Leon Bobrowski

62 papers A* 6B 6C 6Misc 3Journal 11Unranked 28
YearRankTypeTitle / Venue / Authors
2024 C conf
Feature Selection with L
EANN
Leon Bobrowski
2024 — conf
High Learning Hierarchical Neural Networks.
ICCCI (2)
Leon Bobrowski
2023 C conf
Balancing High-Dimensional Datasets with Complex Layers.
EANN
Leon Bobrowski
2023 J jnl
Classification model with collinear grouping of features.
J. Inf. Telecommun.
Leon Bobrowski, Pawel Zabielski
2023 B conf
Complex Layers of Ranked Prognostic Models.
ICCCI
Leon Bobrowski
2022 B conf
Collinear Data Structures and Interaction Models.
ICCCI
Leon Bobrowski
2022 C conf
Complex Layers of Formal Neurons.
EANN
Leon Bobrowski
2021 J jnl
Basis exchange and learning algorithms for extracting collinear patterns.
J. Inf. Telecommun.
Leon Bobrowski, Pawel Zabielski
2021 B conf
Complexes of Low Dimensional Linear Classifiers with L
ACIIDS
Leon Bobrowski
2021 B conf
Feature (Gene) Clustering with Collinearity Models.
ICCCI
Leon Bobrowski, Pawel Zabielski
2021 C conf
Repeatable Functionalities in Complex Layers of Formal Neurons.
EANN
Leon Bobrowski, Tomasz Lukaszuk
2020 — conf
Linear Classifiers with the L
ACIIDS (2)
Leon Bobrowski, Tomasz Lukaszuk
2020 — conf
Small Samples of Multidimensional Feature Vectors.
ICCCI (CCIS Volume)
Leon Bobrowski
2019 — conf
Feature (Gene) Selection in Linear Homogeneous Cuts.
IWBBIO (2)
Leon Bobrowski, Tomasz Lukaszuk
2019 — conf
Local Models of Interaction on Collinear Patterns.
ICCCI (1)
Leon Bobrowski
2019 — conf
Separable Data Aggregation by Layers of Binary Classifiers.
ACIIDS (1)
Leon Bobrowski, Magdalena Topczewska
2018 J jnl
Basis exchange and learning algorithms for extracting collinear patterns.
J. Inf. Telecommun.
Leon Bobrowski, Pawel Zabielski
2018 — conf
Collinearity Models in the Eigenvalue Problem.
ACIIDS (1)
Leon Bobrowski
2018 — conf
Dipolar Data Aggregation in the Context of Deep Learning.
ICANN (3)
Leon Bobrowski, Magdalena Topczewska
2018 — conf
Models of Multiple Interactions from Collinear Patterns.
IWBBIO (1)
Leon Bobrowski, Pawel Zabielski
2017 — conf
Biclustering Based on Collinear Patterns.
IWBBIO (1)
Leon Bobrowski
2017 — conf
Dipolar Data Integration Through Univariate, Binary Classifiers.
ICCCI (1)
Leon Bobrowski
2016 — conf
Decision Rules with Collinearity Models.
KES-IDT (1)
Leon Bobrowski
2016 — conf
Learning Algorithms Aimed at Collinear Patterns.
ACIIDS (2)
Leon Bobrowski, Pawel Zabielski
2015 J jnl
Linearizing layers of radial binary classifiers with movable centers.
Pattern Anal. Appl.
Leon Bobrowski, Magdalena Topczewska
2014 A* conf
Discovering Main Vertexical Planes in a Multivariate Data Space by Using CPL Functions.
ICDM
Leon Bobrowski
2013 — conf
CPL Criterion Functions and Learning Algorithms Linked to the Linear Separability Concept.
EANN (1)
Leon Bobrowski
2013 — conf
Designing Prognostic Models by Reinforcing Linear Separation.
EFMI-STC
Leon Bobrowski
2013 — conf
Separable Linearization of Learning Sets by Ranked Layer of Radial Binary Classifiers.
CORES
Leon Bobrowski, Magdalena Topczewska
2012 — conf
Class Separating Measures of Similarity for the CBR Scheme.
ICDM (Workshops)
Leon Bobrowski
2012 C conf
Dipolar Designing Layers of Formal Neurons.
