Janusz Kolbusz

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 20

Top Topics

Training Algorithm

Electric Load Forecasting

Top Venues

Publications

Miroslaw Hajder, Lucyna Hajder, Piotr Hajder, Janusz Kolbusz
Cloud Native Approach to the Implementation of an Environmental Monitoring System for Smart City Based on IoT Devices. ICCS (5) (2023)
Miroslaw Hajder, Piotr Hajder, Lucyna Hajder, Mateusz Liput, Janusz Kolbusz
Supporting winter road maintenance procedures with the use of distributed measurements based on IoT, thermodynamic models and machine learning. PerCom Workshops (2023)
Miroslaw Hajder, Piotr Hajder, Mateusz Liput, Janusz Kolbusz
Scalable Computing System with Two-Level Reconfiguration of Multi-channel Inter-Node Communication. ICCS (4) (2021)
Miroslaw Hajder, Piotr Hajder, Tomasz Gil, Maciej Krzywda, Janusz Kolbusz, Mateusz Liput
Architecture and organization of a Platform for diagnostics, therapy and post-covid complications using AI and mobile monitoring. KES (2021)
Miroslaw Hajder, Janusz Kolbusz, Piotr Hajder, Mariusz Nycz, Mateusz Liput
Data Security Platform Model in Networked Medical IT Systems based on Statistical Classifiers and ANN. KES (2020)
Pawel Rózycki, Janusz Kolbusz, Aleksander Malinowski, Bogdan M. Wilamowski
Effective Training of RBF Networks. HSI (2019)
Xing Wu, Pawel Rózycki, Janusz Kolbusz, Bogdan M. Wilamowski
Constructive Cascade Learning Algorithm for Fully Connected Networks. ICAISC (1) (2019)
Pawel Rózycki, Janusz Kolbusz, Aleksander Malinowski, Bogdan M. Wilamowski
The Impact of Architecture on the Deep Neural Networks Training. HSI (2019)
Janusz Kolbusz, Pawel Rózycki, Oleksandr Lysenko, Bogdan M. Wilamowski
Neural Networks Saturation Reduction. ICAISC (1) (2018)
Pawel Rózycki, Janusz Kolbusz, Oleksandr Lysenko, Bogdan M. Wilamowski
Soft Patterns Reduction for RBF Network Performance Improvement. ICAISC (1) (2018)
Pawel Rózycki, Janusz Kolbusz, Grzegorz Krzos, Bogdan M. Wilamowski
Implementation of Deep Neural Networks for Industry Applications. IECON (2018)
Pawel Rózycki, Janusz Kolbusz, Oleksandr Lysenko, Bogdan M. Wilamowski
Improvement of RBF Training by Removing of Selected Pattern. ICAISC (1) (2017)
Janusz Kolbusz, Pawel Rózycki, Bogdan M. Wilamowski
The Study of Architecture MLP with Linear Neurons in Order to Eliminate the "vanishing Gradient" Problem. ICAISC (1) (2017)
Zhan Su, Janusz Kolbusz, Bogdan M. Wilamowski
Linearization of Bipolar Amplifiers Based on Neural-Network Training Algorithm. IEEE Trans. Ind. Electron. 63 (6) (2016)
Pawel Rózycki, Janusz Kolbusz, Roman Korostenskyi, Bogdan M. Wilamowski
Estimation of Deep Neural Networks Capabilities Using Polynomial Approach. ICAISC (1) (2016)
Pawel Rózycki, Janusz Kolbusz
Enhanced Error Correction Algorithm for RBF Neural Networks. CS&P (2015)
Miroslaw Hajder, Janusz Kolbusz, Roman Korostenskyi
Designing Reliable Communication for Heterogeneous Computer Systems. CS&P (2015)
Janusz Kolbusz, Pawel Rózycki
Outliers Elimination for Error Correction Algorithm Improvement. CS&P (2015)
Pawel Rózycki, Janusz Kolbusz, Tomasz Bartczak, Bogdan M. Wilamowski
Using Parity-N Problems as a Way to Compare Abilities of Shallow, Very Shallow and Very Deep Architectures. ICAISC (1) (2015)
Carlo Cecati, Janusz Kolbusz, Pawel Rózycki, Pierluigi Siano, Bogdan M. Wilamowski
A Novel RBF Training Algorithm for Short-Term Electric Load Forecasting and Comparative Studies. IEEE Trans. Ind. Electron. 62 (10) (2015)
Miroslaw Hajder, Janusz Kolbusz, Tomasz Bartczak
Effective method for optimizing hierarchical design process for interactive systems. HSI (2013)
Miroslaw Hajder, Janusz Kolbusz, Tomasz Bartczak
Undirected graph algebra application for formalization description of information flows. HSI (2013)
Miroslaw Hajder, Janusz Kolbusz, Tomasz Bartczak
Cost models for life-cycle phases of information systems. HSI (2013)
Pierluigi Siano, Carlo Cecati, Hao Yu, Janusz Kolbusz
Real Time Operation of Smart Grids via FCN Networks and Optimal Power Flow. IEEE Trans. Ind. Informatics 8 (4) (2012)
David K. Hunter, Hao Yu, Michael S. Pukish III, Janusz Kolbusz, Bogdan M. Wilamowski
Selection of Proper Neural Network Sizes and Architectures - A Comparative Study. IEEE Trans. Ind. Informatics 8 (2) (2012)
Janusz Kolbusz, Janusz Korniak
The Study of Traffic Flow Anomalies in a LAN. IP&C (2011)
Janusz Kolbusz, Stanislaw Paszczynski, Bogdan M. Wilamowski
Network Traffic Model for Industrial Environment. IEEE Trans. Ind. Informatics 2 (4) (2006)