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Immune system / Immunology / Protein methods / Computational science / Antigen / Protein subcellular localization prediction / Protein secondary structure / Biomolecular structure / Sequence alignment / Bioinformatics / Biology / Science


Predicting Protective Bacterial Antigens Using Random Forest Classifiers 1 Yasser EL-Manzalawy2,3 Drena Dobbs1 Vasant Honavar2 Department of Genetics, Development and Cell Biology, Iowa State University, Ames, IA, USA
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Document Date: 2013-02-18 23:18:08

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Orlando / Specificity / Wavelet / Ames / /

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Hewlett-Packard / Pub Co Inc / Industrial Electronics / Springer-Verlag New York Inc / IEEE Press / Mathematical Biosciences / /

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Netherlands / Egypt / United States / /

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M. Hall / Iowa State University / Al-Azhar University / /

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protein database search programs / data mining / web-based protective antigen database / signal processing / pre-processing step / Web servers / web-based support vector machine software / v2 server / recursive neural networks / different antigen prediction tools / cost-effective tools / classification algorithms / structural feature prediction server / bioinformatics tools / prediction algorithms / online Web server / online server at /

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HIV / Bartonella henselae infection / tract infection / tumors / malaria / tumour / infectious diseases / Infection / infectious and non-infectious diseases / tuberculosis / /

MedicalTreatment

immunization / /

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Random Forest / Random forests / /

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AAMD LR / Department of Systems and Computer Engineering / National Science Foundation / Estonian Academy of Sciences / TN TP / Al-Azhar University / Cairo / Iowa State University / Yasser EL-Manzalawy2 / 3 Drena Dobbs1 Vasant Honavar2 Department of Genetics / Development and Cell Biology / National Academy of Sciences / Computational Intelligence / Department of Computer Science / /

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Pierre Baldi / J. Van Houwelingen / R. Wells Jr / U. Muppirala / V / D. Dobbs / V / /

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ABSTRACT General / /

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pseudo / /

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Iowa / /

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Current Opinion / Journal of Molecular Biology / Machine Learning / Mathematische Annalen / Drug Discovery Today / Proceedings of the National Academy of Sciences / PloS One / Infection and Immunity / IEEE Transactions on Information Theory / Nucleic Acids Research / /

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http /

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