Incorporating Detractors into SVM Classification. - Marcin Orchel (ICMMI, 2009)

Support Vector Regression with A Priori Knowledge Used in Order Execution Strategies Based on VWAP. - Marcin Orchel (ADMA (2), 2011)

Incorporating a Priori Knowledge from Detractor Points into Support Vector Classification. - Marcin Orchel (ICANNGA (2), 2011)

Regression Based on Support Vector Classification. - Marcin Orchel (ICANNGA (2), 2011)

Support Vector Regression as a Classification Problem with a Priori Knowledge in the Form of Detractors. - Marcin Orchel (ICMMI, 2011)

Support vector regression based on data shifting. - Marcin Orchel (Neurocomputing, 2012)

Balanced Support Vector Regression. - Marcin Orchel (ICAISC, 2015)

Solving classification problems by knowledge sets. - Marcin Orchel (Neurocomputing, 2015)

Clustering by support vector manifold learning. - Marcin Orchel (IJCNN, 2017)

Knowledge-Uncertainty Axiomatized Framework with Support Vector Machines for Sparse Hyperparameter Optimization. - Marcin Orchel (IJCNN, 2018)

Axiomatic Kernels on Graphs for Support Vector Machines. - Marcin Orchel; Johan A. K. Suykens (ICANN (Workshop), 2019)

Fast Hyperparameter Tuning for Support Vector Machines with Stochastic Gradient Descent. - Marcin Orchel; Johan A. K. Suykens (LOD (2), 2020)

Improved Update Rule and Sampling of Stochastic Gradient Descent with Extreme Early Stopping for Support Vector Machines. - Marcin Orchel; Johan A. K. Suykens (LOD, 2021)