Janusz Kolbusz

According to our database, Janusz Kolbusz authored at least 27 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Supporting winter road maintenance procedures with the use of distributed measurements based on IoT, thermodynamic models and machine learning.

Miroslaw Hajder, Piotr Hajder, Lucyna Hajder, Mateusz Liput, Janusz Kolbusz

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

Cloud Native Approach to the Implementation of an Environmental Monitoring System for Smart City Based on IoT Devices.

Miroslaw Hajder, Lucyna Hajder, Piotr Hajder, Janusz Kolbusz

Proceedings of the Computational Science - ICCS 2023, 2023

2021

Architecture and organization of a Platform for diagnostics, therapy and post-covid complications using AI and mobile monitoring.

Miroslaw Hajder, Piotr Hajder, Tomasz Gil, Maciej Krzywda, Janusz Kolbusz, Mateusz Liput

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Scalable Computing System with Two-Level Reconfiguration of Multi-channel Inter-Node Communication.

Miroslaw Hajder, Piotr Hajder, Mateusz Liput, Janusz Kolbusz

Proceedings of the Computational Science - ICCS 2021, 2021

2020

Data Security Platform Model in Networked Medical IT Systems based on Statistical Classifiers and ANN.

Miroslaw Hajder, Janusz Kolbusz, Piotr Hajder, Mariusz Nycz, Mateusz Liput

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

2019

Constructive Cascade Learning Algorithm for Fully Connected Networks.

Xing Wu, Pawel Rózycki, Janusz Kolbusz, Bogdan M. Wilamowski

Proceedings of the Artificial Intelligence and Soft Computing, 2019

The Impact of Architecture on the Deep Neural Networks Training.

Pawel Rózycki, Janusz Kolbusz, Aleksander Malinowski, Bogdan M. Wilamowski

Proceedings of the 12th International Conference on Human System Interaction, 2019

Effective Training of RBF Networks.

Pawel Rózycki, Janusz Kolbusz, Aleksander Malinowski, Bogdan M. Wilamowski

Proceedings of the 12th International Conference on Human System Interaction, 2019

2018

Implementation of Deep Neural Networks for Industry Applications.

Pawel Rózycki, Janusz Kolbusz, Grzegorz Krzos, Bogdan M. Wilamowski

Proceedings of the IECON 2018, 2018

Soft Patterns Reduction for RBF Network Performance Improvement.

Pawel Rózycki, Janusz Kolbusz, Oleksandr Lysenko, Bogdan M. Wilamowski

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Neural Networks Saturation Reduction.

Janusz Kolbusz, Pawel Rózycki, Oleksandr Lysenko, Bogdan M. Wilamowski

Proceedings of the Artificial Intelligence and Soft Computing, 2018

2017

Improvement of RBF Training by Removing of Selected Pattern.

Pawel Rózycki, Janusz Kolbusz, Oleksandr Lysenko, Bogdan M. Wilamowski

Proceedings of the Artificial Intelligence and Soft Computing, 2017

The Study of Architecture MLP with Linear Neurons in Order to Eliminate the