| 2025 | ICCS | Instance Selection by Fast Local Set Border Selector. | Norbert Jankowski, Mateusz Skarupski |
| 2024 | ICCS | Automatic Kernel Construction During the Neural Network Learning by Modified Fast Singular Value Decomposition. | Norbert Jankowski, Grzegorz Dudek |
| 2022 | ICONIP | A Fast and Efficient Algorithm for Filtering the Training Dataset. | Norbert Jankowski |
| 2021 | ICONIP | Revdbscan and Flexscan - O(nlog n) Clustering Algorithms. | Norbert Jankowski |
| 2020 | IJCNN | O (m log m) instance selection algorithms - RR-DROPs. | Marek Orlinski, Norbert Jankowski |
| 2019 | ICAISC | Fast Algorithm for Prototypes Selection - Trust-Margin Prototypes. | Norbert Jankowski, Marek Orlinski |
| 2018 | ICAISC | Prototype-Based Kernels for Extreme Learning Machines and Radial Basis Function Networks. | Norbert Jankowski |
| 2012 | IJCNN | Make it cheap: Learning with O(nd) complexity. | Wlodzislaw Duch, Norbert Jankowski, Tomasz Maszczyk |
| 2011 | ICONIP | Analysis of Feature Weighting Methods Based on Feature Ranking Methods for Classification. | Norbert Jankowski, Krzysztof Usowicz |
| 2010 | ICAISC | Task Management in Advanced Computational Intelligence System. | Krzysztof Grabczewski, Norbert Jankowski |
| 2010 | ICAISC | Increasing Efficiency of Data Mining Systems by Machine Unification and Double Machine Cache. | Norbert Jankowski, Krzysztof Grabczewski |
| 2008 | ICAISC | Meta-learning with Machine Generators and Complexity Controlled Exploration. | Krzysztof Grabczewski, Norbert Jankowski |
| 2008 | IJCNN | Building meta-learning algorithms basing on search controlled by machine complexity. | Norbert Jankowski, Krzysztof Grabczewski |
| 2007 | CIDM | Versatile and Efficient Meta-Learning Architecture: Knowledge Representation and Management in Computational Intelligence. | Krzysztof Grabczewski, Norbert Jankowski |
| 2007 | CIDM | Handwritten Digit, Recognition Road to Contest victory. | Norbert Jankowski, Krzysztof Grabczewski |
| 2005 | HIS | Feature Selection with Decision Tree Criterion. | Krzysztof Grabczewski, Norbert Jankowski |
| 2005 | HIS | Heterogenous Committees with Competence Analysis. | Norbert Jankowski, Krzysztof Grabczewski |
| 2004 | ICAISC | Comparison of Instance Selection Algorithms II. Results and Comments. | Marek Grochowski, Norbert Jankowski |
| 2004 | ICAISC | Comparison of Instances Seletion Algorithms I. Algorithms Survey. | Norbert Jankowski, Marek Grochowski |
| 2003 | ICANN | Transformations of Symbolic Data for Continuous Data Oriented Models. | Krzysztof Grabczewski, Norbert Jankowski |
| 2003 | IJCNN | Discrete feature weighting & selection algorithm. | Norbert Jankowski |
| 2001 | ESANN | Transfer functions: hidden possibilities for better neural networks. | Wlodzislaw Duch, Norbert Jankowski |
| 2001 | ESANN | Optimal transfer function neural networks. | Norbert Jankowski, Wlodzislaw Duch |
| 2000 | IJCNN | Taxonomy of Neural Transfer Functions. | Wlodzislaw Duch, Norbert Jankowski |
| 1997 | ICANN | Statistical Control of RBF-like Networks for Classification. | Norbert Jankowski, Visakan Kadirkamanathan |