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function problem model error algorithm point class vector figure method decision value variable dataset network classification market hyperplane result share example parameter regression solution section space support support vector machines approach energy brand cation constraint theorem classi university machine kernel erasmu weight training nonlinear training data estimation report management attraction market shares optimization system data sets input element clause object penalty extension loss function research theory equation distance predictor variables number proof rotterdam estimate distribution analysis predictor test point x boolean performance technique decision tree interval function f majorization matrix group
10 Most Recent Publications
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Estimating the Market Share Attraction Model using Support Vector Regressions
(Article)
Nalbantov, G.I. Franses, Ph.H.B.F. Groenen, P.J.F. Bioch, J.C. |
2010-09-01
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SVM-Maj: a majorization approach to linear support vector machines with different hinge errors
(Research Paper)
Groenen, P.J.F. Nalbantov, G.I. Bioch, J.C. |
2007-11-01
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Instance-Based penalization techniques for classification
(Research Paper)
Nalbantov, G.I. Bioch, J.C. Groenen, P.J.F. |
2007-01-06
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Estimating the market share attraction model using support vector regressions.
(Research Paper)
Nalbantov, G.I. Franses, Ph.H.B.F. Bioch, J.C. Groenen, P.J.F. |
2007-01-01
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Nearest convex hull classification
(Research Paper)
Nalbantov, G.I. Groenen, P.J.F. Bioch, J.C. |
2006-12-01
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Nonlinear support vector machines through iterative majorization and I-splines
(Research Paper)
Groenen, P.J.F. Bioch, J.C. Nalbantov, G.I. |
2006-07-19
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Classification with support hyperplanes
(Research Paper)
Nalbantov, G.I. Bioch, J.C. Groenen, P.J.F. |
2006-07-19
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Solving and interpreting binary classification problems in marketing with SVMs
(Research Paper)
Bioch, J.C. Groenen, P.J.F. Nalbantov, G.I. |
2005-11-09
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Induction of Ordinal Decision Trees
(Research Paper)
Bioch, J.C. Popova, V. |
2003-02-10
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Monotone Decision Trees and Noisy Data
(Research Paper)
Bioch, J.C. Popova, V. |
2002-06-17
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