Refereed Publications
- S Pakin, CB Storlie, M Lang, RE Fields III, EE Romero, C Idler, S Michalak, H Greenberg, J Loncaric, R heinheimer, G Grider, J Wendelberger (2012). Power Usage of Production Supercomputers and Production Workloads. The International Conference for High Performance Computing, Networking, Storage, and Analysis (in review).
- CB Storlie, M Fugate, D Higdon, A Huzurbazar, E Francois, and D McHugh (2012). Methods for Characterizing and Comparing Shock Wave Curves. Technometrics (in review).
- CB Storlie, S Vander Wiel, D Quist, B Anderson, C Hash, N Brown (2012). Stochastic Identification and Clustering of Malware with Dynamic Traces. Annals of Applied Statistics (in review).
- CB Storlie, BJ Reich, JC Helton, LP Swiler and CJ Sallaberry (2012). Analysis of Computationally Demanding Models with Continuous and Categorical Inputs. Reliability Engineering and System Safety (in review).
- B Anderson, D Quist, J Neil, CB Storlie, N Brown, and T Lane (2012). Integrating Multiple Data Sources for Improved Malware Classification. USENIX Security (in review).
- A Nosedal, CB Storlie (2012). Locally Adaptive Smoothing Splines via the Locally Adaptive COmponent Selection and Shrinkage Operator (LACOSSO). Journal of Computational and Graphical Statistics (in review).
- J Neil, CB Storlie, C Hash, A Brugh, and M Fisk (2012). Scan Statistics for the Online Identification of Locally Anomalous Subgraphs. Technometrics (in review).
- CB Storlie, SE Michalak, HM Quinn, AJ DuBois, SA Wender, DH DuBois (2012). A Bayesian Survival Analysis of Neutron Induced Errors in High Performance Computing Hardware. Journal of the American Statistical Association (in review).
- N Sumee, CB Storlie, and R Tarefder (2012). A Study of MEPDG Sensitivity Using Parametric Statistical Techniques.
Journal of Computing in Civil Engineering (in review).
- SE Michalak, AJ DuBois, CB Storlie, HM Quinn, WN Rust, DH DuBois, DG Modl, A Manuzzato, and SP Blanchard (2012). Assessment of the Impact of Cosmic-Ray-Induced Neutrons on Hardware from the Roadrunner Supercomputer. IEEE Transactions on Device and Materials Reliability (in press).
- A Nosedal, CB Storlie, TCM Lee, R Christensen (2012). Reproducing Kernel Hilbert Spaces for Penalized Regression: A tutorial. The American Statistician (in press).
- M O'Brien and CB Storlie (2012). An Alternative Bilateral Refitting Model for Zooarchaeological Assemblages. Journal of Taphonomy (in press).
- N Sumee, CB Storlie, and R Tarefder (2012), A study of MEPDG Sensitivity Using Nonparametric Regression Procedures.
Journal of Computing in Civil Engineering (in review).
- SE Michalak, AJ DuBois, CB Storlie, HM Quinn, WN Rust, DH DuBois, DG Modl, A Manuzzato, and SP Blanchard (2011). Neutron Beam Testing of High Performance Computing Hardware. 2011 IEEE Radiation Effects Data Workshop (REDW), 1-8.
- CB Storlie, J Hannig, and CM Lee (2011). Statistical Consistency of the Data Association Problem in Multiple Target Tracking.. Electronic Journal of Statistics 5,1227-1275.
- BJ Reich, E Kalendra, CB Storlie, HD Bondell, and M Fuentes (2011).
Variable selection for high dimensional Bayesian density estimation: application to human exposure simulation.
Journal of the Royal Statistical Society C (in review).
- B Anderson, D Quist, J Neil, CB Storlie, and T Lane (2011). Graph-Based Malware Detection Using Dynamic Analysis. Journal in Computer Virology. 7 (4), 247-258.
- H Djidjev, G Sandine, CB Storlie, and S Vander Wiel (2011). Graph Based Statistical Analysis of Network Traffic. Ninth Workshop on Mining and Learning with Graphs (MLG 2011).
- CB Storlie, HD Bondell, BJ Reich, and HH Zhang (2011). Surface Estimation,
Variable Selection, and the Nonparametric Oracle Property.
Statistica Sinica 21.
- CB Storlie, HD Bondell, and BJ Reich (2010). A Locally Adaptive Penalty
for Estimation of Functions with Varying Roughness. Journal of Computational and Graphical Statistics 19 (3), 569-589.
- CB Storlie, LP Swiler, JC Helton, and CJ Sallaberry (2009).
Implementation and Evaluation of Nonparametric Regression Procedures for
Sensitivity Analysis of Computationally Demanding Models.
Reliability Engineering and System Safety 94 (11),
1735-1763.
- BJ Reich, CB Storlie, and HD Bondell (2009). Variable Selection in Bayesian Smoothing
Spline ANOVA Models: Application to Deterministic Computer Codes.
Technometrics 51 (2), 110-120.
- CB Storlie, CM Lee, J Hannig, and D Nychka (2009). Tracking of Multiple Merging and Splitting
Targets: A Statistical Perspective (with discussion). Statistica
Sinica 19 (1), 1-52.
- CB Storlie and JC Helton (2007).
Multiple Predictor Smoothing Methods for Sensitivity Analysis:
Description of Techniques.. Reliability Engineering and System
Safety 93 (1), 28-54.
- CB Storlie and JC Helton (2007).
Multiple Predictor Smoothing Methods for Sensitivity Analysis: Example
Results. Reliability Engineering and System Safety 93
(1), 55-77.
- JC Helton, JD Johnson, WL Oberkampf, and CB Storlie (2007). A Sampling-Based Computational Strategy
for the Representation of Epistemic Uncertainty in Model Predictions with
Evidence Theory. Special issue of Computer Methods In Applied
Mechanics and Engineering 196, 3980-3998.
- JC Helton, JD Johnson, CJ Sallaberry, and CB Storlie (2006). Survey of Sampling-Based Methods for Uncertainty
and Sensitivity Analysis. Reliability Engineering and System
Safety, 91, 1175-1209.
- CB Storlie and JC Helton (2005). Multiple Predictor Smoothing Methods for Sensitivity Analysis. Winter Simulation Conference 2005, 231-239.
- CB Storlie, CM Lee, D Nychka, B Whichter, C Davis, J Weiss (2004). Identifying and Tracking Turbulence
Structures. Proceedings of the 38th Asilomar Conference on
Signals, Systems, and Computers, 2, 1700 - 1704.
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