Doina Caragea

Wesam Elshamy, Doina Caragea, William H. Hsu: KSU KDD: Word Sense Induction by Clustering in Topic Space. CoRR abs/1302.7056 (2013)

Ana Stanescu, Doina Caragea: Semi-supervised Learning of Alternatively Spliced Exons using Expectation Maximization Type Approaches. BIOINFORMATICS 2012: 240-245

Vishal Bahirwani, Doina Caragea: Study on regulatory motifs in Arabidopsis thaliana. BCB 2011: 553-555

Karthik Tangirala, Doina Caragea: Semi-supervised Learning of Alternatively Spliced Exons Using Co-training. BIBM 2011: 243-246

Su Zhang, Doina Caragea, Xinming Ou: An Empirical Study on Using the National Vulnerability Database to Predict Software Vulnerabilities. DEXA (1) 2011: 217-231

Rohit Parimi, Doina Caragea: Predicting Friendship Links in Social Networks Using a Topic Modeling Approach. PAKDD (2) 2011: 75-86

Cornelia Caragea, Adrian Silvescu, Saurabh Kataria, Doina Caragea, Prasenjit Mitra: Classifying Scientific Publications Using Abstract Features. SARA 2011

Cornelia Caragea, Doina Caragea, Adrian Silvescu, Vasant Honavar: Semi-supervised prediction of protein subcellular localization using abstraction augmented Markov models. BMC Bioinformatics 11(S-8): S6 (2010)

Jing Xia, Doina Caragea, Susan J. Brown: Prediction of alternatively spliced exons using Support Vector Machines. IJDMB 4(4): 411-430 (2010)

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: BeetleBase in 2010: revisions to provide comprehensive genomic information for Tribolium castaneum. Nucleic Acids Research 38(Database-Issue): 437-442 (2010)

Cornelia Caragea, Adrian Silvescu, Doina Caragea, Vasant Honavar: Semi-supervised sequence classification using abstraction augmented Markov models. BCB 2010: 257-264

Cornelia Caragea, Adrian Silvescu, Doina Caragea, Vasant Honavar: Abstraction Augmented Markov Models. ICDM 2010: 68-77

Svitlana Volkova, Doina Caragea, William H. Hsu, John Drouhard, Landon Fowles: Boosting Biomedical Entity Extraction by Using Syntactic Patterns for Semantic Relation Discovery. Web Intelligence 2010: 272-278

Waleed Aljandal, Vikas Bahirwani, Doina Caragea, William H. Hsu: Ontology-Aware Classification and Association Rule Mining for Interest and Link Prediction in Social Networks. AAAI Spring Symposium: Social Semantic Web: Where Web 2.0 Meets Web 3.0 2009: 3-8

Swarnim Kulkarni, Doina Caragea: Computation of the Semantic Relatedness between Words using Concept Clouds. KDIR 2009: 183-188

Jing Xia, Doina Caragea, William H. Hsu: Bi-relational Network Analysis Using a Fast Random Walk with Restart. ICDM 2009: 1052-1057

Cornelia Caragea, Doina Caragea, Vasant Honavar: Learning Link-Based Classifiers from Ontology-Extended Textual Data. ICTAI 2009: 354-361

Cornelia Caragea, Doina Caragea, Vasant Honavar: Learning Link-Based Naïve Bayes Classifiers from Ontology-Extended Distributed Data. OTM Conferences (2) 2009: 1139-1146

Mandar Haridas, Doina Caragea: Exploring Wikipedia and DMoz as Knowledge Bases for Engineering a User Interests Hierarchy for Social Network Applications. OTM Conferences (2) 2009: 1238-1245

Doina Caragea, Vikas Bahirwani, Waleed Aljandal, William H. Hsu: Ontology-Based Link Prediction in the LiveJournal Social Network. SARA 2009

Swarnim Kulkarni, Doina Caragea: Towards Bridging the Web and the Semantic Web. Web Intelligence 2009: 667-674

Doina Caragea, Vasant Honavar: Knowledge Acquisition from Semantically Heterogeneous Data. Encyclopedia of Data Warehousing and Mining 2009: 1110-1116

Vasant Honavar, Doina Caragea: Towards Semantics-Enabled Distributed Infrastructure for Knowledge Acquisition. AAAI Spring Symposium: Semantic Scientific Knowledge Integration 2008: 29-35

Jing Xia, Doina Caragea, Susan J. Brown: Exploring Alternative Splicing Features Using Support Vector Machines. BIBM 2008: 231-238

Scott J. Harmon, Scott A. DeLoach, Robby, Doina Caragea: Leveraging Organizational Guidance Policies with Learning to Self-Tune Multiagent Systems. SASO 2008: 223-232

Neeraj Koul, Cornelia Caragea, Vasant Honavar, Vikas Bahirwani, Doina Caragea: Learning Classifiers from Large Databases Using Statistical Queries. Web Intelligence 2008: 923-926

Doina Caragea, Dianne Cook, Hadley Wickham, Vasant Honavar: Visual Methods for Examining SVM Classifiers. Visual Data Mining 2008: 136-153

Martin S. R. Paradesi, Doina Caragea, William H. Hsu: Structural Prediction of Protein-Protein Interactions in Saccharomyces cerevisiae. BIBE 2007: 1270-1274

