Institute of Information Theory and Automation

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Bibliography

Journal Article

Indicator space configuration for early warning of violent political conflicts by genetic algorithms

Ivanova Petya, Tagarev T. D.

: Annals of Operations Research vol.97, 2 (2000), p. 287-311

: AV0Z1075907

: GA102/99/1564, GA ČR

: genetic algorithms, indicator selection, neural networks

(eng): Recognition of preconflict situations has a powerful potential for early warning of violent political conflicts. This paper focuses on the design and application of artificial neural networks as classifiers of preconflict situations. Achieving a desired level of performance of the neural network relies on the appropriate construction of recognition space (selection of indicators) and the choice of network architecture.

: 12B

: BB

2019-01-07 08:39