A new approach to designing interpretable models of dynamic systems

K Łapa, A Przybył, K Cpałka - … on Artificial Intelligence and Soft Computing, 2013 - Springer
In the process of designing automatic control system it is very important to have an accurate
model of the controlled process. Approaches to modelling dynamic systems presented in the …

A new method for designing and complexity reduction of neuro-fuzzy systems for nonlinear modelling

K Łapa, M Zalasiński, K Cpałka - International Conference on Artificial …, 2013 - Springer
In this paper we propose a new method for evolutionary selection of parameters and
structure of neuro-fuzzy system for nonlinear modelling. This method allows maintain the …

A three-dimentional neural network based approach to the image reconstruction from projections problem

R Cierniak - International Conference on Artificial Intelligence and …, 2010 - Springer
This paper presents a novel neural network approach to the problem of image
reconstruction from projections obtained by spiral tomography scanner. The reconstruction …

A neuronal approach to the statistical image reconstruction from projections problem

R Cierniak, A Lorent - International Conference on Computational …, 2012 - Springer
The image reconstruction from projections problem is still the primary challenge for
designers of the computed tomography devices. The presented paper describes a new …

Parallel realizations of the iterative statistical reconstruction algorithm for 3D computed tomography

R Cierniak, J Bilski, J Smola̧g, P Pluta… - Artificial Intelligence and …, 2017 - Springer
The presented paper describes a parallel realization of an approach to the reconstruction
problem for 3D spiral x-ray tomography. The reconstruction problem is formulated taking into …

Regularization Methods for the Analytical Statistical Reconstruction Problem in Medical Computed Tomography

R Cierniak, A Lorent, P Pluta, N Shah - … 12-16, 2016, Proceedings, Part II …, 2016 - Springer
The main purpose of this paper is to present the properties of our novel statistical model-
based iterative approach to the image reconstruction from projections problem regarding its …

An analytical approach to the image reconstruction problem using EM algorithm

P Dobosz - International Conference on Artificial Intelligence and …, 2012 - Springer
In this paper an analytical iterative approach to the problem of image reconstruction from
parallel projections is presented. The reconstruction process is performed using Expectation …

Using of EM algorithm to image reconstruction problem with tomography noises

P Dobosz, R Cierniak - Image Processing and Communications …, 2013 - Springer
This paper describes an analytical iterative approach to the problem of image reconstruction
from parallel projections using Expectation Minimization algorithm. The experiments with …

A New Image Reconstruction from Projections Algorithm

A Lorent, R Cierniak, P Dobosz, O Rebrova - Artificial Intelligence and Soft …, 2014 - Springer
In this paper we propose a new iterative algorithm for image reconstruction from projections
problem. The reconstruction problem is reformulated as a system of linear equations with a …

Analytical Realization of the EM Algorithm for Emission Positron Tomography

R Cierniak, P Dobosz, P Pluta, Z Filutowicz - Artificial Intelligence and Soft …, 2018 - Springer
The presented paper describes an analytical iterative approach to reconstruction problem
for positron emission tomography (PET). The reconstruction problem is formulated taking …