Robust prediction of three-dimensional spinal curve from back surface for non-invasive follow-up of scoliosis. - Charles Bergeron; Hubert Labelle; Janet Lenore Ronsky; Ronald F. Zernicke (Image-Guided Procedures, 2005)

Prediction of anterior scoliotic spinal curve from trunk surface using support vector regression. - Charles Bergeron; Farida Cheriet; Janet Lenore Ronsky; Ronald F. Zernicke; Hubert Labelle (Eng. Appl. Artif. Intell., 2005)

Multiple instance ranking. - Charles Bergeron; Jed Zaretzki; Curt M. Breneman; Kristin P. Bennett (ICML, 2008)

Nonsmooth Bilevel Programming for Hyperparameter Selection. - Gregory M. Moore; Charles Bergeron; Kristin P. Bennett (ICDM Workshops, 2009)

Prediction of peptide bonding affinity: kernel methods for nonlinear modeling - Charles Bergeron; Theresa Hepburn; C. Matthew Sundling; Michael P. Krein; William P. Katt; Nagamani Sukumar; Curt M. Breneman; Kristin P. Bennett (CoRR, 2011)

Exploiting Domain Knowledge for Improved Quantitative High-Throughput Screening Curve Fitting. - Charles Bergeron; Gregory M. Moore; Michael P. Krein; Curt M. Breneman; Kristin P. Bennett (J. Chem. Inf. Model., 2011)

RS-Predictor: A New Tool for Predicting Sites of Cytochrome P450-Mediated Metabolism Applied to CYP 3A4. - Jed Zaretzki; Charles Bergeron; Patrik Rydberg; Tao-wei Huang; Kristin P. Bennett; Curt M. Breneman (J. Chem. Inf. Model., 2011)

Model selection for primal SVM. - Gregory M. Moore; Charles Bergeron; Kristin P. Bennett (Mach. Learn., 2011)

RS-Predictor Models Augmented with SMARTCyp Reactivities: Robust Metabolic Regioselectivity Predictions for Nine CYP Isozymes. - Jed Zaretzki; Patrik Rydberg; Charles Bergeron; Kristin P. Bennett; Lars Olsen; Curt M. Breneman (J. Chem. Inf. Model., 2012)

Fast Bundle Algorithm for Multiple-Instance Learning. - Charles Bergeron; Gregory M. Moore; Jed Zaretzki; Curt M. Breneman; Kristin P. Bennett (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

RS-WebPredictor: a server for predicting CYP-mediated sites of metabolism on drug-like molecules. - Jed Zaretzki; Charles Bergeron; Tao-wei Huang; Patrik Rydberg; S. Joshua Swamidass; Curt M. Breneman (Bioinform., 2013)

DR-Predictor: Incorporating Flexible Docking with Specialized Electronic Reactivity and Machine Learning Techniques to Predict CYP-Mediated Sites of Metabolism. - Tao-wei Huang; Jed Zaretzki; Charles Bergeron; Kristin P. Bennett; Curt M. Breneman (J. Chem. Inf. Model., 2013)