George O. Mohler

Thomas Williams

Bruce White

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

2022

Cox-Hawkes: doubly stochastic spatiotemporal Poisson processes.

[BibT_eX]

[DOI]

CoRR, 2022

Time-to-event modeling of subreddits transitions to r/SuicideWatch.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Adversarial Attacks on Deep Temporal Point Process.

[BibT_eX]

[DOI]

Samira Khorshidi

Bao Wang

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Hawkes Process Multi-armed Bandits for Search and Rescue.

[BibT_eX]

[DOI]

Wen-Hao Chiang

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021

Learning network event sequences using long short-term memory and second-order statistic loss.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2021

Fine-Grained Zero-Shot Learning with DNA as Side Information.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Group Link Prediction Using Conditional Variational Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

Source detection on networks using spatial temporal graph convolutional networks.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021

2020

Coupled IGMM-GANs with Applications to Anomaly Detection in Human Mobility Data.

[BibT_eX]

[DOI]

ACM Trans. Spatial Algorithms Syst., 2020

The Role of Graphlets in Viral Processes on Networks.

[BibT_eX]

[DOI]

J. Nonlinear Sci., 2020

Point Process Modeling of Drug Overdoses with Heterogeneous and Missing Data.

[BibT_eX]

[DOI]

CoRR, 2020

Hawkes Process Multi-armed Bandits for Disaster Search and Rescue.

[BibT_eX]

[DOI]

Wen-Hao Chiang

CoRR, 2020

Assessing GAN-based approaches for generative modeling of crime text reports.

[BibT_eX]

[DOI]

Samira Khorshidi

Jeremy G. Carter

Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2020

Enhancing Trust-based Data Analytics for Forecasting Social Harm.

[BibT_eX]

[DOI]

Nahida Sultana Chowdhury

Proceedings of the IEEE International Smart Cities Conference, 2020

Dynamic topic modeling of the COVID-19 Twitter narrative among U.S. governors and cabinet executives.

[BibT_eX]

[DOI]

Proceedings of the Workshop Proceedings of the 14th International AAAI Conference on Web and Social Media, 2020

Building knowledge graphs of homicide investigation chronologies.

[BibT_eX]

[DOI]

Ritika Pandey

Craig D. Uchida

Proceedings of the 20th International Conference on Data Mining Workshops, 2020

Automated Corn Ear Height Prediction Using Video-Based Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Interpretable Hawkes Process Spatial Crime Forecasting with TV-Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Repurposing recidivism models for forecasting police officer use of force.

[BibT_eX]

[DOI]

Samira Khorshidi

Jeremy G. Carter

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Trust-Based Human-Machine Collaboration Mechanism for Predicting Crimes.

[BibT_eX]

[DOI]

Proceedings of the Advanced Information Networking and Applications, 2020

2019

Redditors in Recovery: Text Mining Reddit to Investigate Transitions into Drug Addiction.

[BibT_eX]

[DOI]

CoRR, 2019

SOS-EW: System for Overdose Spike Early Warning Using Drug Mover's Distance-Based Hawkes Processes.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Investigate Transitions into Drug Addiction through Text Mining of Reddit Data.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Trust Estimation of Historical Social Harm Events in Indianapolis Metro Area.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Smart Cities Conference, 2019

Group Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Low Cost Gunshot Detection using Deep Learning on the Raspberry Pi.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Into the Reverie: Exploration of the Dream Market.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Rotational grid, PAI-maximizing crime forecasts.

[BibT_eX]

[DOI]

Michael D. Porter

Stat. Anal. Data Min., 2018

Coupled IGMM-GANs for deep multimodal anomaly detection in human mobility data.

[BibT_eX]

[DOI]

CoRR, 2018

A Penalized Likelihood Method for Balancing Accuracy and Fairness in Predictive Policing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Evaluation of crime topic models: topic coherence vs spatial crime concentration.

[BibT_eX]

[DOI]

Ritika Pandey

Proceedings of the 2018 IEEE International Conference on Intelligence and Security Informatics, 2018

CDASH: Community Data Analytics for Social Harm Prevention.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Smart Cities Conference, 2018

Privacy Preserving, Crowd Sourced Crime Hawkes Processes.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Workshop on Social Sensing, 2018

Forecasting Retweet Count during Elections Using Graph Convolution Neural Networks.

[BibT_eX]

[DOI]

Raghavendran Vijayan

Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

Coupled IGMM-GANs for improved generative adversarial anomaly detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Predicting Virality on Networks Using Local Graphlet Frequency Distribution.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2014

Learning convolution filters for inverse covariance estimation of neural network connectivity.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2012

Geographic Profiling from Kinetic Models of Criminal Behavior.

[BibT_eX]

[DOI]

Martin B. Short

SIAM J. Appl. Math., 2012

2010

Improving Density Estimation by Incorporating Spatial Information.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2010

2009

Coupled flow-polymer dynamics via statistical field theory: Modeling and computation.

[BibT_eX]

[DOI]

Héctor D. Ceniceros

Glenn H. Fredrickson

J. Comput. Phys., 2009

2008

Numerical Solutions of the Complex Langevin Equations in Polymer Field Theory.

[BibT_eX]

[DOI]

Erin M. Lennon

Héctor D. Ceniceros

Carlos J. García-Cervera

Glenn H. Fredrickson

Multiscale Model. Simul., 2008

2007

A Practical Splitting Method for Stiff SDEs with Applications to Problems with Small Noise.

[BibT_eX]

[DOI]

Héctor D. Ceniceros