Publications

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In Press
[xiong2016sensus] Xiong, H., Y. Huang, L. Barnes, and M. Gerber, "Sensus: A Cross-Platform, General-Purpose System for Mobile Crowdsensing in Human-Subject Studies", ACM International Joint Conference on Pervasive and Ubiquitous Computing, Heidelberg, Germany, ACM, In Press.
2015
[abelt2015predicting] Abelt, J., D. Browning, C. Dyer, M. Haines, J. Ross, P. Still, and M. Gerber, "Predicting Likelihood of Enrollment Among Applicants to the UVa Undergraduate Program", 2015 IEEE Systems and Information Engineering Design Symposium, 2015.
2014
[zhang2014rsm] Zhang, Y., and D. Brown, "Simulation Optimization of Police Patrol Districting Plans Using Response Surfaces", SIMULATION: Transactions of The Society for Modeling and Simulation International, vol. 90, issue 6, pp. 687 - 705, 06/2014.
[zhang2014simulation] Zhang, Y., and D. Brown, "Simulation Optimization of Police Patrol District Design Using an Adjusted Simulated Annealing Approach", 2014 Spring Simulation Multi-Conference, Symposium on Theory of Modeling & Simulation - DEVS Integrative M&S Symposium, Tampa, Florida, Curran Associates, 04/2014.  Download: zhang2013sa.pdf (2.23 MB)
[hergenroeder2014automated] Hergenroeder, K., T. Carroll, A. Chen, C. Iurillo, P. Kim, Z. Terner, M. Gerber, and D. Brown, "Automated prediction of adverse post-surgical outcomes", Systems and Information Engineering Design Symposium (SIEDS), 2014: IEEE, 2014.
[terner2014time] Terner, Z., T. Carroll, and D. Brown, "Time Series Forecasts and Volatility Measures as Predictors of Post-Surgical Death and Kidney Injury", Healthcare Innovation Conference, Seattle, Washington, IEEE, 2014.  Download: TS2fixed2.pdf (262.43 KB)
2013
[zhang2013comparison] Zhang, Y., S. Huddleston, D. Brown, and G. Learmonth, "A Comparison of Evaluation Methods for Police Patrol District Designs", Winter Simulation Conference, Washington, DC, 12/2013.  Download: zhang2013comparison.pdf (859.87 KB)
[vedomske2013random] Vedomske, M., D. Brown, and J. Harrison, "Random Forests on Ubiquitous Data for Heart Failure 30-Day Readmissions Prediction", 12th International Conference on Machine Learning and Applications (ICMLA), Miami, Florida, IEEE, 12/2013.
[vedomske2013scalable] Vedomske, M., M. Gerber, D. Brown, and J. Harrison, "Scalable and Locally Applicable Measures of Treatment Variation that Use Hospital Billing Data", 12th International Conference on Machine Learning and Appli- cations (ICMLA): IEEE Press, 12/2013.
[huddleston2013using] Huddleston, S., and D. Brown, "Using Discrete Event Simulation to Evaluate Time Series Forecasting Methods for Security Applications", Winter Simulation Conference, Washington, D.C., 12/2013.  Download: 245.pdf (1.58 MB)
[zhang2013police] Zhang, Y., and D. Brown, "Police Patrol Districting Method and Simulation Evaluation Using Agent-Based Model & GIS", Security Informatics, vol. 2, issue 13, pp. 1-13, 03/2013. Abstract  Download: zhang2013police.pdf (1.69 MB)
[bernica2013analysis] Bernica, T. W., V. E. Guarino, A. J. Han, L. F. Hennet, M. A. Mitchell, M. Gerber, and D. Brown, "Analysis and Prediction of Insurgent Influence for US Military Strategy", 2013 IEEE Systems and Information Engineering Design Symposium: IEEE, 2013.  Download: final.pdf (437.07 KB)
[huddleston2013geographic] Huddleston, S., M. Gerber, and D. Brown, "Geographic Profiling of Criminal Groups for Military Cordon and Search", Social Computing, Behavioral-Cultural Modeling and Prediction, Charlottesville, VA, Springer-Verlag Berlin, Heidelberg, 2013.  Download: 10.1007-978-3-642-37210-0_55.pdf (990.04 KB)
2012
[huddleston2012mapping] Huddleston, S., J. Fox, and D. Brown, "Mapping Gang Spheres of Influence", Crime Mapping: A Journal of Research and Practice, vol. 4, issue 2, pp. 39-67, 12/2012.  Download: 
[teague2012evaluating] Teague, E., T. Warner, and D. Brown, "Evaluating infrastructure resource allocation in support of regional stability", International Journal of System of Systems Engineering, vol. 3, issue 2, pp. 154, 06/2012. Abstract
[wang2012spatio] Wang, X., and D. Brown, "The Spatio-Temporal Modeling for Criminal Incidents", Security Informatics, vol. 1, 02/2012.
