Publications by Emil Eirola

2011

5Laura Kainulainen, Yoan Miche, Emil Eirola, Qi Yu, Benoît Frénay, Eric Séverin, and Amaury Lendasse. Ensembles of local linear models for bankruptcy analysis and prediction. Case Studies in Business, Industry and Government Statistics (CSBIGS), 4(2), November 2011.
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2010

4Laura Kainulainen, Qi Yu, Yoan Miche, Emil Eirola, Eric Séverin, and Amaury Lendasse. Ensembles of locally linear models: Application to bankruptcy prediction. In Robert Stahlbock and Sven F. Crone, editors, Proceedings of the 2010 International Conference on Data Mining, pages 280–286. Worldcomp10, July 2010.
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3Yoan Miche, Emil Eirola, Patrick Bas, Olli Simula, Christian Jutten, Amaury Lendasse, and Michel Verleysen. Ensemble modeling with a constrained linear system of leave-one-out outputs. In Michel Verleysen, editor, ESANN2010: 18th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, pages 19–24, Bruges, Belgium, April 28–30 2010. d-side Publications.
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2009

2Emil Eirola. Variable selection with the delta test in theory and practice. Master's thesis, Helsinki University of Technology, November 2009.
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2008

1Emil Eirola, Elia Liitiäinen, Amaury Lendasse, Francesco Corona, and Michel Verleysen. Using the delta test for variable selection. In M. Verleysen, editor, Proceedings of ESANN 2008, European Symposium on Artificial Neural Networks, Bruges (Belgium), pages 25–30. d-side publ. (Evere, Belgium), April 23-25 2008.
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