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Selection of Neural Network for Crime Time Series Prediction by Virtual Leave-One-Out Tests

Contributions to Statistics - Theory and Applications of Time Series Analysis ◽

10.1007/978-3-030-26036-1_9 ◽

2019 ◽

pp. 117-133

Author(s):

Stanisław Jankowski ◽

Zbigniew Szymański ◽

Zbigniew Wawrzyniak ◽

Paweł Cichosz ◽

Eliza Szczechla ◽

...

Keyword(s):

Neural Network ◽

Time Series ◽

Time Series Prediction ◽

Virtual Leave One Out ◽

Leave One Out ◽

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Structural optimization of least-squares support vector classifier based on virtual leave-one-out residuals

10.1117/12.839616 ◽

2009 ◽

Author(s):

Stanislaw Jankowski ◽

Zbigniew Szymański

Keyword(s):

Structural Optimization ◽

Least Squares ◽

Support Vector ◽

Support Vector Classifier ◽

Virtual Leave One Out ◽

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Semi-Supervised Least-Squares Support Vector Classifier based on Virtual Leave One Out Residuals

Proceedings of the 9th International Workshop on Pattern Recognition in Information Systems ◽

10.5220/0002196400710080 ◽

2009 ◽

Keyword(s):

Least Squares ◽

Support Vector ◽

Support Vector Classifier ◽

Virtual Leave One Out ◽

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Pareto selection of neural network approximation subject to virtual leave-one-out criteria and application to defect centers identification in semi-insulating materials

10.1117/12.674865 ◽

2006 ◽

Author(s):

Stanislaw Jankowski ◽

Maciej Ojczyk

Keyword(s):

Neural Network ◽

Insulating Materials ◽

Defect Centers ◽

Virtual Leave One Out ◽

Leave One Out ◽

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