| 2011 |
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| 21 | Protein Sequence Classification Using Feature Hashing. Cornelia Caragea, Adrian Silvescu, Prasenjit Mitra. BIBM 2011, 538-543. Web SearchBibTeXDownload |
| 20 | Abstraction Super-structuring Normal Forms: Towards a Theory of Structural Induction. Adrian Silvescu, Vasant Honavar. CoRR (abs/1107.0434) (2011). Web SearchBibTeXDownload |
| 2010 |
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| 19 | Semi-supervised sequence classification using abstraction augmented Markov models. Cornelia Caragea, Adrian Silvescu, Doina Caragea, Vasant Honavar. BCB 2010, 257-264. Web SearchBibTeXDownload |
| 18 | Abstraction Augmented Markov Models. Cornelia Caragea, Adrian Silvescu, Doina Caragea, Vasant Honavar. ICDM 2010, 68-77. Web SearchBibTeXDownload |
| 2009 |
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| 17 | Combining Super-Structuring and Abstraction on Sequence Classification. Adrian Silvescu, Cornelia Caragea, Vasant Honavar. ICDM 2009, 986-991. Web SearchBibTeXDownload |
| 2007 |
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| 16 | Glycosylation 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 |
| 2006 |
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| 15 | Learning accurate and concise naïve Bayes classifiers from attribute value taxonomies and data. Jun Zhang, Dae-Ki Kang, Adrian Silvescu, Vasant Honavar. Knowl. Inf. Syst. (9): 157-179 (2006). Web SearchBibTeXDownload |
| 14 | RNBL-MN: A Recursive Naive Bayes Learner for Sequence Classification. Dae-Ki Kang, Adrian Silvescu, Vasant Honavar. PAKDD 2006, 45-54. Web SearchBibTeXDownload |
| 13 | TRIPPER: Rule Learning Using Taxonomies. Flavian Vasile, Adrian Silvescu, Dae-Ki Kang, Vasant Honavar. PAKDD 2006, 55-59. Web SearchBibTeXDownload |
| 2005 |
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| 12 | Information 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 |
| 11 | Information 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 |
| 10 | Discriminatively Trained Markov Model for Sequence Classification. Oksana Yakhnenko, Adrian Silvescu, Vasant Honavar. ICDM 2005, 498-505. Web SearchBibTeXDownload |
| 9 | Multinomial Event Model Based Abstraction for Sequence and Text Classification. Dae-Ki Kang, Jun Zhang, Adrian Silvescu, Vasant Honavar. SARA 2005, 134-148. Web SearchBibTeXDownload |
| 2004 |
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| 8 | Generation of Attribute Value Taxonomies from Data for Data-Driven Construction of Accurate and Compact Classifiers. Dae-Ki Kang, Adrian Silvescu, Jun Zhang, Vasant Honavar. ICDM 2004, 130-137. Web SearchBibTeXDownload |
| 7 | A 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 |
| 2003 |
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| 6 | Statistics Gathering for Learning from Distributed, Heterogeneous and Autonomous Data Sources. Doina Caragea, Jaime Reinoso, Adrian Silvescu, Vasant Honavar. IIWeb 2003, 99-104. Web SearchBibTeXDownload |
| 5 | Information 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 |
| 4 | Learning Decision Trees form Distributed Heterogeneous Autonomous Data. Doina Caragea, Adrian Silvescu, Vasant Honavar. MAICS 2003, 10-17. Web SearchBibTeX |
| 2002 |
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| 3 | Ontology-Driven Induction of Decision Trees at Multiple Levels of Abstraction. Jun Zhang, Adrian Silvescu, Vasant Honavar. SARA 2002, 316-323. Web SearchBibTeXDownload |
| 2001 |
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| 2 | Analysis 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 |
| 2000 |
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| 1 | Incremental and Distributed Learning with Support Vector Machines. Doina Caragea, Adrian Silvescu, Vasant Honavar. AAAI/IAAI 2000, 1067. Web SearchBibTeX |
