Los Angeles, CA 90095
bibtex format publications
2024
@inbook{brantingham2024diversity,
author = {Brantingham, P. Jeffrey and Valasik, Matthew},
title = {518Gang Ecological Diversity in the Hollenbeck Area of Los Angeles, 1978–2012},
booktitle = {The Oxford Handbook of Gangs and Society},
editor = {Pyrooz, David C. and Densley, James A. and Leverso, John},
publisher = {Oxford University Press},
pages = {518-540},
year = {2024},
type = {Book Section}
}
@inbook{valasik2024surveillance,
author = {Valasik, Matthew and Brantingham, P. Jeffrey},
title = {809“Somebody’s Watching Me”: Surveying Police Surveillance of Gangs},
booktitle = {The Oxford Handbook of Gangs and Society},
editor = {Pyrooz, David C. and Densley, James A. and Leverso, John},
publisher = {Oxford University Press},
pages = {809-831},
year = {2024},
type = {Book Section}
}
2023
@inproceedings{ma2023star,
author = {Ma, Mingyu Derek and Wang, Xiaoxuan and Kung, Po-Nien and Brantingham, P Jeffrey and Peng, Nanyun and Wang, Wei},
title = {STAR: Improving Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models},
booktitle = {NeurIPS 2023 Workshop on Synthetic Data Generation with Generative AI},
type = {Conference Proceedings}
}
@article{brantingham2023rivalries,
author = {Brantingham, P. Jeffrey and Butts, Carter and Gravel, Jason and Leenders, Roger and Mulder, Joris and Tita, George E. and
Valasik, Matthew},
title = {Rivalries, reputation, retaliation, and repetition: Testing plausible mechanisms for the contagion of violence between street gangs
using relational event models},
journal = {Network Science},
volume = {11},
number = {2},
pages = {324-350},
DOI = {10.1017/nws.2023.8},
year = {2023},
type = {Journal Article}
}
@article{valasik2023territory,
title = {Territory, residency, and routine activities: A typology of gang member mobility patterns with implications for place-based interventions},
author = {Matthew Valasik and Jason Gravel and George E. Tita and P. Jeffrey Brantingham and Elizabeth Griffiths},
journal = {Journal of Criminal Justice},
volume = {86},
pages = {102048},
year = {2023},
}
2022
@article{brantingham2022changes,
author = {Brantingham, P Jeffrey and Mohler, George and MacDonald, John},
title = {Changes in public–police cooperation following the murder of George Floyd},
journal = {PNAS Nexus},
volume = {1},
number = {5},
pages = {pgac189},
year = {2022},
month = {09},
}
@article{macdonald2022association,
author = {John MacDonald and George Mohler and P. Jeffrey Brantingham},
title = {Association between race, shooting hot spots, and the surge in gun violence during the COVID-19 pandemic in Philadelphia, New York and Los Angeles},
journal = {Preventive Medicine},
volume = {165},
pages = {107241},
year = {2022},
}
@inproceedings{chen2022reinforcement,
author = {Chen, Xiusi and Jiang, Jyun-Yu and Jin, Kun and Zhou, Yichao and Liu, Mingyan and
Brantingham, P. Jeffrey and Wang, Wei},
title = {ReLiable: Offline Reinforcement Learning for Tactical Strategies in Professional
Basketball Games},
year = {2022},
doi = {10.1145/3511808.3557105},
pages = {3023–3032},
series = {CIKM '22}
}
@misc{yu2022learning,
author = {Yu, Sixie and Brantingham, P. Jeffrey and Valasik, Matthew and Vorobeychik, Yevgeniy},
title = {Learning binary multi-scale games on networks},
publisher = {PMLR},
volume = {180},
pages = {2310--2319},
year = {2022},
type = {Conference Paper}
}
@article{kahmann2022impact,
author = {Sydney Kahmann and Erin Hartman and Jorja Leap and P. Jeffrey Brantingham},
title = {{Impact evaluation of the LAPD community safety partnership}},
volume = {16},
journal = {The Annals of Applied Statistics},
number = {2},
pages = {1215 -- 1235},
year = {2022},
doi = {10.1214/21-AOAS1543},
}
@article{brantingham2022assessment,
author = {Brantingham, P. Jeffrey and Tita, George E. and Jung, Shelley and Ahern, Jennifer},
title = {Assessment of Case Fatality Rates and Overall Prevalence of Firearm Violence in
California, 2005-2019},
journal = {JAMA Network Open},
volume = {5},
number = {1},
pages = {e2145442-e2145442},
year = {2022},
doi = {10.1001/jamanetworkopen.2021.45442},
}
@INPROCEEDINGS{choi2022combining,
author={Choi, Marc Andrew and Huang, Siyu and Qi, Hengyuan and Scialanga, Marco and McMullen,
Emerson and Moreno, Axel Sanchez and Lou, Yifei and Bertozzi, Andrea L. and Brantingham, P.
