Rapid detection of hot-spots via tensor decomposition with applications to crime rate data

Mathematics

• Hot Spot 100%
• Tensor Decomposition 98%
• Shrinkage 76%
• Control Charts 35%
• Spatio-temporal Data 26%
• Three-step Methods 25%
• Scan Statistic 24%
• Operator 23%
• Denoising 21%
• Statistical Process Control 21%
• Random Noise 21%
• Real-world Applications 21%
• Thresholding 20%
• Additive Models 20%
• Cumulative Sum 20%
• Recursive Algorithm 19%
• Anomaly 19%
• Monitor 19%
• Dimension Reduction 19%
• Multivariate Data 18%
• Optimization Algorithm 18%
• Sparsity 17%
• Monitoring 17%
• Model 16%
• Penalty 15%
• Numerical Simulation 12%
• Simulation Study 12%
• Demonstrate 10%
• Framework 9%
• Estimate 7%

Business & Economics

• Crime Rates 91%
• Shrinkage 89%
• Decomposition 74%
• Operator 45%
• Control Charts 40%
• Dimension Reduction 32%
• Additive Models 22%
• Cumulative Sum 22%
• Statistical Process Control 21%
• Decomposition Method 20%
• Numerical Simulation 17%
• Anomaly 16%
• Simulation Study 16%
• Penalty 15%
• Usefulness 13%
• Statistics 12%
• Monitoring 12%