Fast Support Vector Machine Classification using linear SVMs. - Karina Zapien Arreola; Janis Fehr; Hans Burkhardt (ICPR (3), 2006)

Estimation of tangent planes for neighborhood graph correction. - Karina Zapien Arreola; Gilles Gasso; Stéphane Canu (ESANN, 2007)

Computing and stopping the solution paths for $ nu$-SVR. - Gilles Gasso; Karina Zapien Arreola; Stéphane Canu (ESANN, 2007)

Fast Support Vector Machine Classification of Very Large Datasets. - Janis Fehr; Karina Zapien Arreola; Hans Burkhardt (GfKl, 2007)

Sparsity regularization path for semi-supervised SVM. - Gilles Gasso; Karina Zapien Arreola; Stéphane Canu (ICMLA, 2007)

Smoothness and sparsity tuning for Semi-Supervised SVM. - Gilles Gasso; Karina Zapien Arreola; Stéphane Canu (NATO ASI Mining Massive Data Sets for Security, 2007)

Detecting an interaction between treatment and a continuous covariate: A comparison of two approaches. - Willi Sauerbrei; Patrick Royston; Karina Zapien Arreola (Comput. Stat. Data Anal., 2007)

Regularization path for Ranking SVM. - Karina Zapien Arreola; Thomas Gärtner 001; Gilles Gasso; Stéphane Canu (ESANN, 2008)

Regularization Path Algorithm for Statistical Learning. (Algorithme de Chemin de Régularisation pour l'apprentissage Statistique). - Karina Zapien Arreola (2009)