Janusz Kolbusz

27 papers B 2C 6Journal 5Unranked 14
YearRankTypeTitle / Venue / Authors
2023 — conf
Cloud Native Approach to the Implementation of an Environmental Monitoring System for Smart City Based on IoT Devices.
ICCS (5)
Miroslaw Hajder, Lucyna Hajder, Piotr Hajder, Janusz Kolbusz
2023 — conf
Supporting winter road maintenance procedures with the use of distributed measurements based on IoT, thermodynamic models and machine learning.
PerCom Workshops
Miroslaw Hajder, Piotr Hajder, Lucyna Hajder, Mateusz Liput, Janusz Kolbusz
2021 B conf
Architecture and organization of a Platform for diagnostics, therapy and post-covid complications using AI and mobile monitoring.
KES
Miroslaw Hajder, Piotr Hajder, Tomasz Gil, Maciej Krzywda, Janusz Kolbusz, Mateusz Liput
2021 — conf
Scalable Computing System with Two-Level Reconfiguration of Multi-channel Inter-Node Communication.
ICCS (4)
Miroslaw Hajder, Piotr Hajder, Mateusz Liput, Janusz Kolbusz
2020 B conf
Data Security Platform Model in Networked Medical IT Systems based on Statistical Classifiers and ANN.
KES
Miroslaw Hajder, Janusz Kolbusz, Piotr Hajder, Mariusz Nycz, Mateusz Liput
2019 — conf
Constructive Cascade Learning Algorithm for Fully Connected Networks.
ICAISC (1)
Xing Wu, Pawel Rózycki, Janusz Kolbusz, Bogdan M. Wilamowski
2019 C conf
Effective Training of RBF Networks.
HSI
Pawel Rózycki, Janusz Kolbusz, Aleksander Malinowski, Bogdan M. Wilamowski
2019 C conf
The Impact of Architecture on the Deep Neural Networks Training.
HSI
Pawel Rózycki, Janusz Kolbusz, Aleksander Malinowski, Bogdan M. Wilamowski
2018 C conf
Implementation of Deep Neural Networks for Industry Applications.
IECON
Pawel Rózycki, Janusz Kolbusz, Grzegorz Krzos, Bogdan M. Wilamowski
2018 — conf
Neural Networks Saturation Reduction.
ICAISC (1)
Janusz Kolbusz, Pawel Rózycki, Oleksandr Lysenko, Bogdan M. Wilamowski
2018 — conf
Soft Patterns Reduction for RBF Network Performance Improvement.
ICAISC (1)
Pawel Rózycki, Janusz Kolbusz, Oleksandr Lysenko, Bogdan M. Wilamowski
2017 — conf
Improvement of RBF Training by Removing of Selected Pattern.
ICAISC (1)
Pawel Rózycki, Janusz Kolbusz, Oleksandr Lysenko, Bogdan M. Wilamowski
2017 — conf
The Study of Architecture MLP with Linear Neurons in Order to Eliminate the "vanishing Gradient" Problem.
ICAISC (1)
Janusz Kolbusz, Pawel Rózycki, Bogdan M. Wilamowski
2016 — conf
Estimation of Deep Neural Networks Capabilities Using Polynomial Approach.
ICAISC (1)
Pawel Rózycki, Janusz Kolbusz, Roman Korostenskyi, Bogdan M. Wilamowski
2016 J jnl
Linearization of Bipolar Amplifiers Based on Neural-Network Training Algorithm.
IEEE Trans. Ind. Electron.
Zhan Su, Janusz Kolbusz, Bogdan M. Wilamowski
2015 J jnl
A Novel RBF Training Algorithm for Short-Term Electric Load Forecasting and Comparative Studies.
IEEE Trans. Ind. Electron.
Carlo Cecati, Janusz Kolbusz, Pawel Rózycki, Pierluigi Siano, Bogdan M. Wilamowski
2015 — conf
Designing Reliable Communication for Heterogeneous Computer Systems.
CS&P
Miroslaw Hajder, Janusz Kolbusz, Roman Korostenskyi
2015 — conf
Enhanced Error Correction Algorithm for RBF Neural Networks.
CS&P
Pawel Rózycki, Janusz Kolbusz
2015 — conf
Outliers Elimination for Error Correction Algorithm Improvement.
CS&P
Janusz Kolbusz, Pawel Rózycki
2015 — conf
Using Parity-N Problems as a Way to Compare Abilities of Shallow, Very Shallow and Very Deep Architectures.
ICAISC (1)
Pawel Rózycki, Janusz Kolbusz, Tomasz Bartczak, Bogdan M. Wilamowski
2013 C conf
Cost models for life-cycle phases of information systems.
HSI
Miroslaw Hajder, Janusz Kolbusz, Tomasz Bartczak
2013 C conf
Effective method for optimizing hierarchical design process for interactive systems.
HSI
Miroslaw Hajder, Janusz Kolbusz, Tomasz Bartczak
2013 C conf
Undirected graph algebra application for formalization description of information flows.
HSI
Miroslaw Hajder, Janusz Kolbusz, Tomasz Bartczak
2012 J jnl
Real Time Operation of Smart Grids via FCN Networks and Optimal Power Flow.
IEEE Trans. Ind. Informatics
Pierluigi Siano, Carlo Cecati, Hao Yu, Janusz Kolbusz
2012 J jnl
Selection of Proper Neural Network Sizes and Architectures - A Comparative Study.
IEEE Trans. Ind. Informatics
David K. Hunter, Hao Yu, Michael S. Pukish III, Janusz Kolbusz, Bogdan M. Wilamowski
2011 — conf
The Study of Traffic Flow Anomalies in a LAN.
IP&C
Janusz Kolbusz, Janusz Korniak
2006 J jnl
Network Traffic Model for Industrial Environment.
IEEE Trans. Ind. Informatics
Janusz Kolbusz, Stanislaw Paszczynski, Bogdan M. Wilamowski