1. Wilson PM, Ramar P, Philpot LM, Soleimani J, Ebbert JO, Storlie CB, Morgan AA, Schaeferle GM, Asai SW, Herasevich V, Pickering BW, Tiong IC, Olson EA, Karow JC, Pinevich Y, Strand J. Effect of an Artificial Intelligence Decision Support Tool on Palliative Care Referral in Hospitalized Patients: A Randomized Clinical Trial. J Pain Symptom Manage. 2023 Jul; 66 (1):24-32 Epub 2023 Feb 24
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  2. Heinzen EP, Wilson PM, Storlie CB, Demuth GO, Asai SW, Schaeferle GM, Bartley MM, Havyer RD. Impact of a machine learning algorithm on time to palliative care in a primary care population: protocol for a stepped-wedge pragmatic randomized trial. BMC Palliat Care. 2023 Feb 3; 22 (1):9 Epub 2023 Feb 03
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  3. Ruan X, Fu S, Storlie CB, Mathis KL, Larson DW, Liu H. Real-time risk prediction of colorectal surgery-related post-surgical complications using GRU-D model. J Biomed Inform. 2022 Nov; 135:104202 Epub 2022 Sept 24
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  4. Pollock BD, Storlie CB, Tande AJ, Sampathkumar P. Real-World Incidence of Breakthrough Coronavirus Disease 2019 Hospitalization After Vaccination vs Natural Infection in a Large, Local, Empaneled Primary Care Population Using Time-to-Event Analysis. Clin Infect Dis. 2022 Sep 30; 75 (7):1239-1241
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  5. Chandra A, Takahashi PY, McCoy RG, Thorsteinsdottir B, Hanson GJ, Chaudhry R, Rahman PA, Storlie CB, Murphree DH Jr. Risk Prediction Model for 6-Month Mortality for Patients Discharged to Skilled Nursing Facilities. J Am Med Dir Assoc. 2022 Aug; 23 (8):1403-1408 Epub 2022 Feb 25
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  6. Fu S, Wen A, Schaeferle GM, Wilson PM, Demuth G, Ruan X, Liu S, Storlie C, Liu H. Assessment of Data Quality Variability across Two EHR Systems through a Case Study of Post-Surgical Complications. AMIA Jt Summits Transl Sci Proc. 2022; 2022:196-205 Epub 2022 May 23
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  7. Murph AC, Storlie CB. Bayesian change point detection for mixed data with missing values. Proceedings - 2022 IEEE 10th International Conference on Healthcare Informatics, ICHI 2022. 2022; 499-501
  8. Wilson PM, Philpot LM, Ramar P, Storlie CB, Strand J, Morgan AA, Asai SW, Ebbert JO, Herasevich VD, Soleimani J, Pickering BW. Improving time to palliative care review with predictive modeling in an inpatient adult population: study protocol for a stepped-wedge, pragmatic randomized controlled trial. Trials. 2021 Sep 16; 22 (1):635 Epub 2021 Sept 16
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  9. Storlie CB, Pollock BD, Rojas RL, Demuth GO, Johnson PW, Wilson PM, Heinzen EP, Liu H, Carter RE, Habermann EB, Kor DJ, Neville MR, Limper AH, Noe KH, Bydon M, Franco PM, Sampathkumar P, Shah ND, Dunlay SM, Dowdy SC. Quantifying the Importance of COVID-19 Vaccination to Our Future Outlook. Mayo Clin Proc. 2021 Jul; 96 (7):1890-1895 Epub 2021 Apr 27
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  10. Murphree DH, Wilson PM, Asai SW, Quest DJ, Lin Y, Mukherjee P, Chhugani N, Strand JJ, Demuth G, Mead D, Wright B, Harrison A, Soleimani J, Herasevich V, Pickering BW, Storlie CB. Improving the delivery of palliative care through predictive modeling and healthcare informatics. J Am Med Inform Assoc. 2021 Jun 12; 28 (6):1065-1073
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  11. Grass F, Storlie CB, Mathis KL, Bergquist JR, Asai S, Boughey JC, Habermann EB, Etzioni DA, Cima RR. Challenges of Modeling Outcomes for Surgical Infections: A Word of Caution. Surg Infect (Larchmt). 2021 Jun; 22 (5):523-531 Epub 2020 Oct 20