EANN
Leon Bobrowski
2012 A* conf
Prognostic Modeling with High Dimensional and Censored Data.
ICDM
Leon Bobrowski, Tomasz Lukaszuk
2011 C conf
Induction of Linear Separability through the Ranked Layers of Binary Classifiers.
EANN
Leon Bobrowski
2011 A* conf
Prognostic Models Based on Linear Separability.
ICDM
Leon Bobrowski
2010 J jnl
CPL Clustering Based on Linear Dependencies.
Simul. Notes Eur.
Leon Bobrowski
2010 A* conf
Selection of High Risk Patients with Ranked Models Based on the CPL Criterion Functions.
ICDM
Leon Bobrowski
2009 J jnl
Ranked linear models and sequential patterns recognition.
Pattern Anal. Appl.
Leon Bobrowski
2008 A* conf
CPLClustering with Feature Costs.
ICDM
Leon Bobrowski
2008 — ch.
Induction of Similarity Measures for Case Based Reasoning Through Separable Data Transformations.
Case-Based Reasoning on Images and Signals
Leon Bobrowski, Magdalena Topczewska
2008 — ch.
Pattern Discovery Through Separable Data Projections.
Computer Recognition Systems 2
Leon Bobrowski, Volodymir Mashtalir, Magdalena Topczewska
2007 — conf
Exploring the linearity of models on the basis of ranked data.
SCSC
Leon Bobrowski, Ralph C. Huntsinger
2006 Misc conf
Multichannel Data Aggregation by Layers of Formal Neurons.
ICAISC
Leon Bobrowski
2006 — conf
Ranked patterns and structular linearisation of data sets.
ICDM (Posters)
Leon Bobrowski
2005 — conf
Linear Ranked Regression - Designing Principles.
CORES
Leon Bobrowski
2005 — conf
Ranked Modelling with Feature Selection Based on the
MLDM
Leon Bobrowski
2005 — conf
Separable Data Aggregation in Hierarchical Networks of Formal Neurons.
ICANN (2)
Leon Bobrowski
2004 Misc conf
Artificial Neural Networks in Identifying Areas with Homogeneous Survival Time.
ICAISC
Malgorzata Kretowska, Leon Bobrowski
2004 A* conf
Improving the K-NN Classification with the Euclidean Distance Through Linear Data Transformations.
ICDM
Leon Bobrowski, Magdalena Topczewska
2004 — conf
Integration of Public Information at the Regional Level - Challenges and Opportunities.
EGOV
Leon Bobrowski, Mariusz Buzun, Karol Przybszewski
2004 Misc conf
Selection of the Linearly Separable Feature Subsets.
ICAISC
Leon Bobrowski, Tomasz Lukaszuk
2003 — conf
Tuning of Diagnosis Support Rules through Visualizing Data Transformations.
ISMDA
Leon Bobrowski, Magdalena Topczewska
2001 — conf
Diagnosis Supporting Rules of the Hepar System.
MedInfo
Leon Bobrowski, Hanna Wasyluk
2000 — conf
Induction of Multivariate Decision Trees by Using Dipolar Criteria.
PKDD
Leon Bobrowski, Marek Kretowski
1998 — conf
Ranked Rules and Data Visualization.
PKDD
Leon Bobrowski, Tomasz Sowinski
1996 B conf
Piecewise-linear classifiers, formal neurons and separability of the learning sets.
ICPR
Leon Bobrowski
1995 J jnl
Linear classifiers by window training.
IEEE Trans. Syst. Man Cybern.
Leon Bobrowski, Jack Sklansky
1994 — conf
Linear classifiers by window training and basis exchange.
ICPR (2)
Leon Bobrowski, Jack Sklansky
1991 J jnl
Design of piecewise linear classifiers from formal neurons by a basis exchange technique.
Pattern Recognit.
Leon Bobrowski
1991 J jnl
c-means clustering with the l
IEEE Trans. Syst. Man Cybern.
Leon Bobrowski, James C. Bezdek
1988 B conf
Feature selection based on some homogeneity coefficient.
ICPR
Leon Bobrowski
1986 J jnl
Linear discrimination with symmetrical models.
Pattern Recognit.
Leon Bobrowski
1984 J jnl
A method of synthesis of linear discriminant function in the case of nonseparability.
Pattern Recognit.
Leon Bobrowski, Wojciech Niemiro