Research output

Research output per year 2004 2013 2014 2017 2018 2019 2020 2021 2022 2023

• 75 Article
• 11 Conference contribution
• 3 Letter
• 2 Review article
• 3 More
  • 1 Chapter
  • 1 Comment/debate
  • 1 Conference article

Research output per year

Research output per year

Search results

• 2022

  A Novel Joint Longitudinal Model for Predicting Post-ICU Anemia

  Demuth, G. & Storlie, C., 2022, Proceedings - 2022 IEEE 10th International Conference on Healthcare Informatics, ICHI 2022. Institute of Electrical and Electronics Engineers Inc., p. 489-491 3 p. (Proceedings - 2022 IEEE 10th International Conference on Healthcare Informatics, ICHI 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Anemia 100%
  • Intensive Care Unit 88%
  • Hemoglobin 87%
  • Intensive care units 82%
  • Intensive Care Units 51%

• Bayesian Change Point Detection for Mixed Data with Missing Values

  Murph, A. C. & Storlie, C. B., 2022, Proceedings - 2022 IEEE 10th International Conference on Healthcare Informatics, ICHI 2022. Institute of Electrical and Electronics Engineers Inc., p. 499-501 3 p. (Proceedings - 2022 IEEE 10th International Conference on Healthcare Informatics, ICHI 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Missing Values 100%
  • Change Point 92%
  • Longitudinal Data 21%
  • Monitoring 20%
  • Graphical Models 19%
• 2014

  Automating reverse engineering with machine learning techniques

  Anderson, B., Storlie, C., Yates, M. & McPhall, A., Nov 7 2014, AISec 2014 - Proceedings of the 2014 ACM Artificial Intelligent and Security Workshop, Co-located with CCS 2014. November ed. Association for Computing Machinery, p. 103-112 10 p. (Proceedings of the ACM Conference on Computer and Communications Security; vol. 2014-November, no. November).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Reverse engineering 100%
  • Malware 95%
  • Subroutines 78%
  • Machine learning 64%
  • Engineers 24%
  5 Scopus citations

• Surrogate models for mixed discrete-continuous variables

  Swiler, L. P., Hough, P. D., Qian, P., Xu, X., Storlie, C. & Lee, H., 2014, Constraint Programming and Decision Making. Springer Verlag, p. 181-202 22 p. (Studies in Computational Intelligence; vol. 539).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Physics 100%
  • Uncertainty 72%
  22 Scopus citations
• 2013

  Intruder detection based on graph structured hypothesis testing

  Sexton, J., Storlie, C., Neil, J. & Kent, A., 2013, Proceedings - 2013 6th International Symposium on Resilient Control Systems, ISRCS 2013. IEEE Computer Society, p. 86-91 6 p. 6623756. (Proceedings - 2013 6th International Symposium on Resilient Control Systems, ISRCS 2013).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Detectors 100%
  • Anomaly detection 66%
  • Testing 66%
  2 Scopus citations

• Modeling and validation of a large scale, multiphase carbon capture system

  Lane, W. A., Storlie, C., Montgomery, C. & Ryan, E. M., 2013, ASME 2013 Fluids Engineering Division Summer Meeting, FEDSM 2013. V002T06A006. (American Society of Mechanical Engineers, Fluids Engineering Division (Publication) FEDSM; vol. 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Carbon capture 100%
  • Fluidized beds 33%
  • Void fraction 20%
  • Uncertainty 20%
  • Uncertainty analysis 19%
  1 Scopus citations

• Towards improved detection of attackers in computer networks: New edges, fast updating, and host agents

  Neil, J., Uphoff, B., Hash, C. & Storlie, C., 2013, Proceedings - 2013 6th International Symposium on Resilient Control Systems, ISRCS 2013. IEEE Computer Society, p. 218-224 7 p. 6623779. (Proceedings - 2013 6th International Symposium on Resilient Control Systems, ISRCS 2013).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Anomaly detection 100%
  • Computer networks 98%
  • Stochastic models 35%
  • Time series 27%
  • Communication 16%
  5 Scopus citations
• 2012

  Improving malware classification: Bridging the static/dynamic gap

  Anderson, B., Storlie, C. & Lane, T., 2012, AISec'12 - Proceedings of the ACM Workshop on Security and Artificial Intelligence. p. 3-14 12 p. (Proceedings of the ACM Conference on Computer and Communications Security).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Malware 100%
  • Learning algorithms 18%
  • Support vector machines 18%
  • Machine learning 16%
  • Classifiers 16%
  71 Scopus citations

• Multiple kernel learning clustering with an application to malware

  Anderson, B., Storlie, C. & Lane, T., 2012, Proceedings - 12th IEEE International Conference on Data Mining, ICDM 2012. p. 804-809 6 p. 6413849. (Proceedings - IEEE International Conference on Data Mining, ICDM).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Malware 100%
  • Learning algorithms 37%
  10 Scopus citations
• 2011

  Neutron beam testing of high performance computing hardware

  Michalak, S. E., DuBois, A. J., Storlie, C. B., Quinn, H. M., Rust, W. N., DuBois, D. H., Modl, D. G., Manuzzato, A. & Blanchard, S. P., 2011, 2011 IEEE Radiation Effects Data Workshop, REDW 2011 - Held in Conjunction with the IEEE Nuclear and Space Radiation Effects Conference, NSREC 2011, Proceedings. p. 169-176 8 p. 6062525. (IEEE Radiation Effects Data Workshop).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Neutron beams 100%
  • microprocessors 68%
  • neutron beams 64%
  • hardware 53%
  • Microprocessor chips 50%
  5 Scopus citations
• 2005

  Multiple predictor smoothing methods for sensitivity analysis

  Storlie, C. B. & Helton, J. C., 2005, Proceedings of the 2005 Winter Simulation Conference. p. 231-239 9 p. 1574256. (Proceedings - Winter Simulation Conference; vol. 2005).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Smoothing Methods 100%
  • Sensitivity Analysis 81%
  • Predictors 72%
  • Sensitivity analysis 69%
  • Nonparametric Regression 41%
  2 Scopus citations