Curtis B. Storlie

29 papers A* 1Misc 2Journal 20Unranked 5
YearRankTypeTitle / Venue / Authors
2022 — conf
A Novel Joint Longitudinal Model for Predicting Post-ICU Anemia.
ICHI
Gabriel Demuth, Curtis B. Storlie
2022 — conf
Bayesian Change Point Detection for Mixed Data with Missing Values.
ICHI
Alexander C. Murph, Curtis B. Storlie
2022 J jnl
Real-time risk prediction of colorectal surgery-related post-surgical complications using GRU-D model.
J. Biomed. Informatics
Xiaoyang Ruan, Sunyang Fu, Curtis B. Storlie, Kellie L. Mathis, David W. Larson, Hongfang Liu
2021 J jnl
Improving the delivery of palliative care through predictive modeling and healthcare informatics.
J. Am. Medical Informatics Assoc.
Dennis H. Murphree, Patrick M. Wilson, Shusaku W. Asai, Daniel J. Quest, Yaxiong Lin, Piyush Mukherjee, Nirmal Chhugani, Jacob J. Strand, Gabriel Demuth, David Mead, Brian Wright, Andrew M. Harrison, Jalal Soleimani, Vitaly Herasevich, Brian W. Pickering, Curtis B. Storlie
2021 J jnl
Sequential Optimization in Locally Important Dimensions.
Technometrics
Munir A. Winkel, Jonathan W. Stallrich, Curtis B. Storlie, Brian J. Reich
2019 J jnl
Deep learning and alternative learning strategies for retrospective real-world clinical data.
npj Digit. Medicine
David Chen, Sijia Liu, Paul R. Kingsbury, Sunghwan Sohn, Curtis B. Storlie, Elizabeth B. Habermann, James M. Naessens, David W. Larson, Hongfang Liu
2019 J jnl
Functional regression-based monitoring of quality of service in hospital emergency departments.
IISE Trans.
Devashish Das, Kalyan S. Pasupathy, Curtis B. Storlie, Mustafa Y. Sir
2018 — conf
Deploying Predictive Models In A Healthcare Environment - An Open Source Approach.
EMBC
Dennis H. Murphree, Daniel J. Quest, Ryan M. Allen, Che Ngufor, Curtis B. Storlie
2018 J jnl
Stacked classifiers for individualized prediction of glycemic control following initiation of metformin therapy in type 2 diabetes.
Comput. Biol. Medicine
Dennis H. Murphree, Elaheh Arabmakki, Che Ngufor, Curtis B. Storlie, Rozalina G. McCoy
2017 Misc conf
Identification of Clinically Meaningful Plasma Transfusion Subgroups Using Unsupervised Random Forest Clustering.
AMIA
Che Ngufor, Matthew A. Warner, Dennis Murphree, Hongfang Liu, Rickey E. Carter, Curtis B. Storlie, Daryl J. Kor
2016 J jnl
Power usage of production supercomputers and production workloads.
Concurr. Comput. Pract. Exp.
Scott Pakin, Curtis B. Storlie, Michael Lang, Robert E. Fields, Eloy E. Romero Jr., Craig Idler, Sarah Michalak, Hugh Greenberg, Josip Loncaric, Randal Rheinheimer, Gary Grider, Joanne Wendelberger
2016 J jnl
Subroutine based detection of APT malware.
J. Comput. Virol. Hacking Tech.
Joseph Sexton, Curtis B. Storlie, Blake Anderson
2015 J jnl
Attack chain detection.
Stat. Anal. Data Min.
Joseph Sexton, Curtis B. Storlie, Joshua Neil
2015 J jnl
Malware Detection Using Nonparametric Bayesian Clustering and Classification Techniques.
Technometrics
Yimin Kao, Brian J. Reich, Curtis B. Storlie, Blake Anderson
2014 — conf
Automating Reverse Engineering with Machine Learning Techniques.
AISec@CCS
Blake Anderson, Curtis B. Storlie, Micah Yates, Aaron McPhall
2014 J jnl
Study of MEPDG Sensitivity Using Nonparametric Regression Procedures.
J. Comput. Civ. Eng.
Rafiqul A. Tarefder, Nasrin Sumee, Curtis B. Storlie
2014 — ch.
Surrogate Models for Mixed Discrete-Continuous Variables.
Constraint Programming and Decision Making
Laura Painton Swiler, Patricia D. Hough, Peter Z. G. Qian, Xu Xu, Curtis B. Storlie, Herbert Lee
2013 J jnl
Analysis of computationally demanding models with continuous and categorical inputs.
Reliab. Eng. Syst. Saf.
Curtis B. Storlie, Brian J. Reich, Jon C. Helton, Laura Painton Swiler, Cédric J. Sallaberry
2013 J jnl
Methods for Characterizing and Comparing Populations of Shock Wave Curves.
Technometrics
Curtis B. Storlie, Michael Fugate, David M. Higdon, Aparna V. Huzurbazar, Elizabeth G. Francois, Douglas C. McHugh
2013 J jnl
Scan Statistics for the Online Detection of Locally Anomalous Subgraphs.
Technometrics
Joshua Neil, Curtis L. Hash Jr., Alexander Brugh, Mike Fisk, Curtis B. Storlie
2012 — conf
Improving malware classification: bridging the static/dynamic gap.
AISec
Blake Anderson, Curtis B. Storlie, Terran Lane
2012 A* conf
Multiple Kernel Learning Clustering with an Application to Malware.
ICDM
Blake Anderson, Curtis B. Storlie, Terran Lane
2011 J jnl
Graph-based malware detection using dynamic analysis.
J. Comput. Virol.
Blake Anderson, Daniel Quist, Joshua Neil, Curtis B. Storlie, Terran Lane
2009 J jnl
Implementation and evaluation of nonparametric regression procedures for sensitivity analysis of computationally demanding models.
Reliab. Eng. Syst. Saf.
Curtis B. Storlie, Laura Painton Swiler, Jon C. Helton, Cédric J. Sallaberry
2009 J jnl
Variable Selection in Bayesian Smoothing Spline ANOVA Models: Application to Deterministic Computer Codes.
Technometrics
Brian J. Reich, Curtis B. Storlie, Howard D. Bondell
2008 J jnl
Multiple predictor smoothing methods for sensitivity analysis: Description of techniques.
Reliab. Eng. Syst. Saf.
Curtis B. Storlie, Jon C. Helton
2008 J jnl
Multiple predictor smoothing methods for sensitivity analysis: Example results.
Reliab. Eng. Syst. Saf.
Curtis B. Storlie, Jon C. Helton
2006 J jnl
Survey of sampling-based methods for uncertainty and sensitivity analysis.
Reliab. Eng. Syst. Saf.
Jon C. Helton, Jay D. Johnson, Cédric J. Sallaberry, Curtis B. Storlie
2005 Misc conf
Multiple predictor smoothing methods for sensitivity analysis.
WSC
Curtis B. Storlie, Jon C. Helton