| 2024 | EANN | Feature Selection with L | Leon Bobrowski |
| 2024 | ICCCI | High Learning Hierarchical Neural Networks. | Leon Bobrowski |
| 2023 | EANN | Balancing High-Dimensional Datasets with Complex Layers. | Leon Bobrowski |
| 2023 | ICCCI | Complex Layers of Ranked Prognostic Models. | Leon Bobrowski |
| 2022 | EANN | Complex Layers of Formal Neurons. | Leon Bobrowski |
| 2022 | ICCCI | Collinear Data Structures and Interaction Models. | Leon Bobrowski |
| 2021 | ACIIDS | Complexes of Low Dimensional Linear Classifiers with L | Leon Bobrowski |
| 2021 | EANN | Repeatable Functionalities in Complex Layers of Formal Neurons. | Leon Bobrowski, Tomasz Lukaszuk |
| 2021 | ICCCI | Feature (Gene) Clustering with Collinearity Models. | Leon Bobrowski, Pawel Zabielski |
| 2020 | ACIIDS | Linear Classifiers with the L | Leon Bobrowski, Tomasz Lukaszuk |
| 2020 | ICCCI | Small Samples of Multidimensional Feature Vectors. | Leon Bobrowski |
| 2019 | ACIIDS | Separable Data Aggregation by Layers of Binary Classifiers. | Leon Bobrowski, Magdalena Topczewska |
| 2019 | ICCCI | Local Models of Interaction on Collinear Patterns. | Leon Bobrowski |
| 2018 | ACIIDS | Collinearity Models in the Eigenvalue Problem. | Leon Bobrowski |
| 2018 | ICANN | Dipolar Data Aggregation in the Context of Deep Learning. | Leon Bobrowski, Magdalena Topczewska |
| 2017 | ICCCI | Dipolar Data Integration Through Univariate, Binary Classifiers. | Leon Bobrowski |
| 2016 | ACIIDS | Learning Algorithms Aimed at Collinear Patterns. | Leon Bobrowski, Pawel Zabielski |
| 2013 | EANN | CPL Criterion Functions and Learning Algorithms Linked to the Linear Separability Concept. | Leon Bobrowski |
| 2012 | EANN | Dipolar Designing Layers of Formal Neurons. | Leon Bobrowski |
| 2006 | ICAISC | Multichannel Data Aggregation by Layers of Formal Neurons. | Leon Bobrowski |
| 2005 | ICANN | Separable Data Aggregation in Hierarchical Networks of Formal Neurons. | Leon Bobrowski |
| 2004 | ICAISC | Selection of the Linearly Separable Feature Subsets. | Leon Bobrowski, Tomasz Lukaszuk |
| 2004 | ICAISC | Artificial Neural Networks in Identifying Areas with Homogeneous Survival Time. | Malgorzata Kretowska, Leon Bobrowski |
| 1996 | ICPR | Piecewise-linear classifiers, formal neurons and separability of the learning sets. | Leon Bobrowski |
| 1994 | ICPR | Linear classifiers by window training and basis exchange. | Leon Bobrowski, Jack Sklansky |
| 1988 | ICPR | Feature selection based on some homogeneity coefficient. | Leon Bobrowski |