Clustering based on Kolmogorov–Smirnov statistic with application to bank card transaction data

2021 ◽  
Author(s):  
Yingqiu Zhu ◽  
Qiong Deng ◽  
Danyang Huang ◽  
Bingyi Jing ◽  
Bo Zhang
Keyword(s):  
Transaction Data ◽  
Kolmogorov Smirnov ◽  
Bank Card ◽  
Smirnov Statistic

The distinction machine: Physics journals from the perspective of the Kolmogorov–Smirnov statistic

2019 ◽  
Vol 13 (4) ◽  
pp. 100982
Author(s):  
Yurij L. Katchanov ◽  
Yulia V. Markova ◽  
Natalia A. Shmatko
Keyword(s):  
Kolmogorov Smirnov ◽  
Physics Journals ◽  
Smirnov Statistic

Predicting Aircraft Detectability

1979 ◽  
Vol 21 (3) ◽  
pp. 277-291 ◽  
Author(s):  
Akerman Alexander ◽  
Robert E. Kinzly
Keyword(s):  
Field Tests ◽  
Contrast Threshold ◽  
Large Set ◽  
Threshold Data ◽  
Detection Probabilities ◽  
Model Predictions ◽  
Kolmogorov Smirnov ◽  
Aircraft Detection ◽  
Parameter Estimation Techniques ◽  
Smirnov Statistic

A visual search model, VIDEM, has been formulated for predicting the detectability of a single, unknown target in an unstructured surround. The intended application is aircraft detection. The model consists of four components: a liminal contrast threshold, a frequency-of-seeing curve, a soft shell search representation, and discrete cumulation of single glimpse detection probabilities. The formulation was developed by registering five existing models against three controlled search experiments. The five models used represent all appropriate laboratory threshold data, including those of Blackwell, Lamar, Sloan, and Taylor. The search experiments included a large set of aircraft field tests, with precise photometric target measurements correlated to the detection events. The model registrations were done using nonlinear parameter estimation techniques and by comparing model predictions to actual event cumulatives with the Kolmogorov-Smirnov statistic. The resultant VIDEM model is a derivative of Sloan's data, cast into the popular visual lobe equations of Lamar.

Kolmogorov-Smirnov statistic and its application in library design

2000 ◽  
Vol 18 (4-5) ◽  
pp. 368-382 ◽  
Author(s):  
Dmitrii N Rassokhin ◽  
Dimitris K Agrafiotis
Keyword(s):  
Library Design ◽  
Kolmogorov Smirnov ◽  
Smirnov Statistic
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