Jeffrey},
booktitle={2022 IEEE International Conference on Big Data (Big Data)},
title={Combining Dynamic Mode Decomposition and Difference-in-Differences in an Analysis of At-Risk
Youth},
year={2022},
pages={4664-4673},
doi={10.1109/BigData55660.2022.10020504}
}
@INPROCEEDINGS{adams2022knowledge,
author={Adams, Clay and Bozhidarova, Malvina and Chen, James and Gao, Andrew and Liu, Zhengtong and
Hunter Priniski, J. and Lin, Junyuan and Sonthalia, Rishi and Bertozzi, Andrea L. and Jeffrey
Brantingham, P.},
booktitle={2022 IEEE International Conference on Big Data (Big Data)},
title={Knowledge Graphs of the QAnon Twitter Network},
year={2022},
pages={2903-2912},
}
2021
@inproceedings{flocco2021analysis,
title={An analysis of COVID-19 knowledge graph construction and applications},
author={Flocco, Dominic and Palmer-Toy, Bryce and Wang, Ruixiao and Zhu, Hongyu and Sonthalia,
Rishi and Lin, Junyuan and Bertozzi, Andrea L and Brantingham, P Jeffrey},
booktitle={2021 IEEE International Conference on Big Data (Big Data)},
pages={2631--2640},
year={2021},
organization={IEEE}
}
@article{lentz2021modeling,
author = {Lentz, Theodore S. and Brantingham, P. Jeffrey},
title = {Modeling and Measuring Place-based Differences in Crime Composition.},
journal = {Unpublished Working Paper},
year = {2021},
type = {Journal Article}
}
@article{brantingham2021recent,
title={Is the recent surge in violence in American cities due to contagion?},
author={Brantingham, P Jeffrey and Carter, Jeremy and MacDonald, John and Melde, Chris and
Mohler, George},
journal={Journal of Criminal Justice},
volume={76},
pages={101848},
year={2021},
}
@inproceedings{priniski2021mapping,
author = {Priniski, J. Hunter and Mokhberian, Negar and Harandizadeh, Bahareh and Morstatter, Fred and Lerman,
Kristina and Lu, Hongjing and Brantingham, P. Jeffrey},
editor = {Balalau, Oana and Ognyanova, Katherine and Romero, Daniel M.},
title = {Mapping Moral Valence of Tweets Following The Killing of George Floyd},
booktitle = {Workshop Proceedings of the 15th International {AAAI} Conference on Web and Social Media (ICWSM)},
year = {2021},
doi = {10.36190/2021.35},
}
@inproceedings{wang2021structural,
title={Structural Stability of a Family of Group Formation Games},
author={Wang, Chenlan and Moharrami, Mehrdad and Jin, Kun and Kempe, David and Brantingham, P Jeffrey and Liu,
Mingyan},
booktitle={2021 60th IEEE Conference on Decision and Control (CDC)},
pages={3080--3085},
year={2021},
organization={IEEE}
}
@article{wang2021learning,
author = {Wang, Kai and Brantingham, P. Jeffrey and Tambe, Milind},
title = {Learning Opportunistic Adversarial Model on Global Wildlife Trade},
journal = {AAMAS 2021 Autonomous Agents for Social Good Workshop (AASG) },
year = {2021},
type = {Journal Article}
}
@article{brantingham2021gang,
title={Gang-related crime in Los Angeles remained stable following COVID-19 social distancing orders},
author={Brantingham, P. Jeffrey and Tita, George E. and Mohler, George},
journal={Criminology \& Public Policy},
volume={20},
number={3},
pages={423--436},
year={2021},
}
@article{park2021investigating,
title={Investigating clustering and violence interruption in gang-related violent crime data using spatial--temporal
