Filip Rudziński

A multi-objective genetic optimization for fast, fuzzy rule-based credit classification with balanced accuracy and interpretability

Marian B. Gorzałczany, Filip Rudziński · Applied Soft Computing · 2015 · 101 citations

Evolutionary Data Mining, Genetic Algorithm, Multi-objective Genetic Optimization +5

Interpretable and accurate medical data classification – a multi-objective genetic-fuzzy optimization approach

Marian B. Gorzałczany, Filip Rudziński · Expert Systems with Applications · 2016 · 78 citations

Fuzzy Logic, Engineering, Data Science +8

A multi-objective genetic optimization of interpretability-oriented fuzzy rule-based classifiers

Filip Rudziński · Applied Soft Computing · 2015 · 72 citations

Artificial Intelligence, Fuzzy Logic, Engineering +9

Generalized Self-Organizing Maps for Automatic Determination of the Number of Clusters and Their Multiprototypes in Cluster Analysis

Marian B. Gorzałczany, Filip Rudziński · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 32 citations

Cluster Computing, Engineering, Machine Learning +21

Finding Sets of Non-Dominated Solutions with High Spread and Well-Balanced Distribution using Generalized Strength Pareto Evolutionary Algorithm

Filip Rudziński · Advances in intelligent systems research/Advances in Intelligent Systems Research · 2015 · 25 citations · Full text