Toward a Principled Methodology for Neural Network Design and Performance Evaluation in QSAR. Application to the Prediction of LogP. - Arthur F. Duprat; T. Huynh; Gérard Dreyfus (J. Chem. Inf. Comput. Sci., 1998)

From Hopfield nets to recursive networks to graph machines: Numerical machine learning for structured data. - Aurélie Goulon-Sigwalt-Abram; Arthur F. Duprat; Gérard Dreyfus (Theor. Comput. Sci., 2005)

Graph Machines and Their Applications to Computer-Aided Drug Design: A New Approach to Learning from Structured Data. - Aurélie Goulon-Sigwalt-Abram; Arthur F. Duprat; Gérard Dreyfus (UC, 2006)

Toward big data in QSAR/QSPR. - Arthur F. Duprat; Jean-Luc Ploix; Fabienne Dioury; Gérard Dreyfus (MLSP, 2014)

QSPR Prediction of the Stability Constants of Gadolinium(III) Complexes for Magnetic Resonance Imaging. - Fabienne Dioury; Arthur F. Duprat; Gérard Dreyfus; Clotilde Ferroud; Janine Cossy (J. Chem. Inf. Model., 2014)