Matthew S. Gerber

37 papers B 1C 5Misc 2Journal 13Unranked 16

Year	Rank	Type	Title / Venue / Authors
2020	J	`jnl`	Human Apprenticeship Learning via Kernel-based Inverse Reinforcement Learning. CoRR Mark A. Rucker, Layne T. Watson, Laura E. Barnes, Matthew S. Gerber
2020	J	`jnl`	Spatial crime distribution and prediction for sporting events using social media. Int. J. Geogr. Inf. Sci. Alina Ristea, Mohammad Al Boni, Bernd Resch, Matthew S. Gerber, Michael Leitner
2019	C	`conf`	Adaptive Passive Mobile Sensing Using Reinforcement Learning. WOWMOM Lihua Cai, Mehdi Boukhechba, Navreet Kaur, Congyu Wu, Laura E. Barnes, Matthew S. Gerber
2019	—	`conf`	Siamese Discourse Structure Recursive Neural Network for Semantic Representation. ICSC Erfaneh Gharavi, Rupesh Silwal, Matthew S. Gerber, Hadi Veisi
2019	J	`jnl`	Understanding behavioral dynamics of social anxiety among college students through smartphone sensors. Inf. Fusion Jiaqi Gong, Yu Huang, Philip I. Chow, Karl C. Fua, Matthew S. Gerber, Bethany A. Teachman, Laura E. Barnes
2018	J	`jnl`	A transient stochastic simulation-optimization model for operational fuel planning in-theater. Eur. J. Oper. Res. Benjamin J. Lobo, Donald E. Brown, Matthew S. Gerber, Peter J. Grazaitis
2018	J	`jnl`	Author Correction to: Dynamic Scheduling for Veterans Health Administration Patients Using Geospatial Dynamic Overbooking. J. Medical Syst. Stephen C. Adams, William T. Scherer, K. Preston White Jr., Jason Payne, Oved Hernandez, Matthew S. Gerber, N. Peter Whitehead
2018	J	`jnl`	Cluster-based Approach to Improve Affect Recognition from Passively Sensed Data. CoRR Mawulolo K. Ameko, Lihua Cai, Mehdi Boukhechba, Alexander Daros, Philip I. Chow, Bethany A. Teachman, Matthew S. Gerber, Laura E. Barnes
2018	—	`conf`	Cluster-based approach to improve affect recognition from passively sensed data. BHI Mawulolo K. Ameko, Lihua Cai, Mehdi Boukhechba, Alexander Daros, Philip I. Chow, Bethany A. Teachman, Matthew S. Gerber, Laura E. Barnes
2018	—	`conf`	Contextual Analysis to Understand Compliance with Smartphone-based Ecological Momentary Assessment. PervasiveHealth Mehdi Boukhechba, Lihua Cai, Philip I. Chow, Karl C. Fua, Matthew S. Gerber, Bethany A. Teachman, Laura E. Barnes
2018	—	`conf`	DAMON: A Data Authenticity Monitoring System for Diabetes Management. IoTDI William Young, John Corbett, Matthew S. Gerber, Stephen Patek, Lu Feng
2018	J	`jnl`	Forecasting Civil Unrest Using Social Media and Protest Participation Theory. IEEE Trans. Comput. Soc. Syst. Congyu Wu, Matthew S. Gerber
2018	—	`conf`	Vector Space Representation of Bluetooth Encounters for Mental Health Inference. UbiComp/ISWC Adjunct Congyu Wu, Lihua Cai, Matthew S. Gerber, Mehdi Boukhechba, Laura E. Barnes
2017	—	`conf`	Adaptive mobile behavior change intervention using reinforcement learning. ICCT Lihua Cai, Congyu Wu, Kiana Jafari Meimandi, Matthew S. Gerber
2017	Misc	`conf`	Agent-based model construction using inverse reinforcement learning. WSC Kamwoo Lee, Mark Rucker, William T. Scherer, Peter A. Beling, Matthew S. Gerber, Hyojung Kang
2017	—	`conf`	Discovery of Behavioral Markers of Social Anxiety from Smartphone Sensor Data. DigitalBioMarker@MobiSys Yu Huang, Jiaqi Gong, Mark Rucker, Philip Chow, Karl C. Fua, Matthew S. Gerber, Bethany A. Teachman, Laura E. Barnes