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  12. Chandra A, Takahashi PY, McCoy RG, Hanson GJ, Chaudhry R, Storlie CB, Roellinger DL, Rahman PA, Naessens JM. Use of a Computerized Algorithm to Evaluate the Proportion and Causes of Potentially Preventable Readmissions Among Patients Discharged to Skilled Nursing Facilities. J Am Med Dir Assoc. 2021 May; 22 (5):1060-1066 Epub 2020 Nov 24
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  13. Storlie Curtis B., Rojas Ricardo L., Demuth Gabriel O., Pollock Benjamin D., Johnson Patrick W., Wilson Patrick M., Heinzen Ethan P., Liu Hongfang, Carter Rickey E., Dowdy Sean C., Shannon M. Dunlay, Elizabeth B. Habermann, Daryl J. Kor, Matthew R. Neville, Andrew H. Limper, Katherine H. Noe, Mohamad Bydon, Pablo Moreno Franco, Priya Sampathkumar, Nilay D. Shah, Henry H. Ting. A Hierarchical Bayesian Model for Stochastic Spatiotemporal SIR Modeling and Prediction of COVID-19 Cases and Hospitalizations (preprint). 2021.
  14. Pollock BD, Carter RE, Dowdy SC, Dunlay SM, Habermann EB, Kor DJ, Limper AH, Liu H, Franco PM, Neville MR, Noe KH, Poe JD, Sampathkumar P, Storlie CB, Ting HH, Shah ND, Mayo Clinic COVID-19 Predictive Analytics Task Force. Deployment of an Interdisciplinary Predictive Analytics Task Force to Inform Hospital Operational Decision-Making During the COVID-19 Pandemic. Mayo Clin Proc. 2021 Mar; 96 (3):690-698 Epub 2020 Dec 30
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  15. Chen D, Jiang J, Fu S, Demuth G, Liu S, Schaeferle GM, Wilson PM, Habermann E, Larson DW, Storlie C, Liu H. Early Detection of Post-Surgical Complications using Time-series Electronic Health Records. AMIA Jt Summits Transl Sci Proc. 2021; 2021:152-160 Epub 2021 May 17
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  16. Winkel MA, Stallrich JW, Storlie CB, Reich BJ. Sequential optimization in locally important dimensions Technometrics. 2021; 63 (2):236-48
  17. Kurian SJ, Bhatti AUR, Ting HH, Storlie C, Shah N, Bydon M. Utilization of Mobility Data in the Fight Against COVID-19. Mayo Clin Proc Innov Qual Outcomes. 2020 Dec; 4 (6):733-735 Epub 2020 Oct 27
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  18. Kurian SJ, Bhatti AUR, Alvi MA, Ting HH, Storlie C, Wilson PM, Shah ND, Liu H, Bydon M. Correlations Between COVID-19 Cases and Google Trends Data in the United States: A State-by-State Analysis. Mayo Clin Proc. 2020 Nov; 95 (11):2370-2381 Epub 2020 Aug 20
    View PubMed
  19. Warner MA, Hanson AC, Frank RD, Schulte PJ, Go RS, Storlie CB, Kor DJ. Prevalence of and Recovery From Anemia Following Hospitalization for Critical Illness Among Adults. JAMA Netw Open. 2020 Sep 1; 3 (9):e2017843 Epub 2020 Sept 01
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  20. Finney Rutten LJ, Ruddy KJ, Chlan LL, Griffin JM, Herrin J, Leppin AL, Pachman DR, Ridgeway JL, Rahman PA, Storlie CB, Wilson PM, Cheville AL. Pragmatic cluster randomized trial to evaluate effectiveness and implementation of enhanced EHR-facilitated cancer symptom control (E2C2). Trials. 2020 Jun 5; 21 (1):480 Epub 2020 June 05
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  21. Warner MA, Kor DJ, Frank RD, Dinglas VD, Mendez-Tellez P, Dennison Himmelfarb CR, Shanholtz CB, Storlie CB, Needham DM. Anemia in Critically Ill Patients With Acute Respiratory Distress Syndrome and Posthospitalization Physical Outcomes. J Intensive Care Med. 2020 Mar 24; 885066620913262 [Epub ahead of print]
    View PubMed
  22. Bartley MM, Rahman PA, Storlie CB, Takahashi PY, Chandra A. Associations of Skilled Nursing Facility Quality Ratings With 30-Day Rehospitalizations and Emergency Department Visits. Ann Longterm Care. 2020 Mar; 28 (1):e11-e17 Epub 2019 Dec 06
