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2020 – today
- 2024
[j14]Maciej Kusy
, Roman Zajdel:
New data reduction algorithms based on the fusion of instance and feature selection. Knowl. Based Syst. 296: 111844 (2024)- 2023
- [j13]Piotr A. Kowalski, Maciej Kusy, Karol Kocierz:
The forensic information identification based on machine learning algorithms. Forensic Sci. Int. Digit. Investig. 47: 301619 (2023) - 2022
- [j12]Maciej Kusy, Piotr A. Kowalski:
Architecture reduction of a probabilistic neural network by merging k-means and k-nearest neighbour algorithms. Appl. Soft Comput. 128: 109387 (2022) - [c15]Maciej Kusy, Piotr A. Kowalski, Marcin Szwagrzyk, Aleksander Konior:
Machine learning techniques for explaining air pollution prediction. IJCNN 2022: 1-8 - 2021
- [j11]Maciej Kusy, Roman Zajdel:
A weighted wrapper approach to feature selection. Int. J. Appl. Math. Comput. Sci. 31(4): 685-696 (2021) - [j10]Piotr Andrzej Kowalski, Marcin Szwagrzyk, Jolanta Kielpinska, Aleksander Konior, Maciej Kusy:
Numerical analysis of factors, pace and intensity of the corona virus (COVID-19) epidemic in Poland. Ecol. Informatics 63: 101284 (2021) - 2020
- [c14]Roman Zajdel, Maciej Kusy, Jacek Kluska, Tomasz Zabinski:
Weighted Feature Selection Method for Improving Decisions in Milling Process Diagnosis. ICAISC (1) 2020: 280-291 - [c13]Piotr A. Kowalski, Maciej Kusy, Szymon Kubasiak, Szymon Lukasik:
Probabilistic Neural Network - parameters adjustment in classification task. IJCNN 2020: 1-8 - [c12]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: 1-8
2010 – 2019
- 2019
- [c11]Maciej Kusy:
Selection of Pattern Neurons for a Probabilistic Neural Network by Means of Clustering and Nearest Neighbor Techniques. CoDIT 2019: 598-603 - 2018
- [j9]Piotr A. Kowalski, Maciej Kusy:
Determining significance of input neurons for probabilistic neural network by sensitivity analysis procedure. Comput. Intell. 34(3): 895-916 (2018) - [j8]Maciej Kusy, Piotr A. Kowalski:
Weighted probabilistic neural network. Inf. Sci. 430: 65-76 (2018) - [j7]Maciej Kusy:
Fuzzy c-means-based architecture reduction of a probabilistic neural network. Neural Networks 108: 20-32 (2018) - [j6]Piotr A. Kowalski, Maciej Kusy:
Sensitivity Analysis for Probabilistic Neural Network Structure Reduction. IEEE Trans. Neural Networks Learn. Syst. 29(5): 1919-1932 (2018) - [c10]Roman Zajdel, Maciej Kusy:
Application of Reinforcement Learning to Stacked Autoencoder Deep Network Architecture Optimization. ICAISC (1) 2018: 267-276 - 2017
- [j5]Maciej Kusy, Jacek Kluska:
Assessment of prediction ability for reduced probabilistic neural network in data classification problems. Soft Comput. 21(1): 199-212 (2017) - [c9]Piotr Andrzej Kowalski, Maciej Kusy:
Determining the significance of features with the use of Sobol' method in probabilistic neural network classification tasks. FedCSIS 2017: 39-48 - 2016
- [c8]Maciej Kusy, Piotr Andrzej Kowalski:
Modification of the Probabilistic Neural Network with the Use of Sensitivity Analysis Procedure. FedCSIS 2016: 97-103 - 2015
- [j4]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): 2163-2175 (2015) - [c7]Maciej Kusy, Roman Zajdel:
Probabilistic Neural Network Training Procedure with the Use of SARSA Algorithm. ICAISC (1) 2015: 49-58 - [c6]Tomasz Zabinski, Tomasz Maczka, Jacek Kluska, Maciej Kusy, Piotr Gierlak, Robert Hanus, Slawomir Prucnal, Jaroslaw Sep:
CNC Milling Tool Head Imbalance Prediction Using Computational Intelligence Methods. ICAISC (1) 2015: 503-514 - 2014
- [j3]Maciej Kusy, Roman Zajdel:
Probabilistic neural network training procedure based on Q(0)-learning algorithm in medical data classification. Appl. Intell. 41(3): 837-854 (2014) - [c5]Jacek Kluska, Maciej Kusy, Bogdan Obrzut:
The Classifier for Prediction of Peri-operative Complications in Cervical Cancer Treatment. ICAISC (2) 2014: 143-154 - [c4]Tomasz Zabinski, Tomasz Maczka, Jacek Kluska, Maciej Kusy, Zbigniew Hajduk, Slawomir Prucnal:
Failures Prediction in the Cold Forging Process Using Machine Learning Methods. ICAISC (1) 2014: 622-633 - 2013
- [j2]Maciej Kusy, Bogdan Obrzut, Jacek Kluska:
Application of gene expression programming and neural networks to predict adverse events of radical hysterectomy in cervical cancer patients. Medical Biol. Eng. Comput. 51(12): 1357-1365 (2013) - [c3]Maciej Kusy, Jacek Kluska:
Probabilistic Neural Network Structure Reduction for Medical Data Classification. ICAISC (1) 2013: 118-129 - 2012
- [j1]Maciej Kusy, Damian Szczepanski:
Influence of graphical weights' interpretation and filtration algorithms on generalization ability of neural networks applied to digit recognition. Neural Comput. Appl. 21(7): 1783-1790 (2012) - [c2]Jacek Kluska, Maciej Kusy, Bogdan Obrzut:
Prediction of Radical Hysterectomy Complications for Cervical Cancer Using Computational Intelligence Methods. ICAISC (2) 2012: 259-267
2000 – 2009
- 2004
- [c1]Maciej Kusy:
Application of SVM to Ovarian Cancer Classification Problem. ICAISC 2004: 1020-1025
Coauthor Index
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