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Reduction in the complexity of 1D 1H-NMR spectra by the use of Frequency to Information Transformation


Dec 16, 2020
Homayoun Valafar, Faramarz Valafar

* 21 pages 

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A Comparative study of Artificial Neural Networks Using Reinforcement learning and Multidimensional Bayesian Classification Using Parzen Density Estimation for Identification of GC-EIMS Spectra of Partially Methylated Alditol Acetates


Jul 31, 2020
Faramarz Valafar, Homayoun Valafar

* 5 pages 

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Parallel, Self Organizing, Consensus Neural Networks


Jul 30, 2020
Homayoun Valafar, Faramarz Valafar, Okan Ersoy

* Published in IEEE-IJCNN 1999 1225-1228 
* 4 pages 

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Identification of 1H-NMR Spectra of Xyloglucan Oligosaccharides: A Comparative Study of Artificial Neural Networks and Bayesian Classification Using Nonparametric Density Estimation


Jul 30, 2020
Faramarz Valafar, Homayoun Valafar, William S. York

* Published in IEEE ICAI 1999 549-553 
* 6 pages. Published in IEEE ICAI99 

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