Relative performance of mutual information estimation methods for quantifying the dependence among short and noisy data S Khan, S Bandyopadhyay, AR Ganguly, S Saigal, DJ Erickson III, ... Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 76 (2 …, 2007 | 231 | 2007 |
Adios 2: The adaptable input output system. a framework for high-performance data management WF Godoy, N Podhorszki, R Wang, C Atkins, G Eisenhauer, J Gu, P Davis, ... SoftwareX 12, 100561, 2020 | 167 | 2020 |
RACHET: An efficient cover-based merging of clustering hierarchies from distributed datasets NF Samatova, G Ostrouchov, A Geist, AV Melechko Distributed and Parallel Databases 11, 157-180, 2002 | 101 | 2002 |
Computing Just What You Need: Online Data Analysis and Reduction at Extreme Scales I Foster, M Ainsworth, B Allen, J Bessac, F Cappello, JY Choi, ... 23rd International Conference on Parallel and Distributed Computing …, 2017 | 94 | 2017 |
Principal component analysis for dimension reduction in massive distributed data sets Y Qu, G Ostrouchov, N Samatova, A Geist Proceedings of IEEE International Conference on Data Mining (ICDM) 1318 …, 2002 | 94 | 2002 |
Scientific discovery at the exascale: report from the doe ascr 2011 workshop on exascale data management, analysis, and visualization S Ahern, A Shoshani, KL Ma, A Choudhary, T Critchlow, S Klasky, ... Dept. of Energy Office of Advanced Scientific Computing Research 1, 2011 | 78* | 2011 |
Programming with big data in R G Ostrouchov, WC Chen, D Schmidt, P Patel URL http://pbdr.org, 2012 | 66* | 2012 |
Nonlinear statistics reveals stronger ties between ENSO and the tropical hydrological cycle S Khan, AR Ganguly, S Bandyopadhyay, S Saigal, DJ Erickson III, ... Geophysical Research Letters 33 (24), 2006 | 64 | 2006 |
Scientific discovery at the exascale. Report from the DOE ASCR 2011 Workshop on Exascale Data Management S Ahern, A Shoshani, KL Ma, A Choudhary, T Critchlow, S Klasky, ... Analysis, and Visualization 2 (3), 2011 | 56 | 2011 |
An SVM-based algorithm for identification of photosynthesis-specific genome features GX Yu, G Ostrouchov, A Geist, NF Samatova Computational Systems Bioinformatics. CSB2003. Proceedings of the 2003 IEEE …, 2003 | 53 | 2003 |
Spatio‐temporal variability of daily and weekly precipitation extremes in South America S Khan, G Kuhn, AR Ganguly, DJ Erickson III, G Ostrouchov Water Resources Research 43 (11), 2007 | 52 | 2007 |
Sampling streaming data with replacement BH Park, G Ostrouchov, NF Samatova Computational Statistics & Data Analysis 52 (2), 750-762, 2007 | 45* | 2007 |
Mining consumer product data via latent semantic indexing J Jiang, MW Berry, JM Donato, G Ostrouchov, NW Grady Intelligent Data Analysis 3 (5), 377-398, 1999 | 39 | 1999 |
Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data C Hong, E Rush, M Liu, D Zhou, J Sun, A Sonabend, VM Castro, ... NPJ digital medicine 4 (1), 151, 2021 | 38 | 2021 |
A method for estimating occupational radiation dose to individuals, using weekly dosimetry data TJ Mitchell, G Ostrouchov, EL Frome, GD Kerr Radiation research 147 (2), 195-207, 1997 | 37* | 1997 |
Parallel Out-of-Core Algorithm for Genome-Scale Enumeration of Metabolic Systemic Pathways. NF Samatova, A Geist, G Ostrouchov, AV Melechko ipdps, 2002 | 35 | 2002 |
Flow characterization for intrusion detection T Dunnigan, G Ostrouchov Oak Ridge National Laboratory, Technical Report, http://www. csm. ornl. gov …, 2000 | 34 | 2000 |
Blue gene/l log analysis and time to interrupt estimation N Taerat, N Naksinehaboon, C Chandler, J Elliott, C Leangsuksun, ... 2009 International Conference on Availability, Reliability and Security, 173-180, 2009 | 33 | 2009 |
Accuracy of approximate confidence bounds computed from interval censored Weibull and lognormal data G Ostrouchov, WQ Meeker Jr Journal of Statistical Computation and Simulation 29 (1), 43-76, 1988 | 31 | 1988 |
On FastMap and the convex hull of multivariate data: toward fast and robust dimension reduction G Ostrouchov, NF Samatova IEEE Transactions on Pattern Analysis and Machine Intelligence 27 (8), 1340-1343, 2005 | 30 | 2005 |