Biblio

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2011
2010
Odibat, O., C. K. Reddy, and C. N. Giroux, "Differential Biclustering for Gene Expression Analysis", Proceedings of the ACM Conference on Bioinformatics and Computational Biology (BCB), pp. 275-284, 2010.
Alaydie, N., C. K. Reddy, and F. Fotouhi, "Hierarchical Multi-label Boosting for Gene Function Prediction", Proceedings of the International Conference on Computational Systems Bioinformatics (CSB), 2010.
Reddy, C. K., and B. Rajaratnam, "Learning mixture models via component-wise parameter smoothing", Computational Statistics {&} Data Analysis, vol. 54, no. 3, pp. 732-749, 2010.
Reddy, C. K., and M. S. Aziz, "Modeling Local Nonlinear Correlations using Subspace Principal Curves", Statistical Analysis and Data Mining, vol. 3, no. 5, pp. 332-349, 2010.
Abe, N., P. Melville, C. Pendus, C. K. Reddy, D. L. Jensen, and et al, "Optimizing Debt Collections Using Constrained Reinforcement Learning", Proceedings of the ACM SIGKDD International Conference On Knowledge Discovery and Data Mining (KDD), pp. 75-84, 2010.
Choo, J., C. K. Reddy, H. Lee, and H. Park, "p-ISOMAP: An Efficient Parametric Update for ISOMAP for Visual Analytics", Proceedings of the SIAM International Conference on Data Mining (SDM), pp. 502-513, 2010.
Palit, I., and C. K. Reddy, "Parallelized Boosting with Map-Reduce", The 10th IEEE International Conference on Data Mining Workshops (ICDMW), pp. 1346-1353, 2010.
Aziz, M. S., and C. K. Reddy, "Robust Prediction from Multiple Heterogeneous Data Sources with Partial Information", Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM), pp. 1857-1860, 2010.
Aziz, M. S., and C. K. Reddy, "A Robust Seedless Algorithm for Correlation Clustering", Proceedings of the Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia Conference (PAKDD), pp. 28-37, 2010.
2009
Krishnaraj, Y., and C. K. Reddy, Biological Data Mining, : Chapman and Hall/CRC Press, 2009.
Palit, I., C. K. Reddy, and K. L. Schwartz, "Differential Predictive Modeling for Racial Disparities in Breast Cancer", Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, pp. 239-245, 2009.
Pokharkar, S., and C. K. Reddy, "Identifying Information-Rich Subspace Trends in High-Dimensional Data", Proceedings of the SIAM International Conference on Data Mining (SDM), pp. 557-568, 2009.
Reddy, C. K., and J. H. Park, "Multi-resolution Boosting for Classification and Regression Problems", Proceedings of the Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia Conference (PAKDD), pp. 196-207, 2009.
2008
Krishnaraj, Y., and C. K. Reddy, "Boosting Methods for Protein Fold Recognition: An Empirical Comparison", Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, pp. 393-396, 2008.
Reddy, C. K., and B. Rajaratnam, "Component-wise parameter smoothing for learning mixture models", Proceedings of the 19th International Conference on Pattern Recognition (ICPR), pp. 1-4, 2008.
Reddy, C. K., S. Pokharkar, and T. K. Ho, "Generating Hypotheses of Trends in High-Dimensional Data Skeletons", Proceedings of the IEEE Symposium on Visual Analytics Science and Technology (VAST), pp. 139-146, 2008.
Reddy, C. K., and F. A. Bhuyan, "Retrieval and ranking of biomedical images using boosted haar features", Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering (BIBE), pp. 1-6, 2008.
Reddy, C. K., and J. H. Park, "Scale-Space Kernels for Additive Modeling", Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshop, pp. 714-723, 2008.
Reddy, C. K., H. - D. Chiang, and B. Rajaratnam, "TRUST-TECH-Based Expectation Maximization for Learning Finite Mixture Models", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30, no. 7, pp. 1146-1157, 2008.
2007