Curtis Storlie
Curtis Storlie
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Survey of sampling-based methods for uncertainty and sensitivity analysis
JC Helton, JD Johnson, CJ Sallaberry, CB Storlie
Reliability Engineering & System Safety 91 (10), 1175-1209, 2006
Implementation and evaluation of nonparametric regression procedures for sensitivity analysis of computationally demanding models
CB Storlie, LP Swiler, JC Helton, CJ Sallaberry
Reliability Engineering & System Safety 94 (11), 1735-1763, 2009
Graph-based malware detection using dynamic analysis
B Anderson, D Quist, J Neil, C Storlie, T Lane
Journal in computer Virology 7 (4), 247-258, 2011
Multiple predictor smoothing methods for sensitivity analysis: Description of techniques
CB Storlie, JC Helton
Reliability Engineering & System Safety 93 (1), 28-54, 2008
A sampling-based computational strategy for the representation of epistemic uncertainty in model predictions with evidence theory
JC Helton, JD Johnson, WL Oberkampf, CB Storlie
Computer Methods in Applied Mechanics and Engineering 196 (37-40), 3980-3998, 2007
Improving malware classification: bridging the static/dynamic gap
B Anderson, C Storlie, T Lane
Proceedings of the 5th ACM workshop on Security and artificial intelligence …, 2012
Scan statistics for the online detection of locally anomalous subgraphs
J Neil, C Hash, A Brugh, M Fisk, CB Storlie
Technometrics 55 (4), 403-414, 2013
Surface estimation, variable selection, and the nonparametric oracle property
CB Storlie, HD Bondell, BJ Reich, HH Zhang
Statistica Sinica 21 (2), 679, 2011
Integrating multiple data sources for malware classification
BH Anderson, CB Storlie, T Lane
US Patent 9,021,589, 2015
Deep learning and alternative learning strategies for retrospective real-world clinical data
D Chen, S Liu, P Kingsbury, S Sohn, CB Storlie, EB Habermann, ...
NPJ digital medicine 2 (1), 1-5, 2019
Variable selection in Bayesian smoothing spline ANOVA models: Application to deterministic computer codes
BJ Reich, CB Storlie, HD Bondell
Technometrics 51 (2), 110-120, 2009
The Fragility Index: a P-value in sheep’s clothing?
RE Carter, PM McKie, CB Storlie
European Heart Journal 38 (5), 346-348, 2017
Carbon capture simulation initiative: a case study in multiscale modeling and new challenges
DC Miller, M Syamlal, DS Mebane, C Storlie, D Bhattacharyya, ...
Annual review of chemical and biomolecular engineering 5, 301-323, 2014
A frequentist approach to computer model calibration
RKW Wong, CB Storlie, TCM Lee
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2017
Transport, Zwitterions, and the Role of Water for CO2 Adsorption in Mesoporous Silica-Supported Amine Sorbents
DS Mebane, JD Kress, CB Storlie, DJ Fauth, MML Gray, K Li
The Journal of Physical Chemistry C 117 (50), 26617-26627, 2013
Safety of overlapping surgery at a high-volume referral center
JA Hyder, KT Hanson, CB Storlie, A Glasgow, NR Madde, MJ Brown, ...
Annals of Surgery 265 (4), 639-644, 2017
Implications of CA19‐9 elevation for survival, staging, and treatment sequencing in intrahepatic cholangiocarcinoma: a national cohort analysis
JR Bergquist, T Ivanics, CB Storlie, RT Groeschl, MC Tee, EB Habermann, ...
Journal of surgical oncology 114 (4), 475-482, 2016
Surrogate models for mixed discrete-continuous variables
LP Swiler, PD Hough, P Qian, X Xu, C Storlie, H Lee
Constraint Programming and Decision Making, 181-202, 2014
Calibration of computational models with categorical parameters and correlated outputs via Bayesian smoothing spline ANOVA
CB Storlie, WA Lane, EM Ryan, JR Gattiker, DM Higdon
Journal of the American Statistical Association 110 (509), 68-82, 2015
Correlations between COVID-19 cases and Google Trends data in the United States: a state-by-state analysis
SJ Kurian, MA Alvi, HH Ting, C Storlie, PM Wilson, ND Shah, H Liu, ...
Mayo clinic proceedings 95 (11), 2370-2381, 2020
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