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Spatio-Temporal Crime HotSpot Detection and Prediction: A Systematic Literature Review
16 references·1 citing·44 second hop
Spatio-Temporal Crime HotSpot Detection and Prediction: A Systematic Literature Review (2020)Spatio-Temporal Crime HotSpot Detection a…A hybrid method of exponential smoothing and recurrent neural networks for time series forecasting (2019)A hybrid method of exponentia…Forecasting Economics and Financial Time Series: ARIMA vs. LSTM (2018)Forecasting Economics and Fin…Crime prediction through urban metrics and statistical learning (2018)Crime prediction through urba…A spatio-temporal kernel density estimation framework for predictive crime hotspot mapping and evaluation (2018)A spatio-temporal kernel dens…The use of predictive analysis in spatiotemporal crime forecasting: Building and testing a model in an urban context (2017)The use of predictive analysi…The application of artificial intelligence in public administration for forecasting high crime risk transportation areas in urban environment (2017)The application of artificial…Environmental Criminology and Crime Analysis (2016)Environmental Criminology and…Crime Rate Inference with Big Data (2016)Crime Rate Inference with Big…Predicting crime using Twitter and kernel density estimation (2014)Predicting crime using Twitte…Once Upon a Crime (2014)Once Upon a CrimeAutomatic Crime Prediction Using Events Extracted from Twitter Posts (2012)Automatic Crime Prediction Us…Seasonal Cycles in Crime, and Their Variability (2011)Seasonal Cycles in Crime, and…Crime Forecasting Using Data Mining Techniques (2011)Crime Forecasting Using Data …A randomized controlled trial of different policing strategies at hot spots of violent crime (2010)A randomized controlled trial…Crime Mapping: Spatial and Temporal Challenges (2009)Crime Mapping: Spatial and Te…Procedures for Performing Systematic Reviews (2004)Procedures for Performing Sys…Artificial intelligence & crime prediction: A systematic literature review (2022)Artificial intelligence & cri…Predicting the Future with Social Media (2010)Twitter mood predicts the stock market (2011)Credibility in Context: An Analysis of Feature Distributions in Twitter (2012)Crime prediction using Twitter sentiment and weather (2015)Opening Closed Regimes: What Was the Role of Social Media During the Arab Spring? (2015)Experimental and Quasi-Experimental Designs for Research (1963)Social Change and Crime Rate Trends: A Routine Activity Approach (1979)Social Change and Crime Rate Trends: A Routine Activity Approach (1979) (2010)Hot spots policing effects on crime (2012)DOES WHAT POLICE DO AT HOT SPOTS MATTER? THE PHILADELPHIA POLICING TACTICS EXPERIMENT* (2014)Hot spots policing of small geographic areas effects on crime (2019)A Computer Movie Simulating Urban Growth in the Detroit Region (1970)Spatial Econometrics: Methods and Models (1988)Local Indicators of Spatial Association—LISA (1995)TESTING FOR TEMPORALLY DIFFERENTIATED RELATIONSHIPS AMONG POTENTIALLY CRIMINOGENIC PLACES AND CENSUS BLOCK STREET ROBBERY COUNTS (2015)Crime, Shame and Reintegration (1989)Understanding individual human mobility patterns (2008)Statistical physics of crime: A review (2014)Measuring objective and subjective well-being: dimensions and data sources (2020)Predicting the Present with Google Trends (2012)Prediction of crime occurrence from multi-modal data using deep learning (2017)Empirical Analysis for Crime Prediction and Forecasting Using Machine Learning and Deep Learning Techniques (2021)Weighted kappa: Nominal scale agreement provision for scaled disagreement or partial credit. (1968)A systematic review of gamification in e-Health (2017)ROSES RepOrting standards for Systematic Evidence Syntheses: pro forma, flow-diagram and descriptive summary of the plan and conduct of environmental systematic reviews and systematic maps (2018)Towards Sustainable Energy: A Systematic Review of Renewable Energy Sources, Technologies, and Public Opinions (2019)Neighborhoods and Violent Crime: A Multilevel Study of Collective Efficacy (1997)DeepCrime (2018)Spatio-temporal crime predictions in smart cities: A data-driven approach and experiments (2019)Crime and Punishment: An Economic Approach (1968)A General Theory of Crime (1990)Growth, innovation, scaling, and the pace of life in cities (2007)Crime Analysis Through Machine Learning (2018)A systematic review of prediction methods for emergency management (2021)Crime Prediction Using Machine Learning and Deep Learning: A Systematic Review and Future Directions (2023)A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction (2017)The forthcoming Artificial Intelligence (AI) revolution: Its impact on society and firms (2017)Statistical and Machine Learning forecasting methods: Concerns and ways forward (2018)N-BEATS: Neural basis expansion analysis for interpretable time series forecasting (2019)Deep Learning for Time Series Forecasting: Tutorial and Literature Survey (2022)M5 accuracy competition: Results, findings, and conclusions (2022)Situational Opportunity Theories of Crime (2017)Predictive policing: not yet, but soon preemptive? (2019)Linking artificial intelligence facilitated academic misconduct to existing prevention frameworks (2023)
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References

  • 2004Procedures for Performing Systematic Reviews5,198 cited
  • 2019A hybrid method of exponential smoothing and recurrent neural networks for time series forecasting766 cited
  • 2014Predicting crime using Twitter and kernel density estimation581 cited
  • 2016Environmental Criminology and Crime Analysis361 cited
  • 2012Automatic Crime Prediction Using Events Extracted from Twitter Posts344 cited
  • 2014Once Upon a Crime251 cited
  • 2010A randomized controlled trial of different policing strategies at hot spots of violent crime240 cited
  • 2009Crime Mapping: Spatial and Temporal Challenges238 cited
  • 2018Crime prediction through urban metrics and statistical learning209 cited
  • 2016Crime Rate Inference with Big Data199 cited
  • 2011Seasonal Cycles in Crime, and Their Variability198 cited
  • 2018Forecasting Economics and Financial Time Series: ARIMA vs. LSTM183 cited
  • 2018A spatio-temporal kernel density estimation framework for predictive crime hotspot mapping and evaluation181 cited
  • 2011Crime Forecasting Using Data Mining Techniques148 cited
  • 2017The use of predictive analysis in spatiotemporal crime forecasting: Building and testing a model in an urban context

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146 cited
  • 2017The application of artificial intelligence in public administration for forecasting high crime risk transportation areas in urban environment139 cited
  • Cited by

    • 2022Artificial intelligence & crime prediction: A systematic literature review107 cited