2017	J	`jnl`	Dynamic Scheduling for Veterans Health Administration Patients using Geospatial Dynamic Overbooking. J. Medical Syst. Stephen C. Adams, William T. Scherer, K. Preston White Jr., Jason Payne, Oved Hernandez, Matthew S. Gerber, N. Peter Whitehead
2017	C	`conf`	HDLTex: Hierarchical Deep Learning for Text Classification. ICMLA Kamran Kowsari, Donald E. Brown, Mojtaba Heidarysafa, Kiana Jafari Meimandi, Matthew S. Gerber, Laura E. Barnes
2017	J	`jnl`	HDLTex: Hierarchical Deep Learning for Text Classification. CoRR Kamran Kowsari, Donald E. Brown, Mojtaba Heidarysafa, Kiana Jafari Meimandi, Matthew S. Gerber, Laura E. Barnes
2017	—	`conf`	Systems thinking and predictive analytics to improve veteran healthcare scheduling. SysCon N. Peter Whitehead, Stephen C. Adams, William T. Scherer, Hyojung Kang, Matthew S. Gerber
2016	C	`conf`	Area-Specific Crime Prediction Models. ICMLA Mohammad Al Boni, Matthew S. Gerber
2016	C	`conf`	Automatic Optimization of Localized Kernel Density Estimation for Hotspot Policing. ICMLA Mohammad Al Boni, Matthew S. Gerber
2016	B	`conf`	Predicting crime with routine activity patterns inferred from social media. SMC Mohammad Al Boni, Matthew S. Gerber
2016	Misc	`conf`	Sensus: a cross-platform, general-purpose system for mobile crowdsensing in human-subject studies. UbiComp Haoyi Xiong, Yu Huang, Laura E. Barnes, Matthew S. Gerber
2015	J	`jnl`	Forecasting Violent Extremist Cyber Recruitment. IEEE Trans. Inf. Forensics Secur. Jacob R. Scanlon, Matthew S. Gerber
2015	—	`conf`	Identifying Correlates of Homicide Rates in Michoacán, Mexico. SBP Carl M. Kruger, Matthew S. Gerber
2015	—	`conf`	Model Adaptation for Personalized Opinion Analysis. ACL (2) Mohammad Al Boni, Keira Zhou, Hongning Wang, Matthew S. Gerber
2015	—	`conf`	Using Twitter for Next-Place Prediction, with an Application to Crime Prediction. SSCI Mingjun Wang, Matthew S. Gerber
2014	J	`jnl`	Automatic detection of cyber-recruitment by violent extremists. Secur. Informatics Jacob R. Scanlon, Matthew S. Gerber
2014	J	`jnl`	Predicting crime using Twitter and kernel density estimation. Decis. Support Syst. Matthew S. Gerber
2013	J	`jnl`	Automatic Quality Control of Transportation Reports Using Statistical Language Processing. IEEE Trans. Intell. Transp. Syst. Matthew S. Gerber, Lu Tang
2013	—	`conf`	Geographic Profiling of Criminal Groups for Military Cordon and Search. SBP Samuel H. Huddleston, Matthew S. Gerber, Donald E. Brown
2013	—	`conf`	Scalable and Locally Applicable Measures of Treatment Variation That Use Hospital Billing Data. ICMLA (2) Michael A. Vedomske, Matthew S. Gerber, Donald E. Brown, James H. Harrison
2012	—	`conf`	Automatic Crime Prediction Using Events Extracted from Twitter Posts. SBP Xiaofeng Wang, Matthew S. Gerber, Donald E. Brown
2012	—	`conf`	Automatic Formalization of Clinical Practice Guidelines. AAAI Fall Symposium: Information Retrieval and Knowledge Discovery in Biomedical Text Matthew S. Gerber, Donald E. Brown, James H. Harrison
2012	—	`conf`	Investigating a Bayesian Hierarchical Framework for Feature-Space Modeling of Criminal Site-Selection Problems. MAICS Jon Fox, Samuel H. Huddleston, Matthew S. Gerber, Donald E. Brown
2012	C	`conf`	Spatio-temporal modeling of criminal incidents using geographic, demographic, and twitter-derived information. ISI Xiaofeng Wang, Donald E. Brown, Matthew S. Gerber