Research map / Video / Video segmentation and tracking
Multi-Type Urban Crime Prediction
Read the paperCheck your idea against 108,967 papers
AI-extracted summary. Written by AI from the paper's title only (no summary yet). Numbers and claims can be wrong or missing context, so check the paper before you cite or build on it.
Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Jointly model cross-type and spatio-temporal correlations | Crime prediction with CCC · NYC, 1-day prediction | RMSE: 0.255 -> 0.223 | Helped |
| Jointly model cross-type and spatio-temporal correlations | Crime prediction with CCC · NYC, 7-day prediction | RMSE: 0.360 -> 0.330 | Helped |
| Jointly model cross-type and spatio-temporal correlations | Crime prediction with CCC · NYC, 1-day prediction | MAE: 0.029 -> 0.021 | Helped |
| Jointly model cross-type and spatio-temporal correlations | Crime prediction with CCC · NYC, 7-day prediction | MAE: 0.042 -> 0.033 | Helped |
| Add cross-type correlation modeling (ablation) | CCC crime prediction · NYC, 1-day and 7-day prediction | RMSE | Helped |
| Add intra-region temporal correlation modeling (ablation) | CCC crime prediction · NYC, 1-day and 7-day prediction | RMSE | Helped |
| Add inter-region spatial correlation modeling (ablation) | CCC crime prediction · NYC, 1-day and 7-day prediction | RMSE | Helped |
| Add shared weight vectors for common features across crime types (ablation) | CCC crime prediction · NYC, 1-day and 7-day prediction | RMSE | Helped |
Closest papers by meaning
- Spatial-Temporal Augmentation for Crime Prediction (Student Abstract) (AAAI 2024 · similarity 0.91)
- Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations (AAAI 2024 · similarity 0.86)
- GeoPro-Net: Learning Interpretable Spatiotemporal Prediction Models Through Statistically-Guided Geo-Prototyping (AAAI 2025 · similarity 0.82)
- Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction (AAAI 2025 · similarity 0.79)
- Causal Spatio-Temporal Prediction: An Effective and Efficient Multi-Modal Approach (NeurIPS 2025 · similarity 0.79)
- TraffiDent: A Dataset for Understanding the Interplay Between Traffic Dynamics and Incidents (NeurIPS 2025 · similarity 0.79)
Writing a paper in this area? scime draft is a free LaTeX editor with AI included, real-time co-authors and a check of your references and venue rules before you submit. It also imports OpenAI Prism projects.