Regression Method Based on SVM Classification and Its Application in Influence Prediction of a Liberalism Case in International Law

  • Gang Wu
  • Jinyan Chenggeng
Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 191)


For non-linear problem, the forecasting technique of pre—classification and later regression was proposed, based on the classification approach of Support Vector Machine(SVM). Compared with other forecasting techniques and their forecasting results, this algorithm outperforms others in influence prediction of a liberalism case in international law.


Support Vector Machine (SVM) Classification Regression Liberalism influence international law 


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  1. 1.
    Kegley Jr., C.W., Wittkopf, E.R.: World Politics: Trend and Transformation. Beijing University Press, Beijing (2004)Google Scholar
  2. 2.
    Mearsheimer, J.J.: Realism, the Real World, and the Academy. In: Brecher, M., Harvey, F. (eds.) Rea-Inst. LNCS, pp. 23–33. The University of Michigan Press, Ann Arbor (2002)Google Scholar
  3. 3.
    Kegley Jr., C.W.: The Neoliberal Challenge to Realist Theories of World Politics: An Introduction. In: Contro-Inter-Rel-Theo. LNCS, St. Martin’s Press, New York (1995)Google Scholar
  4. 4.
    Levy, J.S.: The Causes of War: A Review of Theories and Evidence. In: Tetlock, P.E., Husbands, J.L., Jervis, R., Stern, P.C., Tilly, C. (eds.) Beha-Soci-Nucl-War. LNCS, vol. I, Oxford University Press, New York (2001)Google Scholar
  5. 5.
    Bruce, B., Siverson, R.M., Woller, B.: War and the Fate of Regimes: A Comparative Analysis. J. Ame. Poli. Sci. Rev. 86, 638–646 (1992) Google Scholar
  6. 6.
    Writon, W.B.: The Twilight of Sovereignty. Charles Scribner’s Sons, New York (1992) Google Scholar
  7. 7.
    Fukuyama, F.: The Beginning of Foreign Policy. J. New Rep. 207, 24–32 (1992) Google Scholar
  8. 8.
    Morgenthau, H.J.: Politics Among Nations: The Struggle for Power and Peace, 6th edn. Alfred A. Knopf, New York (1985)Google Scholar
  9. 9.
    Bull, H.: The Anarchical Society. Columbia University Press, New York (1977) Google Scholar
  10. 10.
    Nye Jr., J.S.: Understanding International Conflicts: An Introduction to Theory and History. Beijing University Press, Beijing (2004) Google Scholar
  11. 11.
    Starr, H.: International Law and International Order. In: Kegley Jr., C.W. (ed.) Contro-Inter-Rel-Theo. LNCS. St. Martin’s Press, New York (1995) Google Scholar
  12. 12.
    Coplin, W.D.: The Functions of International Law. Rand McNally, Chicago (1966)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2013

Authors and Affiliations

  1. 1.Tianjin Radio and TV UniversityTianjinChina
  2. 2.Tianjin Foreign Studies UniversityTianjinChina

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