2006 |
16 | EE | Dae-Ki Kang,
Adrian Silvescu,
Vasant Honavar:
RNBL-MN: A Recursive Naive Bayes Learner for Sequence Classification.
PAKDD 2006: 45-54 |
15 | EE | Flavian Vasile,
Adrian Silvescu,
Dae-Ki Kang,
Vasant Honavar:
TRIPPER: Rule Learning Using Taxonomies.
PAKDD 2006: 55-59 |
14 | EE | 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) |
2005 |
13 | EE | 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 |
12 | EE | 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 |
11 | EE | Oksana Yakhnenko,
Adrian Silvescu,
Vasant Honavar:
Discriminatively Trained Markov Model for Sequence Classification.
ICDM 2005: 498-505 |
10 | EE | Dae-Ki Kang,
Jun Zhang,
Adrian Silvescu,
Vasant Honavar:
Multinomial Event Model Based Abstraction for Sequence and Text Classification.
SARA 2005: 134-148 |
2004 |
9 | EE | 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 |
8 | EE | 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) |
2003 |
7 | EE | Doina Caragea,
Jaime Reinoso,
Adrian Silvescu,
Vasant Honavar:
Statistics Gathering for Learning from Distributed, Heterogeneous and Autonomous Data Sources.
IIWeb 2003: 99-104 |
6 | | 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 |
5 | | Doina Caragea,
Adrian Silvescu,
Vasant Honavar:
Learning Decision Trees form Distributed Heterogeneous Autonomous Data.
MAICS 2003: 10-17 |
2002 |
4 | EE | Jun Zhang,
Adrian Silvescu,
Vasant Honavar:
Ontology-Driven Induction of Decision Trees at Multiple Levels of Abstraction.
SARA 2002: 316-323 |
2001 |
3 | EE | 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 |
2 | | Doina Caragea,
Adrian Silvescu,
Vasant Honavar:
Incremental and Distributed Learning with Support Vector Machines.
AAAI/IAAI 2000: 1067 |
1997 |
1 | | Adrian Silvescu:
Fuzzy Modeling of Conceptual Spaces.
Fuzzy Days 1997: 277-284 |