    View PubMed
  23. Helder MRK, Schaff HV, Day CN, Pochettino A, Bagameri G, Greason KL, Lansman SL, Girardi LN, Storlie CB, Habermann EB. Regional and Temporal Trends in the Outcomes of Repairs for Acute Type A Aortic Dissections. Ann Thorac Surg. 2020 Jan; 109 (1):26-33 Epub 2019 Aug 07
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  24. Marcy PW, Vander Wiel SA, Storlie CB, Livescu V, Bronkhorst CA. Modeling material stress using integrated Gaussian Markov random fields. J Appl Stat. 2020; 47 (9):1616-1636 Epub 2019 Nov 08
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  25. Bartley MM, Rahman PA, Storlie CB, Takahashi PY, Chandra A. Associations of snf quality ratings with 30-day rehospitalizations and ed visits Annals of Long Term Care. 2020; 28 (1):e11-7
  26. Goyal A, Ngufor C, Kerezoudis P, McCutcheon B, Storlie C, Bydon M. Can machine learning algorithms accurately predict discharge to nonhome facility and early unplanned readmissions following spinal fusion? Analysis of a national surgical registry. J Neurosurg Spine. 2019 Jun 7; 1-11 Epub 2019 June 07
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  27. Williams JP, Storlie CB, Therneau TM, Jack Jr CR, Hannig J. A Bayesian Approach to Multi-State Hidden Markov Models: Application to Dementia Progression Journal of the American Statistical Association. 2019; 1-21.
  28. Curtis B Storlie, Terry M Therneau, Rickey E Carter, Nicholas Chia, John R Bergquist, Jeanne M Huddleston, Santiago Romero-Brufau. Prediction and inference with missing data in patient alert systems Journal of the American Statistical Association. 2019; 1-47.
  29. Chandra A, Rahman PA, Sneve A, McCoy RG, Thorsteinsdottir B, Chaudhry R, Storlie CB, Murphree DH Jr, Hanson GJ, Takahashi PY. Risk of 30-Day Hospital Readmission Among Patients Discharged to Skilled Nursing Facilities: Development and Validation of a Risk-Prediction Model. J Am Med Dir Assoc. 2019 Apr; 20 (4):444-450.e2 Epub 2019 Mar 07
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  30. Myers SM, Voigt RG, Colligan RC, Weaver AL, Storlie CB, Stoeckel RE, Port JD, Katusic SK. Autism Spectrum Disorder: Incidence and Time Trends Over Two Decades in a Population-Based Birth Cohort. J Autism Dev Disord. 2019 Apr; 49 (4):1455-1474
    View PubMed
  31. Chen D, Liu S, Kingsbury P, Sohn S, Storlie CB, Habermann EB, Naessens JM, Larson DW, Liu H. Deep learning and alternative learning strategies for retrospective real-world clinical data. NPJ Digit Med. 2019; 2:43 Epub 2019 May 30
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  32. Blair CK, Wiggins CL, Nibbe AM, Storlie CB, Prossnitz ER, Royce M, Lomo LC, Hill DA. Obesity and survival among a cohort of breast cancer patients is partially mediated by tumor characteristics. NPJ Breast Cancer. 2019; 5:33 Epub 2019 Oct 02
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  33. Murphree DH, Arabmakki E, Ngufor C, Storlie CB, McCoy RG. Stacked classifiers for individualized prediction of glycemic control following initiation of metformin therapy in type 2 diabetes. Comput Biol Med. 2018 Dec 1; 103:109-115 Epub 2018 Oct 16
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  34. Thompson KM, Swanson KM, Cox DL, Kirchner RB, Russell JJ, Wermers RA, Storlie CB, Johnson MG, Naessens JM. Implementation of Bar-Code Medication Administration to Reduce Patient Harm. Mayo Clin Proc Innov Qual Outcomes. 2018 Dec; 2 (4):342-351 Epub 2018 Nov 26
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  35. Das D, Pasupathy KS, Storlie CB, Sir MY. Functional regression-based monitoring of quality of service in hospital emergency departments IISE Transactions. 2018.
