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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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TALI: Protein Structure Alignment Using Backbone Torsion Angles


Dec 12, 2020
Xijiang Miao, Michael G. Bryson, Homayoun Valafar

* Published in BIOCOMP 2006: 3-9 
* Seven pages 

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An Investigation in Optimal Encoding of Protein Primary Sequence for Structure Prediction by Artificial Neural Networks


Aug 02, 2020
Aaron Hein, Casey Cole, Homayoun Valafar


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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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Recognition of Smoking Gesture Using Smart Watch Technology


Mar 05, 2020
Casey A. Cole, Bethany Janos, Dien Anshari, James F. Thrasher, Scott Strayer, Homayoun Valafar

* 7 pages, Published originally at HIMS in 2016 

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State Transition Modeling of the Smoking Behavior using LSTM Recurrent Neural Networks


Jan 07, 2020
Chrisogonas O. Odhiambo, Casey A. Cole, Alaleh Torkjazi, Homayoun Valafar

* 8 pages, CSCI 2019 

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An AI model for Rapid and Accurate Identification of Chemical Agents in Mass Casualty Incidents


Dec 12, 2019
Nicholas Boltin, Daniel Vu, Bethany Janos, Alyssa Shofner, Joan Culley, Homayoun Valafar

* 7 pages, published in HIMS 2016 

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Automated Analysis of Femoral Artery Calcification Using Machine Learning Techniques


Dec 12, 2019
Liang Zhao, Brendan Odigwe, Susan Lessner, Daniel G. Clair, Firas Mussa, Homayoun Valafar

* 6 pages, submitted for consideration to CSCI 2016 

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Modelling of Sickle Cell Anemia Patients Response to Hydroxyurea using Artificial Neural Networks


Nov 25, 2019
Brendan E. Odigwe, Jesuloluwa S. Eyitayo, Celestine I. Odigwe, Homayoun Valafar

* 7 Pages, 9 figures, Int'l Conf. Health Informatics and Medical Systems | HIMS'19 |, Las Vegas, NV, July 2019 

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Using Residual Dipolar Couplings from Two Alignment Media to Detect Structural Homology


Nov 06, 2019
Ryan Yandle, Rishi Mukhopadhyay, Homayoun Valafar

* BioComp 2009, 6 pages 

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Protein Fold Family Recognition From Unassigned Residual Dipolar Coupling Data


Nov 01, 2019
Rishi Mukhopadhyay, Paul Shealy, Homayoun Valafar

* BioComp 2008, 7 pages 

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