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Results for: Publications
CloudMatcher: A cloud/crowd service for entity matching. Govind Y, Paulson E, Ashok M, Suganthan G.C. P, Hitawala A, Doan A, Park Y, Peissig P, LaRose E, Badger J. KDD Workshop on Big data analytics-as-a-Service: Architecture, Algorithms, and Applications in Health Informatics, 2017.
When can multi-site datasets be pooled for regression? Hypothesis tests, L2-consistency and neuroscience applications. Zhou HH, Zhang Y, Ithapu VK, Johnson SC, Wahba G, Singh V. Proceedings of the International Conference on Machine Learning (ICML), 2017.
Riemannian nonlinear mixed effects models: analyzing longitudinal deformations in neuroimaging. Kim HJ, Adluru N, Suri H, Vemuri BC, Johnson SC, Singh V. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
Riemannian variance filtering: An independent filtering scheme for statistical tests on manifold-valued data. Zheng L, Kim HJ, Adluru N, Newton MA, Singh V. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017.
The incremental multiresolution matrix factorization algorithm. Ithapu VK, Kondor R, Johnson SC, Singh V. Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2017.
Machine learning consensus scoring improves performance across targets in structure-based virtual screening. Ericksen S, Wu H, Zhang H, Michael L, Newton M, Hoffmann FM, Wildman S. Journal of Chemical Information and Modeling 57(7):1579–1590, 2017.
Pharmacovigilance via baseline regularization with large-scale longitudinal observational data. Kuang Z, Peissig P, Santos Costa V, Maclin R, Page D. Proceedings of the 23rd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2017.
A review of active learning approaches to experimental design for uncovering biological networks. Sverchkov Y, Craven M. PLoS Computational Biology, 2017.
IPI59: An actionable biomarker to improve treatment response in serous ovarian carcinoma patients. Choi J, Ye S, Eng K, Korthauer K, Bradley W, Rader J, Kendziorski C. Statistics in Biosciences 9(1):1-12, 2017.
Analysis of embryonic development in the unsequenced axolotl: waves of transcriptional upheaval and stability. Jiang P, Nelson J, Leng N, Collins M, Swanson S, Dewey C, Thomson J, Stewart R. Developmental Biology 426(2):143-154, 2017.