Publications Archive - USC Center for Artificial Intelligence in Society

Multilevel Decision-Making and Protected Area Prioritization

06/15/2025

Natural Resource Modeling

Paul R. Armsworth, Bistra Dilkina, Heather B. Jackson, Kailin Kroetz, Charles Sims

https://doi.org/10.1111/nrm.70004

Daily associations between sleep quality, stress, and cannabis or alcohol use among veterans

06/01/2025

Drug and Alcohol Dependence

Jordan P. Davis, Shaddy K. Sabba, Daniel Leightley, Eric R. Pedersen, John Prindle, Ben Senator, Bistra Dilkina, Emily Dworkin, Esther Howe, Jonathan Cantor, Angeles Sedano

https://doi.org/10.1016/j.drugalcdep.2025.112661

Encoding and decoding illegal wildlife trade networks reveals key airport characteristics and undetected hotspots

05/23/2025

Nature

Hannah Murray, Meredith Gore, & Bistra Dilkina

https://www.nature.com/articles/s43247-025-02371-5

Forecasting acute childhood malnutrition in Kenya using machine learning and diverse sets of indicators

05/14/2025

PLOS One

Girmaw Abebe Tadesse, Laura Ferguson, Caleb Robinson, Shiphrah Kuria, Herbert Wanyonyi, Samuel Murage, Samuel Mburu, Rahul Dodhia, Juan M. Lavista Ferres, Bistra Dilkina

https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0322959

Exploring predictors of substance use disorder treatment engagement with machine learning: The impact of social determinants of health in the therapeutic landscape

06/08/2024

Journal of Substance Use and Addiction Treatment

David Eddie, John Prindle, Paul Somodi, Isaac Gerstmann, Bistra Dilkina, Shaddy K. Saba, Graham DiGuiseppi, Michael Dennis, Jordan P. Davis

https://www.sciencedirect.com/science/article/abs/pii/S2949875924001474?dgcid=author

Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information

12/14/2023

37th Conference on Neural Information Processing Systems (NeurIPS 2023)

Arman Zharmagambetov, Brandon Amos, Aaron Ferber, Taoan Huang, Bistra Dilkina, Yuandong Tian

https://proceedings.neurips.cc/paper_files/paper/2023/file/574f145eac328cc4aaf9358e27120eb5-Paper-Conference.pdf

Learning Optimal Classification Trees Robust to Distribution Shifts

10/26/2023

Under review at Operations Research

Nathan Justin, Sina Aghaei, Andrés Gómez, Phebe Vayanos

https://arxiv.org/abs/2310.17772

Digital Epidemiological Approaches in HIV Research: a Scoping Methodological Review

11/02/2023

Current HIV/AIDS Reports

Lindsay E. Young, Yuanfeixue Nan, Eugene Jang, & Robin Stevens

https://link.springer.com/article/10.1007/s11904-023-00673-x

Longitudinal Associations between Homelessness and Substance Use: Investigating Demographic Differences for Young Adults in Treatment

10/27/2023

Substance Use & Misuse

Graham T. DiGuiseppi, John Prindle, Eric R. Rice, Jordan P. Davis

https://www.tandfonline.com/doi/abs/10.1080/10826084.2023.2267124

Interdiction of wildlife trafficking supply chains: An analytical approach

10/13/2023

IISE Transactions

Emily C. Griffin, Aaron Ferber, Lucas Lafferty, Burcu B. Keskin, Bistra Dilkina, Meredith Gore

https://doi.org/10.1080/24725854.2023.2255643

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