Oregon State University

Biblio

Found 22 results

2011
Sorower, M. S., T. G. Dietterich, J. R. Doppa, P. Tadepalli, and X. Fern, "Learning Rules from Incomplete Examples via a Probabilistic Mention Model", IJCAI 2011 Workshop on Learning by Reading and its Applications in Intelligent Question-Answering, Barcelona, Catalonia, Spain, 07/2011. Abstract
Doppa, J. R., M. NasrEsfahani, M. S. Sorower, J. Irvine, T. G. Dietterich, X. Fern, and P. Tadepalli, "Learning Rules from Incomplete Examples via Observation Models", IJCAI 2011 Workshop on Learning by Reading and its Applications in Intelligent Question-Answering, Barcelona, Catalonia, Spain, 07/2011. Abstract
2010
Azimi, J., A. Fern, and X. Fern, "Batch Bayesian Optimization via Simulation Matching", Advances in Neural Information Processing Systems 23, pp. 109–117, 12/2010. Abstract
Azimi, J., X. Fern, A. Fern, E. H. Burrows, F. W. R. Chaplen, Y. Fan, H. Liu, J. Jaio, and R. Schaller, "Myopic Policies for Budgeted Optimization with Constrained Experiments.", AAAI Conference on Artificial Intelligence (AAAI-2010), Atlanta, Georgia, AAAI Press, 07/2010. Abstract
Fern, X., C. Komireddy, V. Grigoreanu, and M. M. Burnett, "Mining Problem-Solving Strategies from HCI Data", ACM Transactions on Computer-Human Interaction, vol. 17, issue 1, pp. 1 - 22, 03/2010. Abstract
2009
Azimi, J., P. Cull, and X. Fern, "Clustering Ensembles Using Ants Algorithm", Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part I: Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira's Scientific Legacy, Berlin, Heidelberg, Springer-Verlag, pp. 295–304, 2009. Abstract
Briggs, F., R. Raich, and X. Fern, "Audio Classification of Bird Species: A Statistical Manifold Approach", 2009 Ninth IEEE International Conference on Data Mining (ICDM), Miami Beach, FL, IEEE, pp. 51 - 60, 12/2009. Abstract
Lakshminarayanan, B., R. Raich, and X. Fern, "A Syllable-Level Probabilistic Framework for Bird Species Identification", 2009 International Conference on Machine Learning and Applications (ICMLA)2009 International Conference on Machine Learning and Applications, Miami, FL, IEEE, pp. 53 - 59, 12/2009. Abstract
Azimi, J., and X. Fern, "Adaptive cluster ensemble selection", Proceedings of the 21st international jont conference on Artifical intelligence, San Francisco, CA, Morgan Kaufmann Publishers Inc., pp. 992–997, 07/2009. Abstract
Zhang, W., A. Surve, X. Fern, and T. G. Dietterich, "Learning non-redundant codebooks for classifying complex objects", Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09, Montreal, Quebec, Canada, ACM Press, pp. 1 - 8, 06/2009. Abstract
2008
Fern, X., and W. Lin, "Cluster Ensemble Selection", Statistical Analysis and Data Mining, vol. 1, issue 3, pp. 128 - 141, 11/2008. Abstract
Fern, X., and W. Lin, "Cluster Ensemble Selection", Proceedings of the SIAM International Conference on Data Mining: SIAM, pp. 787–797, 04/2008. Abstract
2007
Fern, X., C. Komireddy, and M. M. Burnett, "Mining Interpretable Human Strategies: A Case Study", Seventh IEEE International Conference on Data Mining (ICDM 2007), Omaha, NE, IEEE, pp. 475 - 480, 10/2007. Abstract
Cui, Y., X. Fern, and J. G. Dy, "Non-redundant Multi-view Clustering via Orthogonalization", Seventh IEEE International Conference on Data Mining (ICDM 2007)Seventh IEEE International Conference on Data Mining (ICDM 2007), Omaha, NE, IEEE, pp. 133 - 142, 10/2007. Abstract
2006
Grigoreanu, V., L. Beckwith, X. Fern, S. Yang, C. Komireddy, V. Narayanan, C. Cook, and M. M. Burnett, "Gender Differences in End-User Debugging, Revisited: What the Miners Found", Visual Languages and Human-Centric Computing (VL/HCC'06), Brighton, UK, IEEE, pp. 19 - 26, 09/2006. Abstract
2005
Fern, X., C. E. Brodley, and M. A. Friedl, "Correlation clustering for learning mixture of canonical correlation models", SIAM International Conference on Data Mining (SDM2005), Newport Beach, CA, 04/2005. Abstract
2004
Fern, X., and C. E. Brodley, "Solving cluster ensemble problems by bipartite graph partitioning", Twenty-first International Conference on Machine Learning - ICML '04, Banff, Alberta, Canada, ACM Press, pp. 36, 07/2004. Abstract
2003
Fern, X., and C. E. Brodley, "Boosting Lazy Decision Trees", Proceedings of the Twentieth International Conference on Machine Learning, Washington DC, pp. 178–185, 08/2003. Abstract
Fern, X., and C. E. Brodley, "Random projection for high dimensional data clustering: A cluster ensemble approach", Proceedings of 20th International Conference on Machine learning (ICML2003), Washington, DC, pp. 186–193, 08/2003. Abstract

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