Maciej Kusy

According to our database, Maciej Kusy authored at least 29 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of five.
• 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

2023

The forensic information identification based on machine learning algorithms.

Piotr A. Kowalski, Maciej Kusy, Karol Kocierz

Forensic Sci. Int. Digit. Investig., December, 2023

2022

Architecture reduction of a probabilistic neural network by merging k-means and k-nearest neighbour algorithms.

Maciej Kusy, Piotr A. Kowalski

Appl. Soft Comput., 2022

Machine learning techniques for explaining air pollution prediction.

Maciej Kusy, Piotr A. Kowalski, Marcin Szwagrzyk, Aleksander Konior

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Numerical analysis of factors, pace and intensity of the corona virus (COVID-19) epidemic in Poland.

Piotr Andrzej Kowalski, Marcin Szwagrzyk, Jolanta Kielpinska, Aleksander Konior, Maciej Kusy

Ecol. Informatics, 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

Probabilistic Neural Network - parameters adjustment in classification task.

Piotr A. Kowalski, Maciej Kusy, Szymon Kubasiak, Szymon Lukasik

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

2019

Selection of Pattern Neurons for a Probabilistic Neural Network by Means of Clustering and Nearest Neighbor Techniques.

Maciej Kusy

Proceedings of the 6th International Conference on Control, 2019

2018

Sensitivity Analysis for Probabilistic Neural Network Structure Reduction.

Piotr A. Kowalski, Maciej Kusy

IEEE Trans. Neural Networks Learn. Syst., 2018

Fuzzy c-means-based architecture reduction of a probabilistic neural network.

Maciej Kusy

Neural Networks, 2018

Weighted probabilistic neural network.

Maciej Kusy, Piotr A. Kowalski

Inf. Sci., 2018

Determining significance of input neurons for probabilistic neural network by sensitivity analysis procedure.

Piotr A. Kowalski, Maciej Kusy

Comput. Intell., 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

2017

Assessment of prediction ability for reduced probabilistic neural network in data classification problems.

Maciej Kusy, Jacek Kluska

Soft Comput., 2017

Determining the significance of features with the use of Sobol' method in probabilistic neural network classification tasks.

Piotr Andrzej Kowalski, Maciej Kusy

Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

2016

Modification of the Probabilistic Neural Network with the Use of Sensitivity Analysis Procedure.

Maciej Kusy, Piotr Andrzej Kowalski

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

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

CNC Milling Tool Head Imbalance Prediction Using Computational Intelligence Methods.

Tomasz Zabinski, Tomasz Maczka, Jacek Kluska, Maciej Kusy, Piotr Gierlak, Robert Hanus, Slawomir Prucnal, Jaroslaw Sep

Proceedings of the Artificial Intelligence and Soft Computing, 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

Failures Prediction in the Cold Forging Process Using Machine Learning Methods.

Tomasz Zabinski, Tomasz Maczka, Jacek Kluska, Maciej Kusy, Zbigniew Hajduk, Slawomir Prucnal

Proceedings of the Artificial Intelligence and Soft Computing, 2014

The Classifier for Prediction of Peri-operative Complications in Cervical Cancer Treatment.

Jacek Kluska, Maciej Kusy, Bogdan Obrzut

Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013

Application of gene expression programming and neural networks to predict adverse events of radical hysterectomy in cervical cancer patients.

Maciej Kusy, Bogdan Obrzut, Jacek Kluska

Medical Biol. Eng. Comput., 2013

Probabilistic Neural Network Structure Reduction for Medical Data Classification.

Maciej Kusy, Jacek Kluska

Proceedings of the Artificial Intelligence and Soft Computing, 2013

2012

Influence of graphical weights' interpretation and filtration algorithms on generalization ability of neural networks applied to digit recognition.

Maciej Kusy, Damian Szczepanski

Neural Comput. Appl., 2012

Prediction of Radical Hysterectomy Complications for Cervical Cancer Using Computational Intelligence Methods.

Jacek Kluska, Maciej Kusy, Bogdan Obrzut

Proceedings of the Artificial Intelligence and Soft Computing, 2012

2004

Application of SVM to Ovarian Cancer Classification Problem.

Maciej Kusy

Proceedings of the Artificial Intelligence and Soft Computing, 2004