Crime prediction paper lists

Title Type Venue Code Year
0 Crime Rate Inference with Big Data Crime Rate Inference 📝KDD 2016
1 Modeling Temporal-Spatial Correlations for Crime Prediction Crime Prediction 📝CIKM 2017
3 Non-Stationary Model for Crime Rate Inference Using Modern Urban Data Crime Rate Inference 📝IEEE TBD 2017
4 DeepCrime: Attentive Hierarchical Recurrent Networks for Crime Prediction Crime Prediction 📝CIKM 2018
5 An Integrated Model for Crime Prediction Using Temporal and Spatial Factors Crime Prediction 📝ICDM 2018
6 Crime in Urban Areas: A Data Mining Perspective Crime Prediction 📝ICDM 2018
7 Neural Network based Continuous Conditional Random Field for Fine-grained Crime Prediction Crime Prediction 📝IJCAI 2019
8 Deep Mixture Point Processes: Spatio-temporal Event Prediction with Rich Contextual Information Crime Prediction 📝KDD 2019
9 MiST: A Multiview and Multimodal Spatial-Temporal Learning Framework for Citywide Abnormal Event Forecasting Crime Prediction 📝KDD 2019
10 Modelling Regional Crime Risk using Directed Graph of Check-ins Crime; Human Mobility 📝CIKM 2020
11 Hierarchically Structured Transformer Networks for Fine-Grained Spatial Event Forecasting Crime Prediction 📝WWW 2020
12 Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction Crime Prediction 📝CIKM 2021
13 Crime Prediction with Graph Neural Networks and Multivariate Normal Distributions Crime Prediction 📝ARXIV 2021
14 Multi-type Urban Crime Prediction Crime Prediction 📝AAAI 2022
15 Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction Crime Prediction 📝ICDM Code 2022
16 Spatial-Temporal Meta-path Guided Explainable Crime Prediction Crime Prediction 📝ARXIV 2022