Roman Zajdel

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 8

Top Topics

Training Procedure

Smoothing Parameter

Reinforcement Learning

Feature Selection

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Int. J. Appl. Math. Comput. Sci.

Publications

Maciej Kusy, Roman Zajdel
New data reduction algorithms based on the fusion of instance and feature selection. Knowl. Based Syst. 296 (2024)
Maciej Kusy, Roman Zajdel
A weighted wrapper approach to feature selection. Int. J. Appl. Math. Comput. Sci. 31 (4) (2021)
Roman Zajdel, Maciej Kusy, Jacek Kluska, Tomasz Zabinski
Weighted Feature Selection Method for Improving Decisions in Milling Process Diagnosis. ICAISC (1) (2020)
Maciej Kusy, Roman Zajdel, Jacek Kluska, Tomasz Zabinski
Fusion of Feature Selection Methods for Improving Model Accuracy in the Milling Process Data Classification Problem. IJCNN (2020)
Roman Zajdel
Epoch-incremental Dyna-learning and prioritized sweeping algorithms. Neurocomputing 319 (2018)
Roman Zajdel, Maciej Kusy
Application of Reinforcement Learning to Stacked Autoencoder Deep Network Architecture Optimization. ICAISC (1) (2018)
Maciej Kusy, Roman Zajdel
Application of Reinforcement Learning Algorithms for the Adaptive Computation of the Smoothing Parameter for Probabilistic Neural Network. IEEE Trans. Neural Networks Learn. Syst. 26 (9) (2015)
Maciej Kusy, Roman Zajdel
Probabilistic Neural Network Training Procedure with the Use of SARSA Algorithm. ICAISC (1) (2015)
Maciej Kusy, Roman Zajdel
Probabilistic neural network training procedure based on Q(0)-learning algorithm in medical data classification. Appl. Intell. 41 (3) (2014)
Roman Zajdel
Epoch-incremental reinforcement learning algorithms. Int. J. Appl. Math. Comput. Sci. 23 (3) (2013)
Roman Zajdel
Fuzzy Epoch-Incremental Reinforcement Learning Algorithm. ICAISC (1) (2012)
Roman Zajdel
)-Learning Algorithm. ICAISC (1) (2010)
Roman Zajdel
Epoch-Incremental Queue-Dyna Algorithm. ICAISC (2008)