Krzysztof Grabczewski

According to our database, Krzysztof Grabczewski authored at least 32 papers between 1996 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2023

Mechanical ventilation settings advisory system Odyn.

Krzysztof Grabczewski, Rafal Adamczak, Marek Grochowski, Michal Joachimiak, Oleksandr Sokolov, Michalina Marta Kolodziejczak, Piotr Kowalski, Katarzyna Sierakowska

Proceedings of the 29th Americas Conference on Information Systems, 2023

2021

Using Result Profiles to Drive Meta-learning.

Krzysztof Grabczewski

Proceedings of the Information Systems, 2021

2014

Meta-Learning in Decision Tree Induction

Krzysztof Grabczewski

Studies in Computational Intelligence 498, Springer, ISBN: 978-3-319-00959-9, 2014

2011

Universal Meta-Learning Architecture and Algorithms.

Norbert Jankowski, Krzysztof Grabczewski

Proceedings of the Meta-Learning in Computational Intelligence, 2011

Unified View of Decision Tree Learning Machines for the Purpose of Meta-learning.

Krzysztof Grabczewski

Proceedings of the Computer Recognition Systems 4, 2011

Saving time and memory in computational intelligence system with machine unification and task spooling.

Krzysztof Grabczewski, Norbert Jankowski

Knowl. Based Syst., 2011

Separability of Split Value Criterion with Weighted Separation Gains.

Krzysztof Grabczewski

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011

Validated Decision Trees versus Collective Decisions.

Krzysztof Grabczewski

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

2010

Increasing Efficiency of Data Mining Systems by Machine Unification and Double Machine Cache.

Norbert Jankowski, Krzysztof Grabczewski

Proceedings of the Artificial Intelligence and Soft Computing, 2010

Task Management in Advanced Computational Intelligence System.

Krzysztof Grabczewski, Norbert Jankowski

Proceedings of the Artificial Intelligence and Soft Computing, 2010

2008

Learning Machines Information Distribution System with Example Applications.

Norbert Jankowski, Krzysztof Grabczewski

Proceedings of the Computer Recognition Systems 2, 2008

Building meta-learning algorithms basing on search controlled by machine complexity.

Norbert Jankowski, Krzysztof Grabczewski

Proceedings of the International Joint Conference on Neural Networks, 2008

Meta-learning with Machine Generators and Complexity Controlled Exploration.

Krzysztof Grabczewski, Norbert Jankowski

Proceedings of the Artificial Intelligence and Soft Computing, 2008

2007

Handwritten Digit, Recognition Road to Contest victory.

Norbert Jankowski, Krzysztof Grabczewski

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

Versatile and Efficient Meta-Learning Architecture: Knowledge Representation and Management in Computational Intelligence.

Krzysztof Grabczewski, Norbert Jankowski

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

2006

Learning Machines.

Norbert Jankowski, Krzysztof Grabczewski

Proceedings of the Feature Extraction - Foundations and Applications, 2006

Mining for Complex Models Comprising Feature Selection and Classification.

Krzysztof Grabczewski, Norbert Jankowski

Proceedings of the Feature Extraction - Foundations and Applications, 2006

2005

Heterogenous Committees with Competence Analysis.

Norbert Jankowski, Krzysztof Grabczewski

Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

Feature Selection with Decision Tree Criterion.

Krzysztof Grabczewski, Norbert Jankowski

Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

2004

SSV Criterion Based Discretization for Naive Bayes Classifiers.

Krzysztof Grabczewski

Proceedings of the Artificial Intelligence and Soft Computing, 2004

2003

Transformations of Symbolic Data for Continuous Data Oriented Models.

Krzysztof Grabczewski, Norbert Jankowski

Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

2002

Heterogeneous Forests of Decision Trees.

Krzysztof Grabczewski, Wlodzislaw Duch

Proceedings of the Artificial Neural Networks, 2002

2001

A new methodology of extraction, optimization and application of crisp and fuzzy logical rules.

Wlodzislaw Duch, Rafal Adamczak, Krzysztof Grabczewski

IEEE Trans. Neural Networks, 2001

2000

Optimization and Interpretation of Rule-based Classifiers.

Wlodzislaw Duch, Norbert Jankowski, Krzysztof Grabczewski, Rafal Adamczak

Proceedings of the Intelligent Information Systems, 2000

1999

Hybrid Neural-global Minimization Method of Logical Rule Extraction.

Wlodzislaw Duch, Rafal Adamczak, Krzysztof Grabczewski, Grzegorz Zal

J. Adv. Comput. Intell. Intell. Informatics, 1999

Optimization of logical rules derived by neural procedures.

Wlodzislaw Duch, Rafal Adamczak, Krzysztof Grabczewski, Grzegorz Zal

Proceedings of the International Joint Conference Neural Networks, 1999

1998

Extraction of Logical Rules from Neural Networks.

Wlodzislaw Duch, Rafal Adamczak, Krzysztof Grabczewski

Neural Process. Lett., 1998

1997

Logical Rules for Classification of Medical Data Using Ontogenic Neural Algorithm.

Wlodzislaw Duch, Rafal Adamczak, Krzysztof Grabczewski

Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

Extraction of crisp logical rules using constructive constrained backpropagation networks.

Wlodzislaw Duch, Rafal Adamczak, Krzysztof Grabczewski

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

Extraction of crisp logical rules using constrained backpropagation networks.

Wlodzislaw Duch, Rafal Adamczak, Krzysztof Grabczewski, Masumi Ishikawa, Hiroki Ueda

Proceedings of the 5th Eurorean Symposium on Artificial Neural Networks, 1997

1996

Mechanizing Set Theory.

Lawrence C. Paulson, Krzysztof Grabczewski

J. Autom. Reason., 1996

Mechanizing Set Theory: Cardinal Arithmetic and the Axiom of Choice.

Lawrence C. Paulson, Krzysztof Grabczewski

CoRR, 1996