Fuzzy Sets for Modeling Interstate Conflict
作者： Tshilidzi Marwala , Monica Lagazio
DOI: 10.1007/978-0-85729-790-7_6
关键词: Fuzzy set 、 Conflict management 、 Membership function 、 Transparency (graphic) 、 Artificial intelligence 、 Computer science 、 Machine learning 、 Fuzzy logic 、 Interpretation (logic) 、 Fuzzy rule 、 Support vector machine
摘要: This chapter investigates the level of transparency Takagi-Sugeno neuro-fuzzy model and support vector machines by applying them to conflict management, an application which is concerned with causal interpretations results. The data set used in this investigation militarized interstate disputes dataset obtained from Correlates War (COW) project. In chapter, a machine trained predict conflict. Knowledge extracted interpreting model’s fuzzy rules their outcomes. It found that offers some helps understanding management. was compared it even though shows marginal advantage over terms predictive capacity, allows for linguistics interpretation.
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Keith Devlin, The Joy of Sets Springer New York. ,(1993) , 10.1007/978-1-4612-0903-4
J. Cano-Izquierdo, M. Almonacid, J.J. Ibarrola, Brief paper: Applying neuro-fuzzy model dFasArt in control systems Engineering Applications of Artificial Intelligence. ,vol. 23, pp. 1053- 1063 ,(2010) , 10.1016/J.ENGAPPAI.2010.06.010
Constantin von Altrock, Fuzzy Logic and Neurofuzzy Applications Explained ,(1995)
Hiromi Hagiwara, Akira Mita, Structural health monitoring system using Support Vector Machine Advances in Building Technology. pp. 481- 488 ,(2002) , 10.1016/B978-008044100-9/50062-0
Fulufhelo V. Nelwamondo, Tshilidzi Marwala, Unathi Mahola, EARLY CLASSIFICATIONS OF BEARING FAULTS USING HIDDEN MARKOV MODELS, GAUSSIAN MIXTURE MODELS, MEL-FREQUENCY CEPSTRAL COEFFICIENTS AND FRACTALS ,(2006)
Phillip E. Johnson, A history of set theory Prindle, Weber & Schmidt. ,(1972)
Jorge E. Hurtado, Relevance of support vector machines for stochastic mechanics Computational Fluid and Solid Mechanics 2003#R##N#Proceedings Second MIT Conference on Compurational Fluid and Solid Mechanics June 17–20, 2003. pp. 2298- 2301 ,(2003) , 10.1016/B978-008044046-0.50564-9
Vilém Novák, Fuzzy sets and their applications ,(1989)
Joseph Y. Halpern, Reasoning about Uncertainty ,(2003)