Adrian Silvescu

According to our database, Adrian Silvescu authored at least 30 papers between 1997 and 2016.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2016

Identifying Informative Messages in Disasters using Convolutional Neural Networks.

Cornelia Caragea, Adrian Silvescu, Andrea H. Tapia

Proceedings of the 13th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2016

2013

Can't see the forest for the trees?: a citation recommendation system.

Cornelia Caragea, Adrian Silvescu, Prasenjit Mitra, C. Lee Giles

Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries, 2013

2012

Combining Hashing and Abstraction in Sparse High Dimensional Feature Spaces.

Cornelia Caragea, Adrian Silvescu, Prasenjit Mitra

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Classifying Scientific Publications Using Abstract Features.

Cornelia Caragea, Adrian Silvescu, Saurabh Kataria, Doina Caragea, Prasenjit Mitra

Proceedings of the Ninth Symposium on Abstraction, Reformulation, and Approximation, 2011

Abstraction Super-Structuring Normal Forms: Towards a Theory of Structural Induction.

Adrian Silvescu, Vasant G. Honavar

Proceedings of the Algorithmic Probability and Friends. Bayesian Prediction and Artificial Intelligence, 2011

Protein Sequence Classification Using Feature Hashing.

Cornelia Caragea, Adrian Silvescu, Prasenjit Mitra

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

2010

Semi-supervised prediction of protein subcellular localization using abstraction augmented Markov models.

Cornelia Caragea, Doina Caragea, Adrian Silvescu, Vasant G. Honavar

BMC Bioinform., 2010

Abstraction Augmented Markov Models.

Cornelia Caragea, Adrian Silvescu, Doina Caragea, Vasant G. Honavar

Proceedings of the ICDM 2010, 2010

Semi-supervised sequence classification using abstraction augmented Markov models.

Cornelia Caragea, Adrian Silvescu, Doina Caragea, Vasant G. Honavar

Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010

2009

Combining Super-Structuring and Abstraction on Sequence Classification.

Adrian Silvescu, Cornelia Caragea, Vasant G. Honavar

Proceedings of the ICDM 2009, 2009

2007

Glycosylation site prediction using ensembles of Support Vector Machine classifiers.

Cornelia Caragea, Jivko Sinapov, Adrian Silvescu, Drena Dobbs, Vasant G. Honavar

BMC Bioinform., 2007

2006

Learning accurate and concise naïve Bayes classifiers from attribute value taxonomies and data.

Jun Zhang, Dae-Ki Kang, Adrian Silvescu, Vasant G. Honavar

Knowl. Inf. Syst., 2006

TRIPPER: Rule Learning Using Taxonomies.

Flavian Vasile, Adrian Silvescu, Dae-Ki Kang, Vasant G. Honavar

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

RNBL-MN: A Recursive Naive Bayes Learner for Sequence Classification.

Dae-Ki Kang, Adrian Silvescu, Vasant G. Honavar

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Independence, Decomposability and Functions which Take Values into an Abelian Group.

Adrian Silvescu, Vasant G. Honavar

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2006

2005

Multinomial Event Model Based Abstraction for Sequence and Text Classification.

Dae-Ki Kang, Jun Zhang, Adrian Silvescu, Vasant G. Honavar

Proceedings of the Abstraction, 2005

Discriminatively Trained Markov Model for Sequence Classification.

Oksana Yakhnenko, Adrian Silvescu, Vasant G. Honavar

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

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 G. Honavar

Proceedings of the Data Integration in the Life Sciences, Second InternationalWorkshop, 2005

Information Integration from Semantically Heterogeneous Biological Data Sources.

Doina Caragea, Jie Bao, Jyotishman Pathak, Adrian Silvescu, Carson M. Andorf, Drena Dobbs, Vasant G. Honavar

Proceedings of the 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 2005

2004

A Framework for Learning from Distributed Data Using Sufficient Statistics and Its Application to Learning Decision Trees.

Doina Caragea, Adrian Silvescu, Vasant G. Honavar

Int. J. Hybrid Intell. Syst., 2004

Generation of Attribute Value Taxonomies from Data for Data-Driven Construction of Accurate and Compact Classifiers.

Dae-Ki Kang, Adrian Silvescu, Jun Zhang, Vasant G. Honavar

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

2003

Learning Decision Trees form Distributed Heterogeneous Autonomous Data.

Doina Caragea, Adrian Silvescu, Vasant G. Honavar

Proceedings of the MAICS 2003, 2003

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 G. Honavar

Proceedings of the 2003 IEEE International Conference on Information Reuse and Integration, 2003

Statistics Gathering for Learning from Distributed, Heterogeneous and Autonomous Data Sources.

Doina Caragea, Jaime Reinoso, Adrian Silvescu, Vasant G. Honavar

Proceedings of IJCAI-03 Workshop on Information Integration on the Web (IIWeb-03), 2003

2002

Ontology-Driven Induction of Decision Trees at Multiple Levels of Abstraction.

Jun Zhang, Adrian Silvescu, Vasant G. Honavar

Proceedings of the Abstraction, 2002

2001

Temporal Boolean Network Models of Genetic Networks and their Inference from Gene Expression Time Series.

Adrian Silvescu, Vasant G. Honavar

Complex Syst., 2001

Analysis and Synthesis of Agents That Learn from Distributed Dynamic Data Sources.

Doina Caragea, Adrian Silvescu, Vasant G. Honavar

Proceedings of the Emergent Neural Computational Architectures Based on Neuroscience, 2001

2000

Incremental and Distributed Learning with Support Vector Machines.

Doina Caragea, Adrian Silvescu, Vasant G. Honavar

Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

1999

Fourier neural networks.

Adrian Silvescu

Proceedings of the International Joint Conference Neural Networks, 1999

1997

Fuzzy Modeling of Conceptual Spaces.

Adrian Silvescu

Proceedings of the Computational Intelligence, 1997