| Incorporating Detractors into SVM Classification M Orchel Man-Machine Interactions 59, 361-369, 2009 | 22 | 2009 |
| Regression Based on Support Vector Classification M Orchel Adaptive and Natural Computing Algorithms 6594, 353-362, 2011 | 20 | 2011 |
| Incorporating a Priori Knowledge from Detractor Points into Support Vector Classification M Orchel Adaptive and Natural Computing Algorithms 6594, 332-341, 2011 | 17* | 2011 |
| Support Vector Regression as a Classification Problem with a Priori Knowledge in the Form of Detractors M Orchel Man-Machine Interactions 2 103, 351-358, 2011 | 15 | 2011 |
| Support Vector Regression with A Priori Knowledge Used in Order Execution Strategies Based on VWAP M Orchel Advanced Data Mining and Applications 7121, 318-331, 2011 | 9 | 2011 |
| Support Vector Machines: Sequential Multidimensional Subsolver (SMS) M Orchel Signal Processing Algorithms, Architectures, Arrangements and Applications …, 2007 | 9 | 2007 |
| Support vector regression based on data shifting M Orchel Neurocomputing 96, 2-11, 2012 | 8 | 2012 |
| Support vector machines: heuristic of alternatives M Orchel Photonics Applications in Astronomy, Communications, Industry, and High …, 2007 | 7 | 2007 |
| Solving classification problems by knowledge sets M Orchel Neurocomputing, 2015 | 4 | 2015 |
| Incorporating Prior Knowledge into SVM Algorithms in Analysis of Multidimensional Data M Orchel AGH University of Science and Technology, 2013 | 2 | 2013 |
| Fast hyperparameter tuning for support vector machines with stochastic gradient descent M Orchel, JAK Suykens Machine Learning, Optimization, and Data Science: 6th International …, 2020 | 1 | 2020 |
| Knowledge-uncertainty axiomatized framework with support vector machines for sparse hyperparameter optimization M Orchel 2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018 | 1 | 2018 |
| Clustering by support vector manifold learning M Orchel 2017 International Joint Conference on Neural Networks (IJCNN), 1087-1094, 2017 | 1 | 2017 |
| Klasyfikacja danych wielowymiarowych algorytmami SVM M Orchel Akademia Górniczo-Hutnicza, Kraków, 2005 | 1 | 2005 |
| Axiomatic Kernels on Graphs for Support Vector Machines M Orchel, JAK Suykens Artificial Neural Networks and Machine Learning–ICANN 2019: Workshop and …, 2019 | | 2019 |
| Balanced Support Vector Regression M Orchel Artificial Intelligence and Soft Computing: 14th International Conference …, 2015 | | 2015 |
