Editorial Board
Leon Bobrowski
Bialystok University of Technology, Faculty of Computer Science, Bialystok · Poland
Editorial leadership for Journal of Systems Biology
Research interests
- Data Analysis
- Statistical Analysis
- Algorithms
- Statistics
- Regression Analysis
- Data Mining
- Multivariate Data Analysis
- Multivariate Analysis
- Probability Theory
Biography
Publications:
- To024combination of Genotype and Phenotype Features as Predictors of Inflammation, Cardiovascular Disease and Protein Energy Wasting in Patients with Chronic Kidney Diseases.
- Selection of Genetic and Phenotypic Features Associated with Inflammatory Status of Patients on Dialysis Using Relaxed Linear Separability Method.
- Diagnosis supporting rules of the Hepar system.
- c-means clustering with the ll and l∞ norms.
- HEPAR: Computer system for di-agnosis support and data analysis.
- Induction of Multivariate Decision Trees by Using Dipolar Criteria.
- Feature selection based on linear separability and a CPL criterion function.
- Artificial Neural Networks in Identifying Areas with Homogeneous Survival Time.
- Selection of the Linearly Separable Feature Subsets.
- Relaxed Linear Separability (RLS) Approach to Feature (Gene) Subset Selection.
Selected publications
- Complexes of Low Dimensional Linear Classifiers with L1 Margins 2021 cited 6×
- Complex Layers of Formal Neurons 2022 cited 4×
- Small Samples of Multidimensional Feature Vectors 2020 cited 4×
- Repeatable Functionalities in Complex Layers of Formal Neurons 2021 cited 2×
- Classification model with collinear grouping of features 2022 cited 2×
- Feature (Gene) Clustering with Collinearity Models 2021 cited 2×
Ranked by citation impact (Crossref) where available, newest otherwise · verified via ORCID.
Considering JSB for your work?
This journal is guided by Leon Bobrowski (Bialystok University of Technology, Faculty of Computer Science, Bialystok) and a peer-review board of practising researchers. Open access, author-retained copyright (CC BY), and a clear editorial process.