Roman Zajdel

According to our database, Roman Zajdel authored at least 13 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

New data reduction algorithms based on the fusion of instance and feature selection.

Maciej Kusy, Roman Zajdel

Knowl. Based Syst., 2024

2021

A weighted wrapper approach to feature selection.

Maciej Kusy, Roman Zajdel

Int. J. Appl. Math. Comput. Sci., 2021

2020

Fusion of Feature Selection Methods for Improving Model Accuracy in the Milling Process Data Classification Problem.

Maciej Kusy, Roman Zajdel, Jacek Kluska, Tomasz Zabinski

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Weighted Feature Selection Method for Improving Decisions in Milling Process Diagnosis.

Roman Zajdel, Maciej Kusy, Jacek Kluska, Tomasz Zabinski

Proceedings of the Artificial Intelligence and Soft Computing, 2020

2018

Epoch-incremental Dyna-learning and prioritized sweeping algorithms.

Roman Zajdel

Neurocomputing, 2018

Application of Reinforcement Learning to Stacked Autoencoder Deep Network Architecture Optimization.

Roman Zajdel, Maciej Kusy

Proceedings of the Artificial Intelligence and Soft Computing, 2018

2015

Application of Reinforcement Learning Algorithms for the Adaptive Computation of the Smoothing Parameter for Probabilistic Neural Network.

Maciej Kusy, Roman Zajdel

IEEE Trans. Neural Networks Learn. Syst., 2015

Probabilistic Neural Network Training Procedure with the Use of SARSA Algorithm.

Maciej Kusy, Roman Zajdel

Proceedings of the Artificial Intelligence and Soft Computing, 2015

2014

Probabilistic neural network training procedure based on Q(0)-learning algorithm in medical data classification.

Maciej Kusy, Roman Zajdel

Appl. Intell., 2014

2013

Epoch-incremental reinforcement learning algorithms.

Roman Zajdel

Int. J. Appl. Math. Comput. Sci., 2013

2012

Fuzzy Epoch-Incremental Reinforcement Learning Algorithm.

Roman Zajdel

Proceedings of the Artificial Intelligence and Soft Computing, 2012

2010

Fuzzy Q(<i>lambda</i>)-Learning Algorithm.

Roman Zajdel

Proceedings of the Artificial Intelligence and Soft Computing, 2010

2008

Epoch-Incremental Queue-Dyna Algorithm.

Roman Zajdel

Proceedings of the Artificial Intelligence and Soft Computing, 2008