Drena Dobbs

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2011
24HomPPI: A Class of Sequence Homology Based Protein-Protein Interface Prediction Methods. Li C. Xue, Drena Dobbs, Vasant Honavar. BMC Bioinformatics (12): 244 (2011). Web SearchBibTeXDownload
23Predicting MHC-II Binding Affinity Using Multiple Instance Regression. Yasser El-Manzalawy, Drena Dobbs, Vasant Honavar. IEEE/ACM Trans. Comput. Biology Bioinform. (8): 1067-1079 (2011). Web SearchBibTeXDownload
22PRIDB: a protein-RNA interface database. Benjamin A. Lewis, Rasna R. Walia, Michael Terribilini, Jeff Ferguson, Charles Zheng, Vasant Honavar, Drena Dobbs. Nucleic Acids Research (39): 277-282 (2011). Web SearchBibTeXDownload
2010
21Struct-NB: predicting protein-RNA binding sites using structural features. Fadi Towfic, Cornelia Caragea, David C. Gemperline, Drena Dobbs, Vasant Honavar. IJDMB (4): 21-43 (2010). Web SearchBibTeXDownload
2009
20Mixture of experts models to exploit global sequence similarity on biomolecular sequence labeling. Cornelia Caragea, Jivko Sinapov, Drena Dobbs, Vasant Honavar. BMC Bioinformatics (10) (2009). Web SearchBibTeXDownload
2008
19Predicting Protective Linear B-Cell Epitopes Using Evolutionary Information. Yasser El-Manzalawy, Drena Dobbs, Vasant Honavar. BIBM 2008, 289-292. Web SearchBibTeXDownload
18Using Global Sequence Similarity to Enhance Biological Sequence Labeling. Cornelia Caragea, Jivko Sinapov, Drena Dobbs, Vasant Honavar. BIBM 2008, 104-111. Web SearchBibTeXDownload
17Striking Similarities in Diverse Telomerase Proteins Revealed by Combining Structure Prediction and Machine Learning Approaches. Jae-Hyung Lee, Michael Hamilton, Colin Gleeson, Cornelia Caragea, Peter Zaback, Jeffry D. Sander, Li C. Xue, Feihong Wu, Michael Terribilini, Vasant Honavar, Drena Dobbs. Pacific Symposium on Biocomputing 2008, 501-512. Web SearchBibTeXDownload
2007
16Assessing the Performance of Macromolecular Sequence Classifiers. Cornelia Caragea, Jivko Sinapov, Vasant Honavar, Drena Dobbs. BIBE 2007, 320-326. Web SearchBibTeXDownload
15Analysis of Protein Protein Dimeric Interfaces. Feihong Wu, Fadi Towfic, Drena Dobbs, Vasant Honavar. BIBM 2007, 35. Web SearchBibTeXDownload
14Glycosylation site prediction using ensembles of Support Vector Machine classifiers. Cornelia Caragea, Jivko Sinapov, Adrian Silvescu, Drena Dobbs, Vasant Honavar. BMC Bioinformatics (8) (2007). Web SearchBibTeXDownload
13Exploring inconsistencies in genome-wide protein function annotations: a machine learning approach. Carson M. Andorf, Drena Dobbs, Vasant Honavar. BMC Bioinformatics (8) (2007). Web SearchBibTeXDownload
12RNABindR: a server for analyzing and predicting RNA-binding sites in proteins. Michael Terribilini, Jeffry D. Sander, Jae-Hyung Lee, Peter Zaback, Robert L. Jernigan, Vasant Honavar, Drena Dobbs. Nucleic Acids Research (35): 578-584 (2007). Web SearchBibTeXDownload
2006
11Predicting DNA-binding sites of proteins from amino acid sequence. Changhui Yan, Michael Terribilini, Feihong Wu, Robert L. Jernigan, Drena Dobbs, Vasant Honavar. BMC Bioinformatics (7): 262 (2006). Web SearchBibTeXDownload
2005
10Identifying Interaction Sites in "Recalcitrant" Proteins: Predicted Protein and Rna Binding Sites in Rev Proteins of Hiv-1 and Eiav Agree with Experimental Data. Michael Terribilini, Jae-Hyung Lee, Changhui Yan, Robert L. Jernigan, Susan Carpenter, Vasant Honavar, Drena Dobbs. CoRR (abs/cs/0511075) (2005). Web SearchBibTeXDownload
9Information Integration from Semantically Heterogeneous Biological Data Sources. Doina Caragea, Jie Bao, Jyotishman Pathak, Adrian Silvescu, Carson M. Andorf, Drena Dobbs, Vasant Honavar. DEXA Workshops 2005, 580-584. Web SearchBibTeXDownload
8Information Integration and Knowledge Acquisition from Semantically Heterogeneous Biological Data Sources. Doina Caragea, Jyotishman Pathak, Jie Bao, Adrian Silvescu, Carson M. Andorf, Drena Dobbs, Vasant Honavar. DILS 2005, 175-190. Web SearchBibTeXDownload
2004
7Predicting binding sites of hydrolase-inhibitor complexes by combining several methods. Taner Z. Sen, Andrzej Kloczkowski, Robert L. Jernigan, Changhui Yan, Vasant Honavar, Kai-Ming Ho, Cai-Zhuang Wang, Yungok Ihm, Haibo Cao, Xun Gu, Drena Dobbs. BMC Bioinformatics (5): 205 (2004). Web SearchBibTeXDownload
6A two-stage classifier for identification of protein-protein interface residues. Changhui Yan, Drena Dobbs, Vasant Honavar. ISMB/ECCB (Supplement of Bioinformatics) 2004, 371-378. Web SearchBibTeXDownload
5Identification of interface residues in protease-inhibitor and antigen-antibody complexes: a support vector machine approach. Changhui Yan, Vasant Honavar, Drena Dobbs. Neural Computing and Applications (13): 123-129 (2004). Web SearchBibTeXDownload
2003
4Automated data-driven discovery of motif-based protein function classifiers. Xiangyun Wang, Diane Schroeder, Drena Dobbs, Vasant Honavar. Inf. Sci. (155): 1-18 (2003). Web SearchBibTeXDownload
2002
3Data-Driven Discovery of Protein Function Classifiers: Decision Trees Based on MEME Motifs outperform PROSITE Patterns and Profiles on Peptidase Families. Xiangyun Wang, Diane Schroeder, Drena Dobbs, Vasant Honavar. JCIS 2002, 1193-1199. Web SearchBibTeX
2Discovering Protein Function Classification Rules from Reduced Alphabet Representations of Protein Sequences. Carson M. Andorf, Drena Dobbs, Vasant Honavar. JCIS 2002, 1200-1206. Web SearchBibTeX
1999
1Data-Driven Theory Refinement Using KBDistAl. Jihoon Yang, Rajesh Parekh, Vasant Honavar, Drena Dobbs. IDA 1999, 331-342. Web SearchBibTeXDownload
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