Jie Bao, Doina Caragea, Vasant Honavar: Modular Ontologies - A Formal Investigation of Semantics and Expressivity. ASWC 2006: 616-631

Jie Bao, Doina Caragea, Vasant Honavar: Towards Collaborative Environments for Ontology Construction and Sharing. CTS 2006: 99-108

Doina Caragea, Jun Zhang, Jyotishman Pathak, Vasant Honavar: Learning Classifiers from Distributed, Ontology-Extended Data Sources. DaWaK 2006: 363-373

Jie Bao, Zhiliang Hu, Doina Caragea, James Reecy, Vasant Honavar: A Tool for Collaborative Construction of Large Biological Ontologies. DEXA Workshops 2006: 191-195

Jie Bao, Doina Caragea, Vasant Honavar: On the Semantics of Linking and Importing in Modular Ontologies. International Semantic Web Conference 2006: 72-86

Jie Bao, Doina Caragea, Vasant Honavar: Package-Based Description Logics - Preliminary Results. International Semantic Web Conference 2006: 967-969

Jie Bao, Doina Caragea, Vasant Honavar: A Tableau-Based Federated Reasoning Algorithm for Modular Ontologies. Web Intelligence 2006: 404-410

Cornelia Caragea, Doina Caragea, Vasant Honavar: Learning Support Vector Machines from Distributed Data Sources. AAAI 2005: 1602-1603

Doina Caragea, Jun Zhang, Jie Bao, Jyotishman Pathak, Vasant Honavar: Algorithms and Software for Collaborative Discovery from Autonomous, Semantically Heterogeneous, Distributed Information Sources. ALT 2005: 13-44

Doina Caragea, Jie Bao, Jyotishman Pathak, Adrian Silvescu, Carson M. Andorf, Drena Dobbs, Vasant Honavar: Information Integration from Semantically Heterogeneous Biological Data Sources. DEXA Workshops 2005: 580-584

Doina Caragea, Jyotishman Pathak, Jie Bao, Adrian Silvescu, Carson M. Andorf, Drena Dobbs, Vasant Honavar: Information Integration and Knowledge Acquisition from Semantically Heterogeneous Biological Data Sources. DILS 2005: 175-190

Doina Caragea, Jun Zhang, Jie Bao, Jyotishman Pathak, Vasant Honavar: Algorithms and Software for Collaborative Discovery from Autonomous, Semantically Heterogeneous, Distributed Information Sources. Discovery Science 2005: 14

Jun Zhang, Doina Caragea, Vasant Honavar: Learning Ontology-Aware Classifiers. Discovery Science 2005: 308-321

Jyotishman Pathak, Neeraj Koul, Doina Caragea, Vasant Honavar: A framework for semantic web services discovery. WIDM 2005: 45-50

Doina Caragea, Adrian Silvescu, Vasant Honavar: A Framework for Learning from Distributed Data Using Sufficient Statistics and Its Application to Learning Decision Trees. Int. J. Hybrid Intell. Syst. 1(2): 80-89 (2004)

Doina Caragea, Jyotishman Pathak, Vasant Honavar: Learning Classifiers from Semantically Heterogeneous Data. CoopIS/DOA/ODBASE (2) 2004: 963-980

Jyotishman Pathak, Doina Caragea, Vasant Honavar: Ontology-Extended Component-Based Workflows : A Framework for Constructing Complex Workflows from Semantically Heterogeneous Software Components. SWDB 2004: 41-56

Doina Caragea, Tanveer Fathima Syeda-Mahmood: Semantic api matching for automatic service composition. WWW (Alternate Track Papers & Posters) 2004: 436-437

Doina Caragea, Dianne Cook, Vasant Honavar: Towards Simple, Easy-to-Understand, yet Accurate Classifiers. ICDM 2003: 497-500

Doina Caragea, Jaime Reinoso, Adrian Silvescu, Vasant Honavar: Statistics Gathering for Learning from Distributed, Heterogeneous and Autonomous Data Sources. IIWeb 2003: 99-104

Jaime Reinoso, Adrian Silvescu, Doina Caragea, Jyotishman Pathak, Vasant Honavar: Information Extraction and Integration from Heterogeneous, Distributed, Autonomous Information Sources : A Federated Ontology-Driven Query-Centric Approach. IRI 2003: 183-191

Doina Caragea, Adrian Silvescu, Vasant Honavar: Learning Decision Trees form Distributed Heterogeneous Autonomous Data. MAICS 2003: 10-17

Doina Caragea: Learning in Open-Ended Dynamic Distributed Environments. AAAI/IAAI 2002: 980

Doina Caragea, Dianne Cook, Vasant Honavar: Gaining insights into support vector machine pattern classifiers using projection-based tour methods. KDD 2001: 251-256

Doina Caragea, Adrian Silvescu, Vasant Honavar: Analysis and Synthesis of Agents That Learn from Distributed Dynamic Data Sources. Emergent Neural Computational Architectures Based on Neuroscience 2001: 547-559

Doina Caragea, Adrian Silvescu, Vasant Honavar: Incremental and Distributed Learning with Support Vector Machines. AAAI/IAAI 2000: 1067

Alexandru Agapie, Doina Caragea: Genetic Algorithms, Schemata Construction and Statistics. Fuzzy Days 1997: 16-23