Publications

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. Comparing predictive abilities of longitudinal child growth models. Statistics in medicine, 2018.

. Methods and apparatus of analyzing electrical power grid data. 2017.

. Divide and Recombine for Large Complex Data. 2017.

. Net interchange schedule forecasting using Bayesian Model Averaging. Power & Energy Society General Meeting, 2015 IEEE, 2015.

. Tessera: Open source software for accelerated data science. 2014.

. Power Grid Data Analysis with R and Hadoop. 2014.

. Power Grid Data Analysis with R and Hadoop. Data mining applications with R, 2014.

. Joint seasonal ARMA approach for modeling of load forecast errors in planning studies. T&D Conference and Exposition, 2014 IEEE PES, 2014.

. Forecasting hotspots using predictive visual analytics approach. 2014.

. Divide and recombine (D&R): Data science for large complex data. Statistical Analysis and Data Mining: The ASA Data Science Journal, 2014.

. Distance restraints from crosslinking mass spectrometry: mining a molecular dynamics simulation database to evaluate lysine--lysine distances. Protein science, 2014.

. Trelliscope: A system for detailed visualization in the deep analysis of large complex data. Large-Scale Data Analysis and Visualization (LDAV), 2013 IEEE Symposium on, 2013.

. Large-scale exploratory analysis, cleaning, and modeling for event detection in real-world power systems data. Proceedings of the 3rd International Workshop on High Performance Computing, Networking and Analytics for the Power Grid, 2013.

. EDA and ML--A Perfect Pair for Large-Scale Data Analysis. Parallel and Distributed Processing Symposium Workshops & PhD Forum (IPDPSW), 2013 IEEE 27th International, 2013.

. Challenges in biomarker discovery: combining expert insights with statistical analysis of complex omics data. Expert opinion on medical diagnostics, 2013.

. Automated box-cox transformations for improved visual encoding. IEEE Transactions on Visualization & Computer Graphics, 2013.

. A comparison of forecast error generators for modeling wind and load uncertainty. Power and Energy Society General Meeting (PES), 2013 IEEE, 2013.

. The impact of solar photovoltaic generation on Balancing Requirements in the Southern Nevada system. Transmission and Distribution Conference and Exposition (T&D), 2012 IEEE PES, 2012.

. Speech information retrieval: a review. Multimedia systems, 2012.

. Planning for variable generation integration through balancing authorities consolidation. Power and Energy Society General Meeting, 2012 IEEE, 2012.

. Lumen Maintenance Testing of the Philips 60-Watt Replacement Lamp L Prize Entry. 2012.

. Large complex data: divide and recombine (d&r) with rhipe. Stat, 2012.

. Divide and Recombine for the Analysis of Large Complex Data. 2012.

. Large-scale pv integration study. PNNL-20677, Pacific Northwest National Laboratory, 2011.

. Integration of uncertainty information into power system operations. Power and Energy Society General Meeting, 2011 IEEE, 2011.

. Forecasting hotspots---A predictive analytics approach. IEEE Transactions on Visualization and Computer Graphics, 2011.

. Atypical behavior identification in large-scale network traffic. Large Data Analysis and Visualization (LDAV), 2011 IEEE Symposium on, 2011.

. Wind and load forecast error model for multiple geographically distributed forecasts. Transition, 2010.

. A visual analytics approach to understanding spatiotemporal hotspots. IEEE Transactions on Visualization and Computer Graphics, 2010.

. Visualization databases for the analysis of large complex datasets. Artificial Intelligence and Statistics, 2009.

. Syndromic surveillance: STL for modeling, visualizing, and monitoring disease counts. BMC Medical Informatics and Decision Making, 2009.

. Generating synthetic syndromic-surveillance data for evaluating visual-analytics techniques. IEEE Computer Graphics and Applications, 2009.

. Understanding syndromic hotspots-a visual analytics approach. Visual Analytics Science and Technology, 2008. VAST’08. IEEE Symposium on, 2008.

. STL and local regression for modeling disease surveillance counts. Advances in Disease Surveillance, 2007.