Publications

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[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.
[alboni2015model] AlBoni, M., K. Q. Zhou, H. Wang, and M. Gerber, "Model Adaptation for Personalized Opinion Analysis", The 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing, Beijing, China, Association for Computational Linguistics, 07/2015.
AlBoni, M., and M. Gerber, "Automatic Optimization of Localized Kernel Density Estimation For Hotspot Policing", The 2016 IEEE International Conference Machine Learning and Applications, California, USA, IEEE, In Press.  Download: LKDE - Paper.pdf (914.86 KB)
[alboni2016predicting] AlBoni, M., and M. Gerber, "Predicting Crime with Routine Activity Patterns Inferred from Social Media", The 2016 International Conference on Systems, Man, and Cybernetics, Budapest, Hungary, IEEE, 2016.  Download: Crime Prediction using Social Media a Routine Activity Approach.pdf (552.79 KB); Presentation.pdf (1.52 MB)
AlBoni, M., and M. Gerber, "Area-Specific Crime Prediction Models", The 2016 IEEE International Conference Machine Learning and Applications, California, USA, IEEE, In Press.  Download: Area-Specific Crime Prediction Models.pdf (947.49 KB)
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[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)
[brown2008temporal] Brown, D., J. Fox, S. Huddleston, and J. Conklin, Temporal and Cultural Analysis and Forecasting, : National Technology Alliance, 2008.
[burk2004data] Burk, R., and S. DeLong, "Data Collection for the ABET Self-Study and Beyond", Assessment Processes VI Symposium, 2004.
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[geffre2007layered] Geffre, J., A Layered Social and Operational Network Analysis, : Air Force Institute of Technology, 2007.
[geffre2009determining] Geffre, J., R. F. Deckro, and S. A. Knighton, "Determining Critical Members of Layered Operational Terrorist Networks", The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology, vol. 6, no. 2, pp. 97-109, 2009.
[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)
[gerber2015forecasting] Gerber, M., and J. Scanlon, "Forecasting Violent Extremist Cyber-Recruitment", IEEE Transactions on Information Forensics and Security, vol. 10, issue 11, pp. 2461-2470, 2015.
[gerber2014predicting] Gerber, M., "Predicting Crime using Twitter and Kernel Density Estimation", Decision Support Systems (Elsevier), vol. 61, pp. 115-125, 2014.  Download: manuscript_gerber.pdf (440.22 KB)
[gerber2013automatic] Gerber, M., and L. Tang, "Automatic Quality Control of Transportation Reports using Statistical Language Processing", IEEE Transactions on Intelligent Transportation Systems, vol. 14, issue 4, pp. 1681-1689, 12/2013.
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[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.
[hopkins2010analysis] Hopkins, R., N. Raymond, S. White, and S. DeLong, "The Analysis of Conventional Prompt Global Strike Alternatives", IEEE Systems and Information Engineering Design Symposium, University of Virginia, 2010.
[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)
[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: 
[huddleston2007statistical] Huddleston, S., and et al, "Statistical Models for Target Detection in Infrared Imagery", Automatic Target Recognition XVII, Proceedings of the SPIE, 2007.
[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)
[huddleston2008statistical] Huddleston, S., The Statistical Threat Assessment, : University of Virginia, 2008.
[huddleston2008changing] Huddleston, S., J. Fox, and G. Learmonth, "Changing Knives into Spoons: Examining the Oil-Spot Methodology of Fighting an Insurgency Using Hybrid Agent-Based Modeling", Proceedings of the 2008 IEEE Systems and Information Engineering Design Symposium, 2008.
[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.
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[kewly2008federated] Kewley, R., J. Cook, N. Goerger, D. Henderson, and E. Teague, "Federated simulations for systems of systems integration", Simulation Conference, 2008. WSC 2008. Winter, 2008.
[kruger2015identifying] Kruger, C., and M. Gerber, "Identifying Correlates of Homicide Rates in Michoacan, Mexico", Social Computing, Behavioral-Cultural Modeling, and Prediction: Springer, 2015.
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Lovelace, D., E. Lesnowicz, C. Michel, and E. Teague, "Comparison of Ground-based Fire Support Capabilities of the Marine Expeditionary Unit", Scythe - Proceedings and Bulletin of the International Data Farming Community, issue 2, pp. 32, 07/2007.
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[menon2014automatic] Menon, A., F. Farmer, T. Whalen, B. Hua, K. Najib, and M. Gerber, "Automatic identification of alcohol-related promotions on Twitter and prediction of promotion spread", Systems and Information Engineering Design Symposium (SIEDS), 2014: IEEE, 2014.
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[scanlon2014automatic] Scanlon, J., and M. Gerber, "Automatic Detection of Cyber-Recruitment by Violent Extremists", Security Informatics, vol. 3, issue 1, pp. 1-10, 12/2014.
[speegle2003applying] Speegle, C., and S. DeLong, "Applying the Systems Methodology in the Design of the USMA Intelligent Power Plant", IEEE Systems and Information Engineering Design Symposium, 2003.
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[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
[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)
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[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.
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[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)
[wang2012spatio] Wang, X., and D. Brown, "The Spatio-Temporal Modeling for Criminal Incidents", Security Informatics, vol. 1, 02/2012.
[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.
[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)
[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.
[wang2015using] Wang, M., and M. Gerber, "Using Twitter for Next-Place Prediction, with an Application to Crime Prediction", IEEE Symposium Series on Computational Intelligence, Cape Town, South Africa, 2015.
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[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.
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[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)
[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.
[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)
[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)
[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.
[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.