Krzysztof Grąbczewski

Nicolaus Copernicus University — Poland

Computer Science · Physical Sciences

15h-index891citations54works0.02yr avg
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Research Topics

Neural Networks and Applications(28), Machine Learning and Data Classification(21), Fuzzy Logic and Control Systems(15), Machine Learning and Algorithms(12), Rough Sets and Fuzzy Logic(10)

Publications54 total

Bounds on Kappa-Error Diagrams for Diversity Analysis
2025
Using Result Profiles to Drive Meta-learning
Lecture notes in business information processing·2022· 2 cited
Oversampling Negative Class Improves Contact Map Prediction
International Journal of Pharma Medicine and Biological Sciences·2016· 1 cited
Meta-Learning
Studies in computational intelligence·2013
Future Perspectives of Meta-Learning
Studies in computational intelligence·2013
Intemi: Advanced Meta-Learning Framework
Studies in computational intelligence·2013
Unified View of Decision Tree Induction Algorithms
Studies in computational intelligence·2013
Introduction
Studies in computational intelligence·2013
Techniques of Decision Tree Induction
Studies in computational intelligence·2013· 10 cited
Meta-Level Analysis of Decision Tree Induction
Studies in computational intelligence·2013· 1 cited
Meta-Learning in Decision Tree Induction
Studies in computational intelligence·2013· 22 cited
Chapter 1 Learning Machines
Fitoterapia·2012
Saving time and memory in computational intelligence system with machine unification and task spooling
Knowledge-Based Systems·2011· 14 cited
Unified View of Decision Tree Learning Machines for the Purpose of Meta-learning
Advances in intelligent and soft computing·2011· 1 cited
Validated Decision Trees versus Collective Decisions
Lecture notes in computer science·2011· 2 cited
Separability of Split Value Criterion with Weighted Separation Gains
Lecture notes in computer science·2011· 4 cited
Universal Meta-Learning Architecture and Algorithms
Studies in computational intelligence·2011· 21 cited
Task Management in Advanced Computational Intelligence System
Lecture notes in computer science·2010· 1 cited
Increasing Efficiency of Data Mining Systems by Machine Unification and Double Machine Cache
Lecture notes in computer science·2010· 1 cited
Mining for Complex Models Comprising Feature Selection and Classification
Studies in fuzziness and soft computing·2008· 13 cited
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Frequent Co-authors

Włodzisław Duch(21), Norbert Jankowski(17), Rafał Adamczak(13), Lawrence C. Paulson(2), Jacek Biesiada(2), Tomasz Winiarski(2), Masumi Ishikawa(1), Hiroki R. Ueda(1), Grzegorz Żal(1), Yoichi Hayashi(1), Karol Grudziński(1), A. Friederike Kachel(1), Rafaø Adamczak(1), Grzegorz Markowski(1)