3 papers
cs.LG2026
FASE : A Fairness-Aware Spatiotemporal Event Graph Framework for Predictive Policing
Pronob Kumar Barman, Pronoy Kumar Barman, Plaban Kumar Barman +1
Predictive policing systems that allocate patrol resources based solely on predicted crime risk can unintentionally amplify racial disparities through feedback driven data bias. We…
cs.AI2026
CLiGNet: Clinical Label-Interaction Graph Network for Medical Specialty Classification from Clinical Transcriptions
Pronob Kumar Barman, Pronoy Kumar Barman
Automated classification of clinical transcriptions into medical specialties is essential for routing, coding, and clinical decision support, yet prior work on the widely used MTSa…
cs.AI2026
Spatial disparities in simulated patrol detection: a reproducible generative-model audit across Baltimore and Chicago
Pronob Kumar Barman, Pronoy Kumar Barman
Auditing predictive policing requires distinguishing recorded crime incidents, simulated patrol observations, and the demographic characteristics of places. We present a reproducib…