[wang2012automatic] Wang, X., M. Gerber, and D. Brown, "Automatic Crime Prediction Using Events Extracted from Twitter Posts", Social Computing, Behavioral - Cultural Modeling and Prediction, vol. 7227: Springer Berlin / Heidelberg, pp. 231-238, 2012.  Download: sbp2012_wgb.pdf (437.42 KB)
[gerber2012automatic] Gerber, M., D. Brown, and J. Harrison, "Automatic Formalization of Clinical Practice Guidelines", Proceedings of the AAAI Fall Symposium on Information Retrieval and Knowledge Discovery in Biomedical Text, 2012.  Download: irkd_gerber.pdf (184.59 KB); irkd_gerber.pptx (408.71 KB)
[fox2012investigating] Fox, J., S. Huddleston, M. Gerber, and D. Brown, "Investigating a Bayesian Hierarchical Framework for Feature-Space Modeling of Criminal Site-Selection Problems", Proceedings of the 23rd Midwest Artificial Intelligence and Cognitive Science Conference, pp. 185--192, 2012.
[zhang2012police] Zhang, Y., and D. Brown, "Police Patrol District Design Using Agent-Based Simulation and GIS", International Conference on Intelligence and Security Informatics: IEEE Press, 2012.
[wang2012aspatio] Wang, X., D. Brown, and M. Gerber, "Spatio-Temporal Modeling of Criminal Incidents Using Geographic, Demographic, and Twitter-derived Information", International Conference on Intelligence and Security Informatics: IEEE Press, 2012.  Download: ISI2012_WBG.pdf (886.96 KB)
2011
[comfort2011parallel] Comfort, J. R., T. Warner, E. P. Vargo, and E. J. Bass, "Parallel coordinates plotting as a method in process control hazard identification", IEEE Systems and Information Engineering Design Symposium, 2011.
[wang2011spatio] Wang, X., and D. Brown, "The Spatio-Temporal Generalized Additive Model for Criminal Incidents", Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2011.
2009
[huddleston2009statistical] Huddleston, S., and D. Brown, "A Statistical Threat Assessment", IEEE Transactions on Systems, Man, and Cybernetics Part A – Systems and Humans, vol. 39, no. 6, 2009.
2008
[brown2008temporal] Brown, D., J. Fox, S. Huddleston, and J. Conklin, Temporal and Cultural Analysis and Forecasting, : National Technology Alliance, 2008.
2007
[zhang2007michigan] Zhang, C., M. Gerber, T. Baldwin, S. Emelander, J. Chai, and R. Jin, "Michigan State University at the 2007 TREC ciQA Task", Proceedings of the Sixteenth Text Retrieval Conference, Gaithersburg, Maryland, November, 2007.
[wang2007crime] Wang, X., D. Brown, and J. Conklin, "Crime Incident Association with Consideration of Narrative Information", Proceedings of the IEEE Systems and Information Engineering Design Symposium, 2007.
2004
[burk2004data] Burk, R., and S. DeLong, "Data Collection for the ABET Self-Study and Beyond", Assessment Processes VI Symposium, 2004.
2003
[delong2003modeling] DeLong, S., E. Tollefson, and R. Burk, Modeling of HEL Weapons in Army Combat Simulations, : Operations Research Center of Excellence, 2003.
2000