  36. Storlie CB, Branda ME, Gionfriddo MR, Shah ND, Rank MA. Prediction of individual outcomes for asthma sufferers. Biostatistics. 2018 Oct 1; 19 (4):579-593
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  37. Hyder JA, Hanson KT, Storlie CB, Madde NR, Brown MJ, Kor DJ, Potter DD, Cima RR, Habermann EB. Assessing the Safety of Overlapping Surgery at a Children's Hospital. Ann Surg 2018 Aug; 268 (2):e24-e27
    View PubMed
  38. Michalak SE, Bonnie AM, Montoya AJ, Storlie CB, Rust WN, Ticknor LO, Davey LA, Moxley III TE, Reich BJ. A Temperature Monitoring Infrastructure and Process for Improving Data Center Energy Efficiency with Results for a High Performance Computing Data Center Analytic Methods in Systems and Software Testing. 2018.
  39. Murphree DH, Quest DJ, Allen RM, Ngufor C, Storlie CB. Deploying Predictive Models In A Healthcare Environment - An Open Source Approach. Conf Proc IEEE Eng Med Biol Soc. 2018 Jul; 2018:6112-6116
    View PubMed
  40. Storlie CB, Myers SM, Katusic SK, Weaver AL, Voigt RG, Croarkin PE, Stoeckel RE, Port JD. Clustering and variable selection in the presence of mixed variable types and missing data. Stat Med. 2018 May 17 [Epub ahead of print]
    View PubMed
  41. Hyder JA, Hanson KT, Storlie CB, Glasgow A, Madde NR, Brown MJ, Kor DJ, Cima RR, Habermann EB. Safety of Overlapping Surgery at a High-volume Referral Center. Ann Surg 2018 May; 267 (5):e91-e92
    View PubMed
  42. Winkel MA, Stallings JW, Storlie CB, Reich BJ. Sequential Optimization in Locally Important Dimensions arXiv preprint arXiv: 1804.10671. 2018.
  43. Pollock BE, Link MJ, Branda ME, Storlie CB. Incidence and Management of Late Adverse Radiation Effects After Arteriovenous Malformation Radiosurgery. Neurosurgery. 2017 Dec 1; 81 (6):928-934
    View PubMed
  44. Bergquist JR, Murphy BL, Storlie CB, Habermann EB, Boughey JC. Incorporation of Treatment Response, Tumor Grade and Receptor Status Improves Staging Quality in Breast Cancer Patients Treated with Neoadjuvant Chemotherapy. Ann Surg Oncol. 2017 Nov; 24 (12):3510-3517 Epub 2017 Aug 21
    View PubMed
  45. Bergquist JR, Shubert CR, Storlie CB, Habermann EB, Truty MJ. Patient Selection for Neoadjuvant Therapy in Early-Stage Pancreatic Cancer. J Clin Oncol 2017 May 10; 35 (14):1622-1623 Epub 2017 Jan 30
    View PubMed
  46. Hyder JA, Hanson KT, Storlie CB, Glasgow A, Madde NR, Brown MJ, Kor DJ, Cima RR, Habermann EB. Safety of Overlapping Surgery at a High-volume Referral Center. Ann Surg. 2017 Apr; 265 (4):639-644
    View PubMed
  47. Murphree DH, Kinard TN, Khera N, Storlie CB, Ngufor C, Upadhyaya S, Pathak J, Fortune E, Jacob EK, Carter RE, Poterack KA, Kor DJ. Measuring the impact of ambulatory red blood cell transfusion on home functional status: study protocol for a pilot randomized controlled trial. Trials. 2017 Mar 31; 18 (1):153
    View PubMed
  48. Pollock BE, Storlie CB, Link MJ, Stafford SL, Garces YI, Foote RL. Comparative analysis of arteriovenous malformation grading scales in predicting outcomes after stereotactic radiosurgery. J Neurosurg. 2017 Mar; 126 (3):852-858 Epub 2016 Apr 08
    View PubMed
  49. Wong RKW, Storlie CB, Lee TCM. A frequentist approach to computer model calibration. Journal of the Royal Statistical Society B.2016;79:(2):635-648.
