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 | 2012 | |
|---|---|---|
| c21 |      | Cornelia Caragea, Adrian Silvescu, Prasenjit Mitra: Combining Hashing and Abstraction in Sparse High Dimensional Feature Spaces. AAAI 2012 |
| 2011 | ||
| c20 | | Cornelia Caragea, Adrian Silvescu, Prasenjit Mitra: Protein Sequence Classification Using Feature Hashing. BIBM 2011: 538-543 |
| c19 | | Cornelia Caragea, Adrian Silvescu, Saurabh Kataria, Doina Caragea, Prasenjit Mitra: Classifying Scientific Publications Using Abstract Features. SARA 2011 |
| i1 | | Adrian Silvescu, Vasant Honavar: Abstraction Super-structuring Normal Forms: Towards a Theory of Structural Induction. CoRR abs/1107.0434 (2011) |
| 2010 | ||
| j4 | | 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) |
| c18 | | Cornelia Caragea, Adrian Silvescu, Doina Caragea, Vasant Honavar: Semi-supervised sequence classification using abstraction augmented Markov models. BCB 2010: 257-264 |
| c17 | | Cornelia Caragea, Adrian Silvescu, Doina Caragea, Vasant Honavar: Abstraction Augmented Markov Models. ICDM 2010: 68-77 |
| 2009 | ||
| c16 | | Adrian Silvescu, Cornelia Caragea, Vasant Honavar: Combining Super-Structuring and Abstraction on Sequence Classification. ICDM 2009: 986-991 |
| 2007 | ||
| j3 | | Cornelia Caragea, Jivko Sinapov, Adrian Silvescu, Drena Dobbs, Vasant Honavar: Glycosylation site prediction using ensembles of Support Vector Machine classifiers. BMC Bioinformatics 8 (2007) |
| 2006 | ||
| j2 | | Jun Zhang, Dae-Ki Kang, Adrian Silvescu, Vasant Honavar: Learning accurate and concise naïve Bayes classifiers from attribute value taxonomies and data. Knowl. Inf. Syst. 9(2): 157-179 (2006) |
| c15 | | Adrian Silvescu, Vasant Honavar: Independence, Decomposability and Functions which Take Values into an Abelian Group. ISAIM 2006 |
| c14 | | Dae-Ki Kang, Adrian Silvescu, Vasant Honavar: RNBL-MN: A Recursive Naive Bayes Learner for Sequence Classification. PAKDD 2006: 45-54 |
| c13 | | Flavian Vasile, Adrian Silvescu, Dae-Ki Kang, Vasant Honavar: TRIPPER: Rule Learning Using Taxonomies. PAKDD 2006: 55-59 |
| 2005 | ||
| c12 | | 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 |
| c11 | | 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 |
| c10 | | Oksana Yakhnenko, Adrian Silvescu, Vasant Honavar: Discriminatively Trained Markov Model for Sequence Classification. ICDM 2005: 498-505 |
| c9 | | Dae-Ki Kang, Jun Zhang, Adrian Silvescu, Vasant Honavar: Multinomial Event Model Based Abstraction for Sequence and Text Classification. SARA 2005: 134-148 |
| 2004 | ||
| j1 | | 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) |
| c8 | | Dae-Ki Kang, Adrian Silvescu, Jun Zhang, Vasant Honavar: Generation of Attribute Value Taxonomies from Data for Data-Driven Construction of Accurate and Compact Classifiers. ICDM 2004: 130-137 |
| 2003 | ||
| c7 | | Doina Caragea, Jaime Reinoso, Adrian Silvescu, Vasant Honavar: Statistics Gathering for Learning from Distributed, Heterogeneous and Autonomous Data Sources. IIWeb 2003: 99-104 |
| c6 | | 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 |
| c5 |  | Doina Caragea, Adrian Silvescu, Vasant Honavar: Learning Decision Trees form Distributed Heterogeneous Autonomous Data. MAICS 2003: 10-17 |
| 2002 | ||
| c4 | | Jun Zhang, Adrian Silvescu, Vasant Honavar: Ontology-Driven Induction of Decision Trees at Multiple Levels of Abstraction. SARA 2002: 316-323 |
| 2001 | ||
| c3 | | 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 |
| 2000 | ||
| c2 | | Doina Caragea, Adrian Silvescu, Vasant Honavar: Incremental and Distributed Learning with Support Vector Machines. AAAI/IAAI 2000: 1067 |
| 1997 | ||
| c1 | | |
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