Edward Kozłowski
Lublin University of Technology
86 Papers
328 Citations
Edward Kozłowski is an academic researcher from Lublin University of Technology. The author has contributed to research in topics: Computer science & Iterative reconstruction. The author has an hindex of 14, co-authored 75 publications.
Chat about Author
Papers
Impact of selected biofuels and diesel as lubricants on the statistical distribution and course of sliding friction coefficients for the kinematic pair 100Cr6-100Cr6
L. Gil,Daniel Pieniak,Edward Kozłowski,Jarosław Selech +3 more
- 31 Dec 2019
TL;DR: In this paper, the authors used a CSM tribological test to determine the lubricating properties of bio-fuels based on vegetable oils in relation to diesel fuel, and measured force values indicate a significant impact of the fuel used on the operating conditions and consumption in the kinematic pair being the subject of the work.
Application of logistic regression to image reconstruction in EIT
Edward Kozłowski,Tomasz Rymarczyk,Tomasz Cieplak,Grzegorz Kłosowski,Paweł Tchórzewski +4 more
- 15 May 2019
TL;DR: In this paper, a method of using the logistic regression to solve the inverse problem in electrical impedance tomography was presented, which reduced the problem of highest correlation between measures obtained from electrodes.
2
Comparison of stochastic optimal controls with different level of self-learning
TL;DR: In this paper, the problem of control of a linear dynamic system with a square coefficient of quality was introduced and the principles of controlling the system under conditions of full and incomplete information as well as the differences in values of coefficients of quality were presented.
Monitoring the natural environment with the use of IoT based system
Tomasz Rymarczyk,Tomasz Cieplak,Grzegorz Kłosowski,Edward Kozłowski +3 more
- 01 Jun 2019
TL;DR: The aim of the research was to develop a comprehensive system based on the Internet of Things architecture, which is used to monitor environmental conditions and includes the creation of a system for collecting, storing and analyzing data in the area of air quality tests in the city.
2
Application of a regressive neural network with autoencoder for monochromatic images in ultrasound tomography
Tomasz Rymarczyk,Grzegorz Kłosowski,Tomasz Cieplak,Edward Kozłowski,Konrad Kania +4 more
- 01 Jun 2019
TL;DR: In order to visualize the interior of a tank (reactor) filled with tap water, a single neural network enhanced with autoencoder was used and the quality of the output image was improved.
2