Automatic Formalization of Clinical Practice Guidelines. - Matthew S. Gerber; Donald E. Brown; James H. Harrison (AAAI Fall Symposium: Information Retrieval and Knowledge Discovery in Biomedical Text, 2012)

Spatio-temporal modeling of criminal incidents using geographic, demographic, and twitter-derived information. - Xiaofeng Wang; Donald E. Brown; Matthew S. Gerber (ISI, 2012)

Investigating a Bayesian Hierarchical Framework for Feature-Space Modeling of Criminal Site-Selection Problems. - Jon Fox; Samuel H. Huddleston; Matthew S. Gerber; Donald E. Brown (MAICS, 2012)

Automatic Crime Prediction Using Events Extracted from Twitter Posts. - Xiaofeng Wang; Matthew S. Gerber; Donald E. Brown (SBP, 2012)

Scalable and Locally Applicable Measures of Treatment Variation That Use Hospital Billing Data. - Michael A. Vedomske; Matthew S. Gerber; Donald E. Brown; James H. Harrison (ICMLA (2), 2013)

Geographic Profiling of Criminal Groups for Military Cordon and Search. - Samuel H. Huddleston; Matthew S. Gerber; Donald E. Brown (SBP, 2013)

Automatic Quality Control of Transportation Reports Using Statistical Language Processing. - Matthew S. Gerber; Lu Tang (IEEE Trans. Intell. Transp. Syst., 2013)

Predicting crime using Twitter and kernel density estimation. - Matthew S. Gerber (Decis. Support Syst., 2014)

Automatic detection of cyber-recruitment by violent extremists. - Jacob R. Scanlon; Matthew S. Gerber (Secur. Informatics, 2014)

Model Adaptation for Personalized Opinion Analysis. - Mohammad Al Boni; Keira Zhou; Hongning Wang; Matthew S. Gerber (ACL (2), 2015)

Identifying Correlates of Homicide Rates in Michoacán, Mexico. - Carl M. Kruger; Matthew S. Gerber (SBP, 2015)

Using Twitter for Next-Place Prediction, with an Application to Crime Prediction. - Mingjun Wang; Matthew S. Gerber (SSCI, 2015)

Forecasting Violent Extremist Cyber Recruitment. - Jacob R. Scanlon; Matthew S. Gerber (IEEE Trans. Inf. Forensics Secur., 2015)

Sensus: a cross-platform, general-purpose system for mobile crowdsensing in human-subject studies. - Haoyi Xiong; Yu Huang 015; Laura E. Barnes; Matthew S. Gerber (UbiComp, 2016)

Automatic Optimization of Localized Kernel Density Estimation for Hotspot Policing. - Mohammad Al Boni; Matthew S. Gerber (ICMLA, 2016)

Area-Specific Crime Prediction Models. - Mohammad Al Boni; Matthew S. Gerber (ICMLA, 2016)

Predicting crime with routine activity patterns inferred from social media. - Mohammad Al Boni; Matthew S. Gerber (SMC, 2016)

Adaptive mobile behavior change intervention using reinforcement learning. - Lihua Cai; Congyu Wu; Kiana Jafari Meimandi; Matthew S. Gerber (ICCT, 2017)

HDLTex: Hierarchical Deep Learning for Text Classification. - Kamran Kowsari; Donald E. Brown; Mojtaba Heidarysafa; Kiana Jafari Meimandi; Matthew S. Gerber; Laura E. Barnes (ICMLA, 2017)

Discovery of Behavioral Markers of Social Anxiety from Smartphone Sensor Data. - Yu Huang 015; Jiaqi Gong; Mark Rucker; Philip Chow; Karl C. Fua; Matthew S. Gerber; Bethany A. Teachman; Laura E. Barnes (DigitalBioMarker@MobiSys, 2017)

Systems thinking and predictive analytics to improve veteran healthcare scheduling. - N. Peter Whitehead; Stephen C. Adams; William T. Scherer; Hyojung Kang; Matthew S. Gerber (SysCon, 2017)

Agent-based model construction using inverse reinforcement learning. - Kamwoo Lee; Mark Rucker; William T. Scherer; Peter A. Beling; Matthew S. Gerber; Hyojung Kang (WSC, 2017)

Dynamic Scheduling for Veterans Health Administration Patients using Geospatial Dynamic Overbooking. - Stephen C. Adams; William T. Scherer; K. Preston White Jr.; Jason Payne; Oved Hernandez; Matthew S. Gerber; N. Peter Whitehead (J. Medical Syst., 2017)

Cluster-based approach to improve affect recognition from passively sensed data. - Mawulolo K. Ameko; Lihua Cai; Mehdi Boukhechba; Alexander Daros; Philip I. Chow; Bethany A. Teachman; Matthew S. Gerber; Laura E. Barnes (BHI, 2018)

Vector Space Representation of Bluetooth Encounters for Mental Health Inference. - Congyu Wu; Lihua Cai; Matthew S. Gerber; Mehdi Boukhechba; Laura E. Barnes (UbiComp/ISWC Adjunct, 2018)

DAMON: A Data Authenticity Monitoring System for Diabetes Management. - William Young; John Corbett; Matthew S. Gerber; Stephen Patek; Lu Feng 001 (IoTDI, 2018)

Contextual Analysis to Understand Compliance with Smartphone-based Ecological Momentary Assessment. - Mehdi Boukhechba; Lihua Cai; Philip I. Chow; Karl C. Fua; Matthew S. Gerber; Bethany A. Teachman; Laura E. Barnes (PervasiveHealth, 2018)

A transient stochastic simulation-optimization model for operational fuel planning in-theater. - Benjamin J. Lobo; Donald E. Brown; Matthew S. Gerber; Peter J. Grazaitis (Eur. J. Oper. Res., 2018)

Author Correction to: Dynamic Scheduling for Veterans Health Administration Patients Using Geospatial Dynamic Overbooking. - Stephen C. Adams; William T. Scherer; K. Preston White Jr.; Jason Payne; Oved Hernandez; Matthew S. Gerber; N. Peter Whitehead (J. Medical Syst., 2018)

Forecasting Civil Unrest Using Social Media and Protest Participation Theory. - Congyu Wu; Matthew S. Gerber (IEEE Trans. Comput. Soc. Syst., 2018)

Siamese Discourse Structure Recursive Neural Network for Semantic Representation. - Erfaneh Gharavi; Rupesh Silwal; Matthew S. Gerber; Hadi Veisi (ICSC, 2019)

Adaptive Passive Mobile Sensing Using Reinforcement Learning. - Lihua Cai; Mehdi Boukhechba; Navreet Kaur 001; Congyu Wu; Laura E. Barnes; Matthew S. Gerber (WOWMOM, 2019)

Understanding behavioral dynamics of social anxiety among college students through smartphone sensors. - Jiaqi Gong; Yu Huang 015; Philip I. Chow; Karl C. Fua; Matthew S. Gerber; Bethany A. Teachman; Laura E. Barnes (Inf. Fusion, 2019)

Human Apprenticeship Learning via Kernel-based Inverse Reinforcement Learning. - Mark A. Rucker; Layne T. Watson; Laura E. Barnes; Matthew S. Gerber (CoRR, 2020)

Spatial crime distribution and prediction for sporting events using social media. - Alina Ristea; Mohammad Al Boni; Bernd Resch; Matthew S. Gerber; Michael Leitner (Int. J. Geogr. Inf. Sci., 2020)