point processes with covariates},
author={Park, Junhyung and Schoenberg, Frederic Paik and Bertozzi, Andrea L and Brantingham, P Jeffrey},
journal={Journal of the American Statistical Association},
volume={116},
number={536},
pages={1674--1687},
year={2021}
}
@article{brantingham2021impact,
title={The impact of the city of Los Angeles mayor’s office of gang reduction and youth development (GRYD)
comprehensive strategy on crime in the city of Los Angeles},
author={Brantingham, P Jeffrey and Tita, George and Herz, Denise},
journal={Justice Evaluation Journal},
volume={4},
number={2},
pages={217--236},
year={2021}
}
@article{brantingham2021public,
title={Public cooperation and the police: Do calls-for-service increase after homicides?},
author={Brantingham, P Jeffrey and Uchida, Craig D},
journal={Journal of Criminal Justice},
volume={73},
pages={101785},
year={2021}
}
@article{li2021pdes,
title={PDEs on graphs for semi-supervised learning applied to first-person activity recognition in body-worn video},
author={Li, Hao and Chen, Honglin and Haberland, Matt and Bertozzi, Andrea L and Brantingham, P Jeffrey},
journal={Discrete and Continuous Dynamical Systems},
volume={41},
number={9},
pages={4351--4373},
year={2021}
}
2020
@inproceedings{alaverdian2020who,
author = {Alaverdian, Mariam and Gilroy, William and Kirgios, Veronica and Li, Xia and Matuk, Carolina and McKenzie,
Daniel and Ruangkriengsin, Tachin and Bertozzi, Andrea L and Brantingham, P Jeffrey},
title = {Who killed Lilly Kane? A case study in applying knowledge graphs to crime fiction},
booktitle = {2020 IEEE International Conference on Big Data (Big Data)},
publisher = {IEEE},
pages = {2508-2512},
type = {Conference Proceedings}
}
@inproceedings{pandey2020building,
author = {Pandey, Ritika and Brantingham, P Jeffrey and Uchida, Craig D and Mohler, George},
title = {Building knowledge graphs of homicide investigation chronologies},
booktitle = {2020 International Conference on Data Mining Workshops (ICDMW)},
publisher = {IEEE},
pages = {790-798},
type = {Conference Proceedings}
}
@inproceedings{wu2020emotion,
author = {Wu, R. and Yang, C. and Hyde, D. and Bertozzi, A. L. and Brantingham, P. Jeffrey},
title = {Emotion Classification and Textual Clustering Techniques for Gang Intervention Data},
booktitle = {2020 IEEE International Conference on Big Data (Big Data)},
pages = {3246-3254},
DOI = {10.1109/BigData50022.2020.9378260},
type = {Conference Proceedings}
}
@inproceedings{wen2020analyzing,
author = {Wen, S. and Chen, A. and Bhatia, T. and Liskij, N. and Hyde, D. and Bertozzi, A. L. and Brantingham, P. J.},
title = {Analyzing Effectiveness of Gang Interventions using Koopman Operator Theory},
booktitle = {2020 IEEE International Conference on Big Data (Big Data)},
pages = {3237-3245},
DOI = {10.1109/BigData50022.2020.9378297},
type = {Conference Proceedings}
}
@article{brantingham2020contagious,
author = {Brantingham, P. Jeffrey and Yuan, Baichuan and Herz, Denise},
title = {Is Gang Violent Crime More Contagious than Non-Gang Violent Crime?},
journal = {Journal of Quantitative Criminology},
volume = {37},
pages = {953-977},
DOI = {10.1007/s10940-020-09479-1},
year = {2020},
type = {Journal Article}
}
