Doina Caragea

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2011
46Semi-supervised Learning of Alternatively Spliced Exons Using Co-training. Karthik Tangirala, Doina Caragea. BIBM 2011, 243-246. Web SearchBibTeXDownload
45An Empirical Study on Using the National Vulnerability Database to Predict Software Vulnerabilities. Su Zhang, Doina Caragea, Xinming Ou. DEXA (1) 2011, 217-231. Web SearchBibTeXDownload
44Predicting Friendship Links in Social Networks Using a Topic Modeling Approach. Rohit Parimi, Doina Caragea. PAKDD (2) 2011, 75-86. Web SearchBibTeXDownload
2010
43Semi-supervised sequence classification using abstraction augmented Markov models. Cornelia Caragea, Adrian Silvescu, Doina Caragea, Vasant Honavar. BCB 2010, 257-264. Web SearchBibTeXDownload
42Abstraction Augmented Markov Models. Cornelia Caragea, Adrian Silvescu, Doina Caragea, Vasant Honavar. ICDM 2010, 68-77. Web SearchBibTeXDownload
41Prediction of alternatively spliced exons using Support Vector Machines. Jing Xia, Doina Caragea, Susan J. Brown. IJDMB (4): 411-430 (2010). Web SearchBibTeXDownload
40BeetleBase in 2010: revisions to provide comprehensive genomic information for Tribolium castaneum. Hee Shin Kim, Terence Murphy, Jing Xia, Doina Caragea, Yoonseong Park, Richard W. Beeman, Marcé D. Lorenzen, Stephen Butcher, J. Robert Manak, Susan J. Brown. Nucleic Acids Research (38): 437-442 (2010). Web SearchBibTeXDownload
39Boosting Biomedical Entity Extraction by Using Syntactic Patterns for Semantic Relation Discovery. Svitlana Volkova, Doina Caragea, William H. Hsu, John Drouhard, Landon Fowles. Web Intelligence 2010, 272-278. Web SearchBibTeXDownload
2009
38Knowledge Acquisition from Semantically Heterogeneous Data. Doina Caragea, Vasant Honavar. Encyclopedia of Data Warehousing and Mining 2009, 1110-1116. Web SearchBibTeXDownload
37Bi-relational Network Analysis Using a Fast Random Walk with Restart. Jing Xia, Doina Caragea, William H. Hsu. ICDM 2009, 1052-1057. Web SearchBibTeXDownload
36Learning Link-Based Classifiers from Ontology-Extended Textual Data. Cornelia Caragea, Doina Caragea, Vasant Honavar. ICTAI 2009, 354-361. Web SearchBibTeXDownload
35Computation of the Semantic Relatedness between Words using Concept Clouds. Swarnim Kulkarni, Doina Caragea. KDIR 2009, 183-188. Web SearchBibTeX
34Exploring Wikipedia and DMoz as Knowledge Bases for Engineering a User Interests Hierarchy for Social Network Applications. Mandar Haridas, Doina Caragea. OTM Conferences (2) 2009, 1238-1245. Web SearchBibTeXDownload
33Learning Link-Based Naïve Bayes Classifiers from Ontology-Extended Distributed Data. Cornelia Caragea, Doina Caragea, Vasant Honavar. OTM Conferences (2) 2009, 1139-1146. Web SearchBibTeXDownload
32Ontology-Based Link Prediction in the LiveJournal Social Network. Doina Caragea, Vikas Bahirwani, Waleed Aljandal, William H. Hsu. SARA 2009. Web SearchBibTeXDownload
31Towards Bridging the Web and the Semantic Web. Swarnim Kulkarni, Doina Caragea. Web Intelligence 2009, 667-674. Web SearchBibTeXDownload
2008
30Exploring Alternative Splicing Features Using Support Vector Machines. Jing Xia, Doina Caragea, Susan J. Brown. BIBM 2008, 231-238. Web SearchBibTeXDownload
29Leveraging Organizational Guidance Policies with Learning to Self-Tune Multiagent Systems. Scott J. Harmon, Scott A. DeLoach, Robby, Doina Caragea. SASO 2008, 223-232. Web SearchBibTeXDownload
28Visual Methods for Examining SVM Classifiers. Doina Caragea, Dianne Cook, Hadley Wickham, Vasant Honavar. Visual Data Mining 2008, 136-153. Web SearchBibTeXDownload
27Learning Classifiers from Large Databases Using Statistical Queries. Neeraj Koul, Cornelia Caragea, Vasant Honavar, Vikas Bahirwani, Doina Caragea. Web Intelligence 2008, 923-926. Web SearchBibTeXDownload
2007
26Structural Prediction of Protein-Protein Interactions in Saccharomyces cerevisiae. Martin S. R. Paradesi, Doina Caragea, William H. Hsu. BIBE 2007, 1270-1274. Web SearchBibTeXDownload
2006
25Modular Ontologies - A Formal Investigation of Semantics and Expressivity. Jie Bao, Doina Caragea, Vasant Honavar. ASWC 2006, 616-631. Web SearchBibTeXDownload
