Learning accurate and concise naïve Bayes classifiers from attribute value taxonomies and data von Zhang, J, Kang, D-K, Silvescu, A, Honavar, V

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Discriminatively trained Markov model for sequence classification von Yakhnenko, O., Silvescu, A., Honavar, V.

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RNBL-MN: A Recursive Naive Bayes Learner for Sequence Classification von Kang, Dae-Ki, Silvescu, Adrian, Honavar, Vasant

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Information Integration and Knowledge Acquisition from Semantically Heterogeneous Biological Data Sources von Caragea, Doina, Pathak, Jyotishman, Bao, Jie, Silvescu, Adrian, Andorf, Carson, Dobbs, Drena, Honavar, Vasant

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Generation of attribute value taxonomies from data for data-driven construction of accurate and compact classifiers von Dae-Ki Kang, Silvescu, A., Jun Zhang, Honavar, V.

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Information extraction and integration from heterogeneous, distributed, autonomous information sources - a federated ontology-driven query-centric approach von Castillo, J.A.R., Silvescu, A., Caragea, D., Pathak, J., Honavar, V.G.

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Multinomial Event Model Based Abstraction for Sequence and Text Classification von Kang, Dae-Ki, Zhang, Jun, Silvescu, Adrian, Honavar, Vasant

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Abstraction Augmented Markov Models von Caragea, C, Silvescu, A, Caragea, D, Honavar, V

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Combining Super-Structuring and Abstraction on Sequence Classification von Silvescu, A., Caragea, C., Honavar, V.

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Fourier neural networks von Silvescu, A.

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Complex N-Glycan Number and Degree of Branching Cooperate to Regulate Cell Proliferation and Differentiation von Lau, Ken S., Partridge, Emily A., Grigorian, Ani, Silvescu, Cristina I., Reinhold, Vernon N., Demetriou, Michael, Dennis, James W.

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G-CSF Induces Membrane Expression of a Myeloperoxidase Glycovariant that Operates as an E-selectin Ligand on Human Myeloid Cells von Silvescu, Cristina I., Sackstein, Robert

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Glycosylation site prediction using ensembles of Support Vector Machine classifiers von Caragea, Cornelia, Sinapov, Jivko, Silvescu, Adrian, Dobbs, Drena, Honavar, Vasant

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Cholesterol-binding translocator protein TSPO regulates steatosis and bile acid synthesis in nonalcoholic fatty liver disease von Li, Yuchang, Chen, Liting, Li, Lu, Sottas, Chantal, Petrillo, Stephanie K., Lazaris, Anthoula, Metrakos, Peter, Wu, Hangyu, Ishida, Yuji, Saito, Takeshi, Golden-Mason, Lucy, Rosen, Hugo R., Wolff, Jeremy J., Silvescu, Cristina I., Garza, Samuel, Cheung, Garett, Huang, Tiffany, Fan, Jinjiang, Culty, Martine, Stiles, Bangyan, Asahina, Kinji, Papadopoulos, Vassilios

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Null Mutations in Drosophila N-Acetylglucosaminyltransferase I Produce Defects in Locomotion and a Reduced Life Span von Sarkar, Mohan, Leventis, Peter A., Silvescu, Cristina I., Reinhold, Vernon N., Schachter, Harry, Boulianne, Gabrielle L.

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Protein sequence classification using feature hashing von Caragea, Cornelia, Silvescu, Adrian, Mitra, Prasenjit

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Substrate Reduction Therapy for Sandhoff Disease through Inhibition of Glucosylceramide Synthase Activity von Marshall, John, Nietupski, Jennifer B., Park, Hyejung, Cao, James, Bangari, Dinesh S., Silvescu, Cristina, Wilper, Terry, Randall, Kristen, Tietz, Drew, Wang, Bing, Ying, Xiaoyou, Leonard, John P., Cheng, Seng H.

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Semi-supervised prediction of protein subcellular localization using abstraction augmented Markov models von Caragea, Cornelia, Caragea, Doina, Silvescu, Adrian, Honavar, Vasant

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Effect of dynamic exclusion and the use of FAIMS, DIA and MALDI-mass spectrometry imaging with ion mobility on amyloid protein identification von Aguilan, Jennifer T, Lim, Jihyeon, Racine-Brzostek, Sabrina, Fischer, Joshua, Silvescu, Cristina, Cornett, Shannon, Nieves, Edward, Mendu, Damodara Rao, Aliste, Carlos-Madrid, Semple, Stacia, Angeletti, Ruth, Weiss, Louis M, Cole, Adam, Prystowsky, Michael, Pullman, James, Sidoli, Simone

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Abstraction Super-Structuring Normal Forms: Towards a Theory of Structural Induction von Silvescu, Adrian, Honavar, Vasant

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