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Advances in Quantitative Methods Panel 1: Machine Learning and AI for Crime Analysis
Fri, September 5, 8:00 to 9:15am, Deree | JSB Library, Floor: Main level, JSB Library Conference Room [LCR]Session Submission Type: Paper Session
Subtopic
Chair
Individual Presentations
Applying GPT Models to Extract Criminal Data from Intimate Partner Femicide Court Rulings: Preliminary Results - Sergio Castellanos-Luna, Universidad Loyola Andalucía; Esperanza Garcia-Vergara, Universidad Loyola Andalucia; Javier Pérez-Rodríguez, Universidad de Córdoba
Detecting Intimate Partner Femicide: A Machine Learning and Sensitivity Analysis Perspective - Esperanza Garcia-Vergara, Universidad Loyola Andalucia
Uncovering Bullying Influence Networks and Peer Effects in Chinese Junior High Schools: A High-Dimensional Sparse Machine Learning Approach - Zhong Wang, Hunan University, China; Shiming Hao, Yunnan University; Yan Zhang, Sam Houston State University
Deep Learning for Crime Forecasting: The Role of Mobility at Fine-grained Spatiotemporal Scales - Ariadna Albors Zumel, University of Trento; Michele Tizzoni, University of Trento; Gian Maria Campedelli, University of Trento