Protein Sequence Classification Using Feature Hashing

Protein Sequence Classification Using Feature Hashing

Date: June 21, 2012
Creator: Caragea, Cornelia; Silvescu, Adrian & Mitra, Prasenjit
Description: Article on protein sequence classification using feature hashing.
Contributing Partner: UNT College of Engineering
Combining Hashing and Abstraction in Sparse High Dimensional Feature Spaces

Combining Hashing and Abstraction in Sparse High Dimensional Feature Spaces

Date: 2012
Creator: Caragea, Cornelia; Silvescu, Adrian & Mitra, Prasenjit
Description: Article on combining hashing and abstraction in sparse high dimensional feature spaces.
Contributing Partner: UNT College of Engineering
Protein sequence classification using feature hashing

Protein sequence classification using feature hashing

Date: June 21, 2012
Creator: Caragea, Cornelia; Silvescu, Adrian & Mitra, Prasenjit
Description: Article discussing protein sequence classification using feature hashing.
Contributing Partner: UNT College of Engineering
Semi-supervised prediction of protein subcellular localization using abstraction augmented Markov models

Semi-supervised prediction of protein subcellular localization using abstraction augmented Markov models

Date: October 26, 2010
Creator: Caragea, Cornelia; Caragea, Doina; Silvescu, Adrian & Honavar, Vasant
Description: Paper discussing developing semi-supervised methods for predicting protein subcellular localization from large amounts of unlabeled data together with small amounts of labeled data.
Contributing Partner: UNT College of Engineering
Glycosylation site prediction using ensembles of Support Vector Machine classifiers

Glycosylation site prediction using ensembles of Support Vector Machine classifiers

Date: November 9, 2007
Creator: Caragea, Cornelia; Sinapov, Jivko; Silvescu, Adrian; Dobbs, Drena & Honavar, Vasant
Description: Article discussing the performance of different computational methods for prediction of glycosylation sites from amino acid sequences.
Contributing Partner: UNT College of Engineering
Mixture of experts models to exploit global sequence similarity on biomolecular sequence labeling

Mixture of experts models to exploit global sequence similarity on biomolecular sequence labeling

Date: April 29, 2009
Creator: Caragea, Cornelia; Sinapov, Jivko; Dobbs, Drena & Honavar, Vasant
Description: Article discussing models for increasing the reliability of computational methods for identifying functionally important sites from biomolecular sequences.
Contributing Partner: UNT College of Engineering
Abstraction Augmented Markov Models

Abstraction Augmented Markov Models

Date: December 2010
Creator: Caragea, Cornelia; Silvescu, Adrian; Caragea, Doina & Honavar, Vasant
Description: Article discussing the abstraction augmented Markov models.
Contributing Partner: UNT College of Engineering
Thread Specific Features Are Helpful For Identifying Subjectivity Orientation of Online Forum Threads

Thread Specific Features Are Helpful For Identifying Subjectivity Orientation of Online Forum Threads

Date: October 2012
Creator: Biyani, Prakhar; Bhatia, Sumit; Caragea, Cornelia & Mitra, Prasenjit
Description: Paper discussing thread specific features for identifying subjectivity orientation of online forum threads.
Contributing Partner: UNT College of Engineering
Struct-NB: Predicting Protein-RNA Binding Sites Using Structural Features

Struct-NB: Predicting Protein-RNA Binding Sites Using Structural Features

Date: 2008
Creator: Towfic, Fadi; Caragea, Cornelia; Gemperline, David; Dobbs, Drena & Honavar, Vasant
Description: Article discussing predicting protein-RNA binding sites using structural features.
Contributing Partner: UNT College of Engineering
Classifying Scientific Publications Using Abstract Features

Classifying Scientific Publications Using Abstract Features

Date: 2011
Creator: Caragea, Cornelia; Silvescu, Adrian; Kataria, Saurabh; Caragea, Doina & Mitra, Prasenjit
Description: Article discussing classifying scientific publications using abstract features.
Contributing Partner: UNT College of Engineering
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