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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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GELATO and SAGE: An Integrated Framework for MS Annotation


Jan 08, 2016
Khalifeh AlJadda, Rene Ranzinger, Melody Porterfield, Brent Weatherly, Mohammed Korayem, John A. Miller, Khaled Rasheed, Krys J. Kochut, William S. York

* To be submitted to Bioinformatics journal, Oxford press 

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Mining Massive Hierarchical Data Using a Scalable Probabilistic Graphical Model


Dec 28, 2015
Khalifeh AlJadda, Mohammed Korayem, Camilo Ortiz, Trey Grainger, John A. Miller, Khaled Rasheed, Krys J. Kochut, William S. York, Rene Ranzinger, Melody Porterfield

* To be submitted to Big Data Journal. arXiv admin note: substantial text overlap with arXiv:1407.5656 

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PGMHD: A Scalable Probabilistic Graphical Model for Massive Hierarchical Data Problems


Aug 19, 2014
Khalifeh AlJadda, Mohammed Korayem, Camilo Ortiz, Trey Grainger, John A. Miller, William S. York


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