  50. Carter RE, McKie PM, Storlie CB. The Fragility Index: a P-value in sheep's clothing? Eur Heart J 2017 Feb 1; 38 (5):346-348
    View PubMed
  51. Storlie CB, Reich BJ, Rust WN, Ticknor LO, Bonnie AM, Montoya AJ, Michalak SE. Spatiotemporal modeling of node temperatures in supercomputers. Journal of the American Statistical Association.2017;112:(517):92-108.
  52. Ngufor C, Warner MA, Murphree DH, Liu H, Carter R, Storlie CB, Kor DJ. Identification of Clinically Meaningful Plasma Transfusion Subgroups Using Unsupervised Random Forest Clustering. AMIA Annu Symp Proc. 2017; 2017:1332-1341 Epub 2018 Apr 16
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  53. Bhat KS, Melbane DS, Storlie CB, Mahapatra. Upscaling uncertainty with dynamic discrepancy for a multi-scale carbon capture system. Journal of the American Statistical Association.2017 (in press);
  54. Sexton JA, Storlie CB, Anderson B. Subroutine based detection of APT malware. Journal of Computer Virology and Hacking Techniques.2016;12:(4):225-233.
  55. Bergquist JR, Ivanics T, Storlie CB, Groeschl RT, Tee MC, Habermann EB, Smoot RL, Kendrick ML, Farnell MB, Roberts LR, Gores GJ, Nagorney DM, Truty MJ. Implications of CA19-9 elevation for survival, staging, and treatment sequencing in intrahepatic cholangiocarcinoma: A national cohort analysis. J Surg Oncol. 2016 Sep; 114 (4):475-82 Epub 2016 July 20
    View PubMed
  56. Pakin S, Storlie CB, Lang M, Fields III RE, Romero EE, Idler C, Michalak S, Greenberg H, Loncaric J, Rheinheimer R, Grider G, Wendelberger J. Power usage of production supercomputers and production workloads. Concurrency and Computation: Practice and Experience.2016;28:(2):274-290.
  57. Lai C, Xu ZJ, Pan WX, Sun X, Storlie CB, Dietiker J, Li TW, Spenik J. Hierarchical calibration and validation of computational fluid dynamics models for solid sorbent-based carbon capture. Powder Technology.2016;288:388-406.
  58. Sexton JA, Storlie CB, Neil J. Attack chain detection. Statistical Analysis and Data Minning. 2015; 8(5):353-63.
  59. Miller DC, Sun X, Storlie CB, Bhattacharyya D. Using advanced modeling to accelerate the scale-up of carbon capture technologies. Power Engineering.2015;119:(6):30-34.
  60. Kao Y, Reich BJ, Storlie CB, Anderson B. Malware detection using nonparametric Bayesian clustering and classification techniques. Technometrics. 2015; 57(4):535-546.
  61. Storlie CB, Lane WA, Ryan EM, Gattiker JR, Higdon DM. Calibration of computational models with categorical parameters and correlated outputs via Bayesian smoothing spline ANOVA. Journal of the American Statistical Association. 2015; 110(509):68-82.