@article{sha2020dynamic,
author = {Sha, Hao and Hasan, Mohammad Al and Mohler, George and Brantingham, P Jeffrey},
title = {Dynamic topic modeling of the COVID-19 Twitter narrative among US governors and cabinet executives},
journal = {Workshop Proceedings of the 14th International AAAI Conference on Web and Social Media},
DOI = {10.36190/2020.21},
year = {2020},
type = {Journal Article}
}
@article{mohler2020impact,
author = {Mohler, George and Bertozzi, Andrea L. and Carter, Jeremy and Short, Martin B. and Sledge, Daniel and Tita,
George E. and Uchida, Craig D. and Brantingham, P. Jeffrey},
title = {Impact of social distancing during COVID-19 pandemic on crime in Los Angeles and Indianapolis},
journal = {Journal of Criminal Justice},
volume = {68},
pages = {101692},
DOI = {https://doi.org/10.1016/j.jcrimjus.2020.101692},
year = {2020},
type = {Journal Article}
}
@inbook{cooney2020mobile,
author = {Cooney, Sarah and Gomez, Wendy and Wang, Kai and Leap, Jorja and Brantingham, P. Jeffrey and Tambe, Milind},
title = {Mobile Game Theory with Street Gangs},
booktitle = {Machine Learning and Knowledge Discovery in Databases. International Workshops of ECML PKDD 2019 Würzburg,
Germany, September 16–20, 2019.Proceedings, Part I},
editor = {Cellier, Peggy and Driessens, Kurt},
publisher = {Springer},
year = {2019},
type = {Book Section}
}
@inproceedings{yu2020computing,
title={Computing equilibria in binary networked public goods games},
author={Yu, Sixie and Zhou, Kai and Brantingham, Jeffrey and Vorobeychik, Yevgeniy},
booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
volume={34},
number={02},
pages={2310--2317},
year={2020}
}
2019
@article{mohler2019reducing,
title={Reducing bias in estimates for the law of crime concentration},
author={Mohler, George and Brantingham, P Jeffrey and Carter, Jeremy and Short, Martin B},
journal={Journal of quantitative criminology},
volume={35},
pages={747--765},
year={2019},
publisher={Springer}
}
@article{brantingham2019competitive,
title={Competitive dominance, gang size and the directionality of gang violence},
author={Brantingham, P Jeffrey and Valasik, Matthew and Tita, George E},
journal={Crime Science},
volume={8}, number={1},
pages={1--20},
year={2019},
publisher={BioMed Central}
}
@article{yuan2019multivariate,
title={Multivariate spatiotemporal Hawkes processes and network reconstruction},
author={Yuan, Baichuan and Li, Hao and Bertozzi, Andrea L and Brantingham, P Jeffrey and Porter, Mason A},
journal={SIAM Journal on Mathematics of Data Science},
volume={1},
number={2},
pages={356--382},
year={2019},
publisher={SIAM}
}
2018
@article{mohler2019reducing,
title={Reducing bias in estimates for the law of crime concentration},
author={Mohler, George and Brantingham, P Jeffrey and Carter, Jeremy and Short, Martin B},
journal={Journal of quantitative criminology},
volume={35},
pages={747--765},
year={2019},
publisher={Springer}
}
2017
@article{mohler2019reducing,
title={Reducing bias in estimates for the law of crime concentration},
author={Mohler, George and Brantingham, P Jeffrey and Carter, Jeremy and Short, Martin B},
journal={Journal of quantitative criminology},
volume={35},
pages={747--765},
year={2019},
publisher={Springer}
}