Matthew S. Gerber

According to our database, Matthew S. Gerber authored at least 35 papers between 2012 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

Human Apprenticeship Learning via Kernel-based Inverse Reinforcement Learning.

Mark A. Rucker, Layne T. Watson, Laura E. Barnes, Matthew S. Gerber

CoRR, 2020

2019

Understanding behavioral dynamics of social anxiety among college students through smartphone sensors.

Jiaqi Gong, Yu Huang, Philip I. Chow, Karl C. Fua, Matthew S. Gerber, Bethany A. Teachman, Laura E. Barnes

Inf. Fusion, 2019

Adaptive Passive Mobile Sensing Using Reinforcement Learning.

Lihua Cai, Mehdi Boukhechba, Navreet Kaur, Congyu Wu, Laura E. Barnes, Matthew S. Gerber

Proceedings of the 20th IEEE International Symposium on "A World of Wireless, 2019

Siamese Discourse Structure Recursive Neural Network for Semantic Representation.

Erfaneh Gharavi, Rupesh Silwal, Matthew S. Gerber, Hadi Veisi

Proceedings of the 13th IEEE International Conference on Semantic Computing, 2019

2018

Forecasting Civil Unrest Using Social Media and Protest Participation Theory.

Congyu Wu, Matthew S. Gerber

IEEE Trans. Comput. Soc. Syst., 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

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

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

Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2018

DAMON: A Data Authenticity Monitoring System for Diabetes Management.

William Young, John Corbett, Matthew S. Gerber, Stephen Patek, Lu Feng

Proceedings of the 2018 IEEE/ACM Third International Conference on Internet-of-Things Design and Implementation, 2018

Vector Space Representation of Bluetooth Encounters for Mental Health Inference.

Congyu Wu, Lihua Cai, Matthew S. Gerber, Mehdi Boukhechba, Laura E. Barnes

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

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

Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

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

Agent-based model construction using inverse reinforcement learning.

Kamwoo Lee, Mark Rucker, William T. Scherer, Peter A. Beling, Matthew S. Gerber, Hyojung Kang

Proceedings of the 2017 Winter Simulation Conference, 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

Proceedings of the 2017 Annual IEEE International Systems Conference, 2017

Discovery of Behavioral Markers of Social Anxiety from Smartphone Sensor Data.

Yu Huang, Jiaqi Gong, Mark Rucker, Philip Chow, Karl C. Fua, Matthew S. Gerber, Bethany A. Teachman, Laura E. Barnes

Proceedings of the 1st Workshop on Digital Biomarkers, 2017

HDLTex: Hierarchical Deep Learning for Text Classification.

Kamran Kowsari, Donald E. Brown, Mojtaba Heidarysafa, Kiana Jafari Meimandi, Matthew S. Gerber, Laura E. Barnes

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Adaptive mobile behavior change intervention using reinforcement learning.

Lihua Cai, Congyu Wu, Kiana Jafari Meimandi, Matthew S. Gerber

Proceedings of the International Conference on Companion Technology, 2017

2016

Predicting crime with routine activity patterns inferred from social media.

Mohammad Al Boni, Matthew S. Gerber

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Area-Specific Crime Prediction Models.

Mohammad Al Boni, Matthew S. Gerber

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Automatic Optimization of Localized Kernel Density Estimation for Hotspot Policing.

Mohammad Al Boni, Matthew S. Gerber

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Sensus: a cross-platform, general-purpose system for mobile crowdsensing in human-subject studies.

Haoyi Xiong, Yu Huang, Laura E. Barnes, Matthew S. Gerber

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

2015

Forecasting Violent Extremist Cyber Recruitment.

Jacob R. Scanlon, Matthew S. Gerber

IEEE Trans. Inf. Forensics Secur., 2015

Using Twitter for Next-Place Prediction, with an Application to Crime Prediction.

Mingjun Wang, Matthew S. Gerber

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Identifying Correlates of Homicide Rates in Michoacán, Mexico.

Carl M. Kruger, Matthew S. Gerber

Proceedings of the Social Computing, Behavioral-Cultural Modeling, and Prediction, 2015

Model Adaptation for Personalized Opinion Analysis.

Mohammad Al Boni, Keira Zhou, Hongning Wang, Matthew S. Gerber

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

Automatic detection of cyber-recruitment by violent extremists.

Jacob R. Scanlon, Matthew S. Gerber

Secur. Informatics, 2014

Predicting crime using Twitter and kernel density estimation.

Matthew S. Gerber

Decis. Support Syst., 2014

2013

Automatic Quality Control of Transportation Reports Using Statistical Language Processing.

Matthew S. Gerber, Lu Tang

IEEE Trans. Intell. Transp. Syst., 2013

Geographic Profiling of Criminal Groups for Military Cordon and Search.

Samuel H. Huddleston, Matthew S. Gerber, Donald E. Brown

Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2013

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

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

2012

Automatic Crime Prediction Using Events Extracted from Twitter Posts.

Xiaofeng Wang, Matthew S. Gerber, Donald E. Brown

Proceedings of the Social Computing, Behavioral - Cultural Modeling and Prediction, 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

Proceedings of the 23rd Midwest Artificial Intelligence and Cognitive Science Conference 2012, 2012

Spatio-temporal modeling of criminal incidents using geographic, demographic, and twitter-derived information.

Xiaofeng Wang, Donald E. Brown, Matthew S. Gerber

Proceedings of the 2012 IEEE International Conference on Intelligence and Security Informatics, 2012

Automatic Formalization of Clinical Practice Guidelines.

Matthew S. Gerber, Donald E. Brown, James H. Harrison

Proceedings of the Information Retrieval and Knowledge Discovery in Biomedical Text, 2012