Igor V. Cadez, Ph.D.
Affiliations: | 2002 | University of California, Irvine, Irvine, CA |
Area:
Computer ScienceGoogle:
"Igor Cadez"Parents
Sign in to add mentor| Padhraic Smyth | grad student | 2002 | UC Irvine | |
| (Finite mixture models: Theory and applications for large multivariate, sequential and transaction data sets.) | ||||
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Publications
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| Cadez I, Heckerman D, Meek C, et al. (2003) Model-Based Clustering and Visualization of Navigation Patterns on a Web Site Data Mining and Knowledge Discovery. 7: 399-424 |
| Kirshner S, Cadez IV, Smyth P, et al. (2003) Learning to classify galaxy shapes using the EM algorithm Advances in Neural Information Processing Systems |
| Cadez IV, Smyth P, McLachlan GJ, et al. (2002) Maximum likelihood estimation of mixture densities for binned and truncated multivariate data Machine Learning. 47: 7-34 |
| Kirshner S, Cadez IV, Smyth P, et al. (2002) Probabilistic model-based detection of bent-double radio galaxies Proceedings - International Conference On Pattern Recognition. 16: 499-502 |
| Cadez IV, Smyth P. (2001) Model complexity, goodness of fit and diminishing returns Advances in Neural Information Processing Systems |
| Cadez IV, Smyth P. (2000) On model selection and concavity for finite mixture models Ieee International Symposium On Information Theory - Proceedings. 323 |