  62. Anderson B, Storlie CB, Yates M, McPhall A. Automating reverse engineering with machine learning techniques. Proceedings of the 7th ACM workshop on Security and artificial intelligence.2014;103-114.
  63. Storlie CB, Anderson B, Vander Wiel S, Quist D, Hash C, Brown N. Stochastic identification of malware with dynamic traces Annals of Applied Statistics. 2014; 8(1): 1-18.
  64. Swiler LP, Hough PD, Qian P, Xu X, Storlie CB, Lee H. Surrogate models for mixed discrete - continuous variables. Constraint Programming and Decision Making: Studies in computational Intelligence. 2014;539:181-202.
  65. Miller DC, Syamlal M, Mebane D, Storlie CB, Bhattacharyya D, Sahinidis N, Agarwal, Tong C, Zitney S, Sarkar A, Sun X, Sundaresan S, Ryan E, Engel D, Dale C. Carbon capture simulation initiative: A case study in multi-scale modeling and new challenges. Annual Review of Chemical and Bimolecular Engineering. 2014; 5 (1): 301-323.
  66. Storlie CB, Michalak SE, Quinn HM, DuBois AJ, Wender SA, DuBois DH. A Bayesian Reliability Analysis of Neutron-Induced Errors in High Performance Computing Hardware. Journal of the American Statistical Association. 2013; 108(502):429-40.
  67. Mebane DS, Kress JD, Storlie CB, Fauth DJ, Gray ML. Transport, Zwitterions and the role of water for CO2 Adsorption in mesoporous silica-supported amine sorbents. Journal of Physical Chemistry C. 2013; (50):26617-26627.
  68. Lane WA, Storlie CB, Montgomery C, Ryan EM. Numerical modeling and uncertainty quantification of a bubbling fluidized bed with immersed horizontal tubes. Powder Technology. 2013; (253):733-43.
  69. Neil J, Hash C, Brugh A, Fisk M, Storlie CB. Scan statistics for the online detection of locally anomalous subgraphs. Technometrics. 2013; 55(4):403-14.
  70. Storlie CB, Fugate M, Higdon D, Huzurbazar A, Francois E, McHugh D. Methods for characterizing and comparing populations of shock wave curves. Technometrics. 2013; 55(4):436-49.
  71. Sexton J, Storlie CB, Neil J, Kent A. Intruder detection based on graph structured hypothesis testing. Proceedings of the 6th International Symposium on Resilient Control Systems 86-91. 2013.
  72. Neil J, Uphoff B, Storlie CB, Hash C. Towards improved detection of attackers in computer networks: New edges, fast updating, and host agents. Proceedings of the 6th International Symposium on Resilient Control Systems. 2013:218-24.
  73. Storlie CB, Reich BJ, Helton JC, Swiler LP, Salaberry CJ. Analysis of computationally demanding models with continuous and categorical inputs. Reliability Engineering and System Safety. 2013; 113:30-41.
  74. Anderson B, Storlie CB, Lane T. Multiple kernel learning clustering with an application to malware. International Conference on Data Mining.2012;804-809.
  75. Anderson B, Storlie CB, Lane T. Improving malware classification: Bridging the static/dynamic gap. Proceedings of the 5th ACM workshop on Security and artificial intelligence.2012;3-14.
  76. Michalak SE, DuBois AJ, Storlie CB, Quinn HM, Rust WN, DuBois DH, Modl DG, Manuzato A, Blanchard SP. Assessment of the impact of cosmic-ray-induced neutrons on hardware from the roadrunner supercomputer. IEEE Transactions on Device and Materials Reliability.2012;12:(2):445-454.
  77. Tarefder R, Sumee N, Storlie CB. A study of MEPDG sensitivity using nonparametric regression procedures. ASCE Journal of Computing in Civil Engineering. 2012.
