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Adrian Silvescu

Papers on DiSC'06


Discriminatively Trained Markov Model for Sequence Classification

Publications


Note: Links lead to the DBLP on the Web.

Adrian Silvescu

Dae-Ki Kang , Adrian Silvescu, Vasant Honavar : RNBL-MN: A Recursive Naive Bayes Learner for Sequence Classification. PAKDD 2006 : 45-54

Flavian Vasile , Adrian Silvescu, Dae-Ki Kang , Vasant Honavar : TRIPPER: Rule Learning Using Taxonomies. PAKDD 2006 : 55-59

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)

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

Oksana Yakhnenko , Adrian Silvescu, Vasant Honavar : Discriminatively Trained Markov Model for Sequence Classification. ICDM 2005 : 498-505

Dae-Ki Kang , Jun Zhang , Adrian Silvescu, Vasant Honavar : Multinomial Event Model Based Abstraction for Sequence and Text Classification. SARA 2005 : 134-148

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

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 , 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

Jun Zhang , Adrian Silvescu, Vasant Honavar : Ontology-Driven Induction of Decision Trees at Multiple Levels of Abstraction. SARA 2002 : 316-323

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

Adrian Silvescu: Fuzzy Modeling of Conceptual Spaces. Fuzzy Days 1997 : 277-284

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