L
Leszek Rutkowski
Researcher at Częstochowa University of Technology
Publications - 231
Citations - 7092
Leszek Rutkowski is an academic researcher from Częstochowa University of Technology. The author has contributed to research in topics: Neuro-fuzzy & Artificial neural network. The author has an hindex of 49, co-authored 203 publications receiving 6350 citations. Previous affiliations of Leszek Rutkowski include Information Technology Institute & Oklahoma State University–Stillwater.
Papers
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BookDOI
Artificial Intelligence and Soft Computing
Book
Computational Intelligence: Methods and Techniques
TL;DR: The family of evolutionary algorithms is discussed, in particular the classical genetic algorithm, evolutionary strategies and genetic programming, including connections between these techniques and neural networks and fuzzy systems.
Book
Flexible neuro-fuzzy systems
TL;DR: This approach introduces more flexibility to the structure and design of neuro-fuzzy systems, and shows that Mamdani- type systems are more suitable to approximation problems, whereas logical-type systems may be preferred for classification problems.
Journal ArticleDOI
The CART decision tree for mining data streams
TL;DR: A new algorithm is proposed, which is based on the commonly known CART algorithm, showing that the best attribute computed in considered node according to the available data sample is the same, with some high probability, as the attribute derived from the whole data stream.