald McNaughton, 1998 .

Predictive Human Intestinal Absorption QSAR Models Using Bayesian Regularized Neural Networks

Frank R. Burden, Mitchell J. Polley, David A. Winkler, 2005 .

Sparse feature selection methods identify unexpected global cellular response to strontium-containing materials

Molly M. Stevens, Frank R. Burden, Eileen Gentleman, 2015, Proceedings of the National Academy of Sciences.

Robust QSAR Models from Novel Descriptors and Bayesian Regularised Neural Networks

Frank R. Burden, David A. Winkler, F. Burden, 2000 .

Fourier Transform Infrared microspectroscopy and chemometrics as a tool for the discrimination of cyanobacterial strains

Frank R. Burden, Bayden R. Wood, Philip Heraud, 1999 .

Holographic QSAR of benzodiazepines

Frank R. Burden, F. Burden, David A. Winkler, 1998 .