  78. Nosedal A, Storlie CB, Lee TCM, Christensen R. Reproducing kernel Hilbert spaces for penalized regression: A tutorial. The American Statistician. 2012; 66(1):50-60.
  79. Djidjev H, Sandine G, Storlie CB, Vander Wiel S. Graph based statistical analysis of network traffic. Ninth Workshop on Mining and Learning with Graphs(MLG 2011).2011;
  80. Michalak SE, DuBois AJ, Storlie CB, Quinn HM, Rust WN, DuBois DH, Modl DG, Manuzzato A, Blanchard SP. Neutron beam testing of high performance computing hardware. Radiation Effects Data Workshop (REDW).2011;1-8.
  81. O'Brien M, Storlie CB. An alternative bilateral refitting model for zooarchaeological assemblages. Journal of Taphonomy. 2011; 9(4):245-68.
  82. Storlie CB, Hannig J, Lee TCM. Statistical consistency of the data association problem in multiple target tracking. Electronic Journal of Statistics. 2011; 5:1227-75.
  83. Reich BJ, Kalendra E, Storlie CB, Bondell HD, Fuentes M. Variable selection for Bayesian density estimation: Application to human exposure simulation. Journal of the Royal Statistician Society C. 2011; 61(1):47-66.
  84. Anderson B, Quist D, Neil J, Storlie CB, Lane T. Graph-based malware detection using dynamic analysis. Journal in Computer Virology. 2011; 7(4):247-58.
  85. Storlie CB, Bondell HD, Reich BJ, Zhang HH. Surface estimation, variable selection and the nonparametric oracle property. Statistica Sinica. 2011; 21(2):679-705.
  86. Michalak SE, DuBois AJ, Storlie CB, Rust WN, DuBois DH, Modl DG, Quinn HM, Manuzzato A, Blanchard SP. Neutron beam testing of triblades. Errors in Logic-System Effects (SELSE).2011;1-6.
  87. Storlie CB, Bondell HD, Reich BJ. A locally adaptive penalty for estimation of functions with varying roughness. Journal of Computational and Graphical Statistics. 2010; 19(3):569-89.
  88. Storlie CB, Swiler LP, Helton JC, Sallaberry CJ. Implementation and evaluation of nonparametric regression procedures for sensitivity analysis of computationally demanding models. Reliability Engineering and System Safety. 2009; 94(11):1735-63.
  89. Reich BJ, Storlie CB, Bondell HD. Variable selection in Bayesian smoothing Spline ANOVA models: Application to deterministic computer codes. Technometrics. 2009; 51(2):110-120.
  90. Storlie CB, Lee TCM, Hannig J, Nychka D. Response-tracking of multiple merging and splitting targets: A statistical perspective. Statistica Sinica.2009;19:(1):46-52.
  91. Storlie CB, Lee TCM, Hannig J, Nychka D. Tracking of multiple merging and splitting targets: A statistical perspective(with discussion). Statistica Sinica. 2009; 19(1):1-31.
  92. Storlie CB, Helton JC. Multiple predictor smoothing methods for sensitivity analysis: Description of techniques. Reliability Engineering and System Safety.2007;93:(1):28-54.
  93. Storlie CB, Helton JC. Multiple predictor smoothing methods for sensitivity analysis: Example results. Reliability Engineering and System Safety.2007;93:(1):55-77.
  94. Helton JC, Johnson JD, Oberkampf WL, Storlie CB. 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.2007;196:(37-40):3980-98.
  95. Helton JC, Johnson JD, Sallaberry CJ, Storlie CB. Survey of sampling-based methods for uncertainty and sensitivity analysis. Reliability Engineering and System Safety.2006;91:(10-11):1175-1209.
  96. Storlie CB, Helton JC. Multiple predictor smoothing methods for sensitivity analysis. Winter Simulation Conference.2005;231-9.
  97. Storlie CB, Lee TCM, Nychka D, Whichter B, Davis C, Weiss J. Identifying and tracking turbulence structures. 38th Asilomar Conference on Signals Systems, and Computers.2004;2:1700-04.