Roman Zajdel

14 papers B 1Misc 1Journal 6Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
New Approach to Instance Selection Leveraging Clustering and Neighboring Strategies.
ICAISC (2)
Maciej Kusy, Roman Zajdel
2024 J jnl
New data reduction algorithms based on the fusion of instance and feature selection.
Knowl. Based Syst.
Maciej Kusy, Roman Zajdel
2021 J jnl
A weighted wrapper approach to feature selection.
Int. J. Appl. Math. Comput. Sci.
Maciej Kusy, Roman Zajdel
2020 B conf
Fusion of Feature Selection Methods for Improving Model Accuracy in the Milling Process Data Classification Problem.
IJCNN
Maciej Kusy, Roman Zajdel, Jacek Kluska, Tomasz Zabinski
2020 — conf
Weighted Feature Selection Method for Improving Decisions in Milling Process Diagnosis.
ICAISC (1)
Roman Zajdel, Maciej Kusy, Jacek Kluska, Tomasz Zabinski
2018 — conf
Application of Reinforcement Learning to Stacked Autoencoder Deep Network Architecture Optimization.
ICAISC (1)
Roman Zajdel, Maciej Kusy
2018 J jnl
Epoch-incremental Dyna-learning and prioritized sweeping algorithms.
Neurocomputing
Roman Zajdel
2015 J jnl
Application of Reinforcement Learning Algorithms for the Adaptive Computation of the Smoothing Parameter for Probabilistic Neural Network.
IEEE Trans. Neural Networks Learn. Syst.
Maciej Kusy, Roman Zajdel
2015 — conf
Probabilistic Neural Network Training Procedure with the Use of SARSA Algorithm.
ICAISC (1)
Maciej Kusy, Roman Zajdel
2014 J jnl
Probabilistic neural network training procedure based on Q(0)-learning algorithm in medical data classification.
Appl. Intell.
Maciej Kusy, Roman Zajdel
2013 J jnl
Epoch-incremental reinforcement learning algorithms.
Int. J. Appl. Math. Comput. Sci.
Roman Zajdel
2012 — conf
Fuzzy Epoch-Incremental Reinforcement Learning Algorithm.
ICAISC (1)
Roman Zajdel
2010 — conf
Fuzzy Q(
ICAISC (1)
Roman Zajdel
2008 Misc conf
Epoch-Incremental Queue-Dyna Algorithm.
ICAISC
Roman Zajdel