Dimitris Margaritis
Affiliations: | Computer Science | Iowa State University, Ames, IA, United States |
Area:
Computer Science, Artificial IntelligenceGoogle:
"Dimitris Margaritis"
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Publications
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| Bromberg F, Margaritis D, Honavar V. (2009) Efficient Markov Network Structure Discovery Using Independence Tests. The Journal of Artificial Intelligence Research. 35: 449-484 |
| Margaritis D, Bromberg F. (2009) Efficient markov network discovery using particle filters Computational Intelligence. 25: 367-394 |
| Margaritis D. (2009) Toward provably correct feature selection in arbitrary domains Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 1240-1248 |
| Bromberg F, Margaritis D. (2009) Improving the reliability of causal discovery from small data sets using argumentation Journal of Machine Learning Research. 10: 301-340 |
| Gandhi P, Bromberg F, Margaritis D. (2008) Learning Markov network structure using few independence tests Society For Industrial and Applied Mathematics - 8th Siam International Conference On Data Mining 2008, Proceedings in Applied Mathematics 130. 2: 680-691 |
| Bromberg F, Margaritis D. (2007) Efficient and robust independence-based Markov network structure discovery Ijcai International Joint Conference On Artificial Intelligence. 2431-2436 |
| Cheng H, Sen TZ, Kloczkowski A, et al. (2005) Prediction of protein secondary structure by mining structural fragment database. Polymer. 46: 4314-4321 |
| Yaramakala S, Margaritis D. (2005) Speculative Markov blanket discovery for optimal feature selection Proceedings - Ieee International Conference On Data Mining, Icdm. 809-812 |
| Margaritis D. (2005) Distribution-free learning of bayesian network structure in continuous domains Proceedings of the National Conference On Artificial Intelligence. 2: 825-830 |
| Patterson B, Margaritis D. (2005) Essential hidden variables an exploratory algorithm Proceedings of the 2nd Indian International Conference On Artificial Intelligence, Iicai 2005. 2649-2667 |