Leon Bobrowski

Publication Activity (10 Years)

Years Active: 1984-2024
Publications (10 Years): 23

Top Topics

Spatial Patterns

Data Aggregation

Top Venues

J. Inf. Telecommun.

Publications

Leon Bobrowski
Regularization in Formal Neurons. EANN (2024)
Leon Bobrowski
Complex Layers of Ranked Prognostic Models. ICCCI (2023)
Leon Bobrowski
Balancing High-Dimensional Datasets with Complex Layers. EANN (2023)
Leon Bobrowski, Pawel Zabielski
Classification model with collinear grouping of features. J. Inf. Telecommun. 7 (1) (2023)
Leon Bobrowski
Collinear Data Structures and Interaction Models. ICCCI (2022)
Leon Bobrowski
Complex Layers of Formal Neurons. EANN (2022)
Leon Bobrowski, Pawel Zabielski
Feature (Gene) Clustering with Collinearity Models. ICCCI (2021)
Leon Bobrowski, Tomasz Lukaszuk
Repeatable Functionalities in Complex Layers of Formal Neurons. EANN (2021)
Leon Bobrowski, Pawel Zabielski
Basis exchange and learning algorithms for extracting collinear patterns. J. Inf. Telecommun. 5 (3) (2021)
Leon Bobrowski
Margins. ACIIDS (2021)
Leon Bobrowski, Tomasz Lukaszuk
Margin from a Small Number of High-Dimensional Vectors. ACIIDS (2) (2020)
Leon Bobrowski
Small Samples of Multidimensional Feature Vectors. ICCCI (CCIS Volume) (2020)
Leon Bobrowski, Tomasz Lukaszuk
Feature (Gene) Selection in Linear Homogeneous Cuts. IWBBIO (2) (2019)
Leon Bobrowski, Magdalena Topczewska
Separable Data Aggregation by Layers of Binary Classifiers. ACIIDS (1) (2019)
Leon Bobrowski
Local Models of Interaction on Collinear Patterns. ICCCI (1) (2019)
Leon Bobrowski
Collinearity Models in the Eigenvalue Problem. ACIIDS (1) (2018)
Leon Bobrowski, Pawel Zabielski
Models of Multiple Interactions from Collinear Patterns. IWBBIO (1) (2018)
Leon Bobrowski, Magdalena Topczewska
Dipolar Data Aggregation in the Context of Deep Learning. ICANN (3) (2018)
Leon Bobrowski, Pawel Zabielski
Basis exchange and learning algorithms for extracting collinear patterns. J. Inf. Telecommun. 2 (1) (2018)
Leon Bobrowski
Dipolar Data Integration Through Univariate, Binary Classifiers. ICCCI (1) (2017)
Leon Bobrowski
Biclustering Based on Collinear Patterns. IWBBIO (1) (2017)
Leon Bobrowski, Pawel Zabielski
Learning Algorithms Aimed at Collinear Patterns. ACIIDS (2) (2016)
Leon Bobrowski
Decision Rules with Collinearity Models. KES-IDT (1) (2016)
Leon Bobrowski, Magdalena Topczewska
Linearizing layers of radial binary classifiers with movable centers. Pattern Anal. Appl. 18 (4) (2015)
Leon Bobrowski
Discovering Main Vertexical Planes in a Multivariate Data Space by Using CPL Functions. ICDM (2014)
Leon Bobrowski
CPL Criterion Functions and Learning Algorithms Linked to the Linear Separability Concept. EANN (1) (2013)
Leon Bobrowski, Magdalena Topczewska
Separable Linearization of Learning Sets by Ranked Layer of Radial Binary Classifiers. CORES (2013)
Leon Bobrowski
Designing Prognostic Models by Reinforcing Linear Separation. EFMI-STC (2013)
Leon Bobrowski
Class Separating Measures of Similarity for the CBR Scheme. ICDM (Workshops) (2012)
Leon Bobrowski
Dipolar Designing Layers of Formal Neurons. EANN (2012)
Leon Bobrowski, Tomasz Lukaszuk
Prognostic Modeling with High Dimensional and Censored Data. ICDM (2012)
Leon Bobrowski
Prognostic Models Based on Linear Separability. ICDM (2011)
Leon Bobrowski
Induction of Linear Separability through the Ranked Layers of Binary Classifiers. EANN/AIAI (1) (2011)
Leon Bobrowski
CPL Clustering Based on Linear Dependencies. Simul. Notes Eur. 20 (3-4) (2010)
Leon Bobrowski
Selection of High Risk Patients with Ranked Models Based on the CPL Criterion Functions. ICDM (2010)
Leon Bobrowski
Ranked linear models and sequential patterns recognition. Pattern Anal. Appl. 12 (1) (2009)
Leon Bobrowski
CPLClustering with Feature Costs. ICDM (2008)
Leon Bobrowski, Ralph C. Huntsinger
Exploring the linearity of models on the basis of ranked data. SCSC (2007)
Leon Bobrowski
Ranked patterns and structular linearisation of data sets. ICDM (Posters) (2006)
Leon Bobrowski
Multichannel Data Aggregation by Layers of Formal Neurons. ICAISC (2006)
Leon Bobrowski
Separable Data Aggregation in Hierarchical Networks of Formal Neurons. ICANN (2) (2005)
Leon Bobrowski
Linear Ranked Regression - Designing Principles. CORES (2005)
Leon Bobrowski
Criterion Functions. MLDM (2005)
Leon Bobrowski, Tomasz Lukaszuk
Selection of the Linearly Separable Feature Subsets. ICAISC (2004)
Malgorzata Kretowska, Leon Bobrowski
Artificial Neural Networks in Identifying Areas with Homogeneous Survival Time. ICAISC (2004)
Leon Bobrowski, Mariusz Buzun, Karol Przybszewski
Integration of Public Information at the Regional Level - Challenges and Opportunities. EGOV (2004)
Leon Bobrowski, Magdalena Topczewska
Improving the K-NN Classification with the Euclidean Distance Through Linear Data Transformations. ICDM (2004)
Leon Bobrowski, Magdalena Topczewska
Tuning of Diagnosis Support Rules through Visualizing Data Transformations. ISMDA (2003)
Leon Bobrowski, Hanna Wasyluk
Diagnosis Supporting Rules of the Hepar System. MedInfo (2001)
Leon Bobrowski, Marek Kretowski
Induction of Multivariate Decision Trees by Using Dipolar Criteria. PKDD (2000)
Leon Bobrowski, Tomasz Sowinski
Ranked Rules and Data Visualization. PKDD (1998)
Leon Bobrowski
Piecewise-linear classifiers, formal neurons and separability of the learning sets. ICPR (1996)
Leon Bobrowski, Jack Sklansky
Linear classifiers by window training. IEEE Trans. Syst. Man Cybern. 25 (1) (1995)
Leon Bobrowski, Jack Sklansky
Linear classifiers by window training and basis exchange. ICPR (2) (1994)
Leon Bobrowski
Design of piecewise linear classifiers from formal neurons by a basis exchange technique. Pattern Recognit. 24 (9) (1991)
Leon Bobrowski, James C. Bezdek
norms. IEEE Trans. Syst. Man Cybern. 21 (3) (1991)
Leon Bobrowski
Feature selection based on some homogeneity coefficient. ICPR (1988)
Leon Bobrowski
Linear discrimination with symmetrical models. Pattern Recognit. 19 (1) (1986)
Leon Bobrowski, Wojciech Niemiro
A method of synthesis of linear discriminant function in the case of nonseparability. Pattern Recognit. 17 (2) (1984)