24Learning Classifiers from Distributed, Ontology-Extended Data Sources. Doina Caragea, Jun Zhang, Jyotishman Pathak, Vasant Honavar. DaWaK 2006, 363-373. Web SearchBibTeXDownload
23A Tool for Collaborative Construction of Large Biological Ontologies. Jie Bao, Zhiliang Hu, Doina Caragea, James Reecy, Vasant Honavar. DEXA Workshops 2006, 191-195. Web SearchBibTeXDownload
22Package-Based Description Logics - Preliminary Results. Jie Bao, Doina Caragea, Vasant Honavar. International Semantic Web Conference 2006, 967-969. Web SearchBibTeXDownload
21On the Semantics of Linking and Importing in Modular Ontologies. Jie Bao, Doina Caragea, Vasant Honavar. International Semantic Web Conference 2006, 72-86. Web SearchBibTeXDownload
20A Tableau-Based Federated Reasoning Algorithm for Modular Ontologies. Jie Bao, Doina Caragea, Vasant Honavar. Web Intelligence 2006, 404-410. Web SearchBibTeXDownload
2005
19Learning Support Vector Machines from Distributed Data Sources. Cornelia Caragea, Doina Caragea, Vasant Honavar. AAAI 2005, 1602-1603. Web SearchBibTeX
18Algorithms and Software for Collaborative Discovery from Autonomous, Semantically Heterogeneous, Distributed Information Sources. Doina Caragea, Jun Zhang, Jie Bao, Jyotishman Pathak, Vasant Honavar. ALT 2005, 13-44. Web SearchBibTeXDownload
17Information 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
16Information 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
15Learning Ontology-Aware Classifiers. Jun Zhang, Doina Caragea, Vasant Honavar. Discovery Science 2005, 308-321. Web SearchBibTeXDownload
14A framework for semantic web services discovery. Jyotishman Pathak, Neeraj Koul, Doina Caragea, Vasant Honavar. WIDM 2005, 45-50. Web SearchBibTeXDownload
2004
13Learning Classifiers from Semantically Heterogeneous Data. Doina Caragea, Jyotishman Pathak, Vasant Honavar. CoopIS/DOA/ODBASE (2) 2004, 963-980. Web SearchBibTeXDownload
12A Framework for Learning from Distributed Data Using Sufficient Statistics and Its Application to Learning Decision Trees. Doina Caragea, Adrian Silvescu, Vasant Honavar. Int. J. Hybrid Intell. Syst. (1): 80-89 (2004). Web SearchBibTeXDownload
11Ontology-Extended Component-Based Workflows : A Framework for Constructing Complex Workflows from Semantically Heterogeneous Software Components. Jyotishman Pathak, Doina Caragea, Vasant Honavar. SWDB 2004, 41-56. Web SearchBibTeXDownload
10Semantic api matching for automatic service composition. Doina Caragea, Tanveer Fathima Syeda-Mahmood. WWW (Alternate Track Papers & Posters) 2004, 436-437. Web SearchBibTeXDownload
2003
9Towards Simple, Easy-to-Understand, yet Accurate Classifiers. Doina Caragea, Dianne Cook, Vasant Honavar. ICDM 2003, 497-500. Web SearchBibTeXDownload
8Statistics Gathering for Learning from Distributed, Heterogeneous and Autonomous Data Sources. Doina Caragea, Jaime Reinoso, Adrian Silvescu, Vasant Honavar. IIWeb 2003, 99-104. Web SearchBibTeXDownload
7Information Extraction and Integration from Heterogeneous, Distributed, Autonomous Information Sources : A Federated Ontology-Driven Query-Centric Approach. Jaime Reinoso, Adrian Silvescu, Doina Caragea, Jyotishman Pathak, Vasant Honavar. IRI 2003, 183-191. Web SearchBibTeX
6Learning Decision Trees form Distributed Heterogeneous Autonomous Data. Doina Caragea, Adrian Silvescu, Vasant Honavar. MAICS 2003, 10-17. Web SearchBibTeX
2002
5Learning in Open-Ended Dynamic Distributed Environments. Doina Caragea. AAAI/IAAI 2002, 980. Web SearchBibTeX
2001
4Analysis and Synthesis of Agents That Learn from Distributed Dynamic Data Sources. Doina Caragea, Adrian Silvescu, Vasant Honavar. Emergent Neural Computational Architectures Based on Neuroscience 2001, 547-559. Web SearchBibTeXDownload
3Gaining insights into support vector machine pattern classifiers using projection-based tour methods. Doina Caragea, Dianne Cook, Vasant Honavar. KDD 2001, 251-256. Web SearchBibTeXDownload
2000
2Incremental and Distributed Learning with Support Vector Machines. Doina Caragea, Adrian Silvescu, Vasant Honavar. AAAI/IAAI 2000, 1067. Web SearchBibTeX
1997
1Genetic Algorithms, Schemata Construction and Statistics. Alexandru Agapie, Doina Caragea. Fuzzy Days 1997, 16-23. Web SearchBibTeXDownload
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