Biblio

Export 82 results:
Sort by:
Filters: Author is Reddy, Chandan K.  [Clear All Filters]
2015
Choo, J., C. Lee, C. K. Reddy, and H. Park, "Weakly Supervised Nonnegative Matrix Factorization for User-driven Clustering", Data Mining and Knowledge Discovery (DMKD), vol. 29, no. 6, pp. 1598–1621, 2015.
2014
Al-Stouhi, S., and C. K. Reddy, "Multi-Task Clustering using Constrained Symmetric Non-Negative Matrix Factorization", In Proceedings of the SIAM International Conference on Data Mining (SDM), Philadelphia, PA, pp. 785-793, April, 2014.
Vinzamuri, B., Y. Li, and C. K. Reddy, "Active Learning based Survival Regression for Censored Data", In Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management(CIKM): ACM, pp. 241–250, 2014.
Odibat, O., and C. K. Reddy, "Efficient mining of discriminative co-clusters from gene expression data", Knowledge and Information Systems (KAIS), vol. 41, no. 3: Springer, pp. 667–696, 2014.
Rakesh, V., D. Singh, B. Vinzamuri, and C. K. Reddy, "Personalized Recommendation of Twitter Lists Using Content and Network Information", In Proceedings of International Conference on Weblogs and Social Media (ICWSM), 2014.
Choo, J., C. Lee, H. Kim, H. Lee, C. K. Reddy, B. L. Drake, and H. Park, "PIVE: Per-Iteration visualization environment for supporting real-time interactions with computational methods", In Proceedings of the IEEE Conference on Visual Analytics Science and Technology (VAST), Paris, France, pp. 241–242, 2014.
Singh, D., and C. K. Reddy, "A survey on platforms for big data analytics", Journal of Big Data, vol. 2, no. 1: Springer, pp. 1–20, 2014.
2013
Rakesh, V., C. K. Reddy, D. Singh, and R. MS, "Location-Specific Tweet Detection and Topic Summarization in Twitter", In Proceedings of the IEEE/ACM International Conference on Advances in Social Network Analysis and Mining (ASONAM), Niagara Falls, Canada, pp. 1441-1444, August, 2013.
Vinzamuri, B., and C. K. Reddy, "Cox Regression with Correlation based Regularization for Electronic Health Records", In Proceedings of the International Conference on Data Mining (ICDM), Dallas, Tx, pp. 757-766, 2013.
Choo, J., C. Lee, C. K. Reddy, and H. Park, "Utopian: User-driven topic modeling based on interactive nonnegative matrix factorization", Visualization and Computer Graphics, IEEE Transactions on, vol. 19, no. 12: IEEE, pp. 1992–2001, 2013.
2012
Palit, I., and C. K. Reddy, "Scalable and Parallel Boosting with MapReduce", IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 24, no. 10, pp. 1904-1916, October, 2012.
Al-Stouhi, S., C. K. Reddy, and D. E. Lanfear, "Label Space Transfer Learning", In Proceedings of the IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Athens, Greece, pp. 727 - 734, November, 2012.
Alaydie, N., C. K. Reddy, and F. Fotouhi, "A General Framework for Hierarchical Multi-label Classification by Exploiting Label Dependency", In Proceedings of Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Kaula Lumpur, Malaysia, pp. 294-305, May, 2012.
Odibat, O., and C. K. Reddy, "Ranking Differential Hubs in Gene Co-expression Networks", Journal of Bioinformatics and Computational Biology (JBCB), vol. 10, no. 1, February, 2012.
Alqadah, F., J. Bader, R. Anand, and C. K. Reddy, "Query-based Biclustering using Formal Concept Analysis", In Proceedings of the SIAM International Conference on Data Mining (SDM), Anaheim, CA, pp. 648-659, April, 2012.
2011
Al-Stouhi, S., and C. K. Reddy, "Adaptive Boosting for Transfer Learning using Dynamic Updates", In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD'11), Athens, Greece, pp. 60–75, September, 2011.
Al-Stouhi, S., and C. K. Reddy, "Adaptive Boosting for Transfer Learning using Dynamic Updates", Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, pp. 60-75, 2011.
Alaydie, N., C. K. Reddy, and F. Fotouhi, "A Bayesian Integration Model for Improved Gene Functional Inference from Heterogeneous Data Sources", Proceedings of the ACM Conference on Bioinformatics and Computational Biology (BCB), pp. 376-380, 2011.
Anand, R., and C. K. Reddy, "Constrained Logistic Regression for Discriminative Pattern Mining", Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, pp. 92-107, 2011.
Odibat, O., and C. K. Reddy, "A Generalized Framework for Mining Arbitrarily Positioned Overlapping Co-clusters", Proceedings of the SIAM International Conference on Data Mining (SDM), pp. 343-354, 2011.
Anand, R., and C. K. Reddy, "Graph-based Clustering with Constraints", Proceedings of Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), pp. 51-62, 2011.
Reddy, C. K., and J. H. Park, "Multi-resolution Boosting for Classification and Regression Problems", Knowledge and Information Systems, vol. 29, no. 2, pp. 435-456, 2011.