All Stories

  1. Basis exchange and learning algorithms for extracting collinear patterns

    Article • Journal of Information and Telecommunication, September 2017, Taylor & Francis

    Leon Bobrowski

  2. Large Matrices Inversion Using the Basis Exchange Algorithm

    Article • British Journal of Mathematics & Computer Science, January 2017, Sciencedomain International

    Leon Bobrowski

  3. Dipolar Data Integration Through Univariate, Binary Classifiers

    Article • January 2017, Springer Science + Business Media

    Leon Bobrowski

  4. Biclustering Based on Collinear Patterns

    Article • January 2017, Springer Science + Business Media

    Leon Bobrowski

  5. Learning Algorithms Aimed at Collinear Patterns

    Article • January 2016, Springer Science + Business Media

    Leon Bobrowski

  6. Decision Rules with Collinearity Models

    Article • January 2016, Springer Science + Business Media

    Leon Bobrowski

  7. Linearizing layers of radial binary classifiers with movable centers

    Article • Pattern Analysis and Applications, May 2015, Springer Science + Business Media

    Leon Bobrowski

  8. Discovering Main Vertexical Planes in a Multivariate Data Space by Using CPL Functions

    Article • January 2014, Springer Science + Business Media

    Leon Bobrowski

  9. CPL Criterion Functions and Learning Algorithms Linked to the Linear Separability Concept

    Article • January 2013, Springer Science + Business Media

    Leon Bobrowski

  10. Prognostic Modeling with High Dimensional and Censored Data

    Article • January 2012, Springer Science + Business Media

    Dr Tomasz Łukaszuk, Leon Bobrowski

  11. K-Lines Clustering with Convex and Piecewise Linear (CPL) Functions

    Article • IFAC Proceedings Volumes, January 2012, Elsevier

    Leon Bobrowski

  12. Dipolar Designing Layers of Formal Neurons

    Article • January 2012, Springer Science + Business Media

    Leon Bobrowski

  13. Linear Regression Modeling of Interval-censored Survival Times Based on a Convex Piecewise-linear Criterion Function

    Article • Journal of Applied Biomedicine, January 2012, Elsevier

    Leon Bobrowski

  14. Relaxed Linear Separability (RLS) Approach to Feature (Gene) Subset Selection

    Article • October 2011, IntechOpen

    Dr Tomasz Łukaszuk, Leon Bobrowski

  15. Induction of Linear Separability through the Ranked Layers of Binary Classifiers

    Article • January 2011, Springer Science + Business Media

    Leon Bobrowski

  16. Prognostic Models Based on Linear Separability

    Article • January 2011, Springer Science + Business Media

    Leon Bobrowski

  17. Selection of High Risk Patients with Ranked Models Based on the CPL Criterion Functions

    Article • January 2010, Springer Science + Business Media

    Leon Bobrowski

  18. Ranked Modeling of Causal Sequences of Diseases for the Purpose of Early Diagnosis

    Article • January 2009, Springer Science + Business Media

    Dr Tomasz Łukaszuk, Leon Bobrowski

  19. Ranked linear models and sequential patterns recognition

    Article • Pattern Analysis and Applications, November 2007, Springer Science + Business Media

    Leon Bobrowski

  20. Pattern Discovery Through Separable Data Projections

    Article • January 2007, Springer Science + Business Media

    Leon Bobrowski

  21. Multichannel Data Aggregation by Layers of Formal Neurons

    Article • January 2006, Springer Science + Business Media

    Leon Bobrowski

  22. Ranked Modelling with Feature Selection Based on the CPL Criterion Functions

    Article • January 2005, Springer Science + Business Media

    Leon Bobrowski

  23. Selection of the Linearly Separable Feature Subsets

    Article • January 2004, Springer Science + Business Media

    Dr Tomasz Łukaszuk, Leon Bobrowski

  24. Artificial Neural Networks in Identifying Areas with Homogeneous Survival Time

    Article • January 2004, Springer Science + Business Media

    Leon Bobrowski

  25. Integration of Public Information at the Regional Level – Challenges and Opportunities

    Article • January 2004, Springer Science + Business Media

    Leon Bobrowski

  26. Improving the K-NN Classification with the Euclidean Distance Through Linear Data Transformations

    Article • January 2004, Springer Science + Business Media

    Leon Bobrowski

  27. Evaluation of Dipolar Neural Networks in Survival Time Prediction

    Article • January 2003, Springer Science + Business Media

    Leon Bobrowski

  28. Tuning of Diagnosis Support Rules through Visualizing Data Transformations

    Article • January 2003, Springer Science + Business Media

    Leon Bobrowski

  29. Induction of Multivariate Decision Trees by Using Dipolar Criteria

    Article • January 2000, Springer Science + Business Media

    Leon Bobrowski

  30. Ranked rules and data visualization

    Article • January 1998, Springer Science + Business Media

    Leon Bobrowski

  31. Design of piecewise linear classifiers from formal neurons by a basis exchange technique

    Article • Pattern Recognition, January 1991, Elsevier

    Leon Bobrowski

  32. Linear discrimination with symmetrical models

    Article • Pattern Recognition, January 1986, Elsevier

    Leon Bobrowski

  33. Rules of forming receptive fields of formal neurons during unsupervised learning processes

    Article • Biological Cybernetics, January 1982, Springer Science + Business Media

    Leon Bobrowski

  34. Linear Ranked Regression - Designing Principles

    Article • Springer Science + Business Media

    Leon Bobrowski

  35. CPL Clustering with Feature Costs

    Article • Springer Science + Business Media

    Leon Bobrowski