Maciej Kusy

发表

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

Piotr A. Kowalski, Maciej Kusy, Maciej Kusy, 2018, Comput. Intell..

Weighted Feature Selection Method for Improving Decisions in Milling Process Diagnosis

Maciej Kusy, Roman Zajdel, Jacek Kluska, 2020, ICAISC.

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

Maciej Kusy, Jacek Kluska, Bogdan Obrzut, 2012, ICAISC.

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

Maciej Kusy, Maciej Kusy, 2018, Neural Networks.

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

Maciej Kusy, Roman Zajdel, Maciej Kusy, 2014, Applied Intelligence.

Probabilistic Neural Network Training Procedure with the Use of SARSA Algorithm

Maciej Kusy, Roman Zajdel, Maciej Kusy, 2015, ICAISC.

Failures Prediction in the Cold Forging Process Using Machine Learning Methods

Maciej Kusy, Jacek Kluska, Tomasz Zabinski, 2014, ICAISC.

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

Maciej Kusy, Roman Zajdel, Jacek Kluska, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Modification of the probabilistic neural network with the use of sensitivity analysis procedure

Piotr A. Kowalski, Maciej Kusy, Maciej Kusy, 2016, 2016 Federated Conference on Computer Science and Information Systems (FedCSIS).

Identification of liquid-gas flow regime in a pipeline using gamma-ray absorption technique and computational intelligence methods

Maciej Kusy, Robert Hanus, Marcin Zych, 2018 .

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

Maciej Kusy, Jacek Kluska, Bogdan Obrzut, 2014, ICAISC.

Probabilistic Neural Network - parameters adjustment in classification task

Piotr A. Kowalski, Maciej Kusy, Szymon Lukasik, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Fault diagnosis and fault tolerant control

Stéphane Ploix, Youmin Zhang, Jean-Marie Flaus, 2007 .

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

Piotr A. Kowalski, Maciej Kusy, Maciej Kusy, 2017, 2017 Federated Conference on Computer Science and Information Systems (FedCSIS).

Probabilistic Neural Network Structure Reduction for Medical Data Classification

Maciej Kusy, Jacek Kluska, J. Kluska, 2013, ICAISC.

Application of Reinforcement Learning to Stacked Autoencoder Deep Network Architecture Optimization

Maciej Kusy, Roman Zajdel, 2018, ICAISC.

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

Maciej Kusy, Jacek Kluska, Bogdan Obrzut, 2013, Medical & Biological Engineering & Computing.

Sensitivity Analysis for Probabilistic Neural Network Structure Reduction

Piotr A. Kowalski, Maciej Kusy, Maciej Kusy, 2018, IEEE Transactions on Neural Networks and Learning Systems.

Application of SVM to Ovarian Cancer Classification Problem

Maciej Kusy, 2004, ICAISC.

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

Maciej Kusy, Jacek Kluska, J. Kluska, 2017, Soft Comput..

CNC Milling Tool Head Imbalance Prediction Using Computational Intelligence Methods

Maciej Kusy, Piotr Gierlak, Robert Hanus, 2015, ICAISC.

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

Maciej Kusy, Damian Szczepanski, 2011, Neural Computing and Applications.

Stateless Q-Learning Algorithm for Training of Radial Basis Function Based Neural Networks in Medical Data Classification

Maciej Kusy, Roman Zajdel, Maciej Kusy, 2014 .

Weighted probabilistic neural network

Piotr A. Kowalski, Maciej Kusy, Maciej Kusy, 2018, Inf. Sci..

Dimensionality Reduction for Probabilistic Neural Network in Medical Data Classification Problems

Maciej Kusy, 2015 .

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

Maciej Kusy, Roman Zajdel, Maciej Kusy, 2015, IEEE Transactions on Neural Networks and Learning Systems.

Algorithms for Triggering General Regression Neural Network

Piotr A. Kowalski, Maciej Kusy, Maciej Kusy, 2021, Studies in Computational Intelligence.

Detection of Fraudulent Credit Card Transactions by Computational Intelligence Models as a Tool in Digital Forensics

Piotr A. Kowalski, Maciej Kusy, 2021, Studies in Computational Intelligence.

Prediction of 10-year Overall Survival in Patients with Operable Cervical Cancer using a Probabilistic Neural Network

Maciej Kusy, Jacek Kluska, Andrzej Semczuk, 2019, Journal of Cancer.