Polymer and Separations Research Laboratory (PolySep)

Last update:

12/27/2005

Cognitive Neural Networks

[Some of the papers listed on this web can be viewed in PDF format. These papers are posted for viewing only. Downloading or printing these papers without permission from the publishers is forbidden by law]. 

1. Francesc Giralt, G. Espinosa, A. Arenas, J. Ferre-Gine, L. Amat, X. Gironés, R. Carbó-Dorca and Y. Cohen, "Prediction of Activity Coefficients of Diverse Organic Compounds in Water at Infinite Dilution with an Integrated SOM-fuzzy ARTMAP Classifier", AIChE J., 50, 1315-1343 (2004).
2. Yaffe, D., G, Espinosa, A. Arenas, F. Giralt and Y. Cohen, "Back Propagation and Fuzzy ARTMAP Neural Network Based Quantitative Structural Property Relation (QSPR) for Prediction of Henry’s Laws of Organic Compounds", J. Chem. Inf. Comput. Sci, 43, 85-112 (2003).
3. Yaffe, D., Y. Cohen, G. Espinosa, A. Arenas and F. Giralt, "Fuzzy ARTMAP and Back-Propagation Neural Networks Based Quantitative-Structure-Property Relationships (QSPRs) for Octanol-Water Partition Coefficient of Organic Compounds", J. Chem. Inf. Comput. Sci., 42, 162-183 (2002).
4. Yaffe, D. and Y. Cohen, "Neural Network Based Temperature-Dependent Quantitative Structural Property Relations (QSPRs) for Predicting Vapor Pressure of Hydrocarbons," Journal of Chemical Information and Computer Sciences, 41, 463-477 (2001).
5. Espinosa, G., D. Yaffe, A. Arenas, Y. Cohen and F.  Giralt, "A Fuzzy ARTMAP based Quantitative Structure-Property Relationships (QSPRs) for predicting Physical Properties of Organic Compounds", I&EC Research, 40, 2757-2766 (2001).
6. Yaffe, D., Y. Cohen, G. Espinosa, A. Arenas and F. Giralt, "A Fuzzy ARTMAP Based Quantitative Structure-Property Relationships (QSPRs) for Predicting Aqueous Solubility of Organic Compounds", Journal of Chemical Information and Computer Sciences, 41,1177-1207 (2001). Click here for published errata.

7. Espinosa, G., D. Yaffe, Y. Cohen, A. Arenas and F. Giralt, "Neural Network Based Quantitative Structural Property Relations (QSPRs) for Predicting Boiling Points of Aliphatic Hydrocarbons," Journal of Chemical Information and Computer Sciences, V40(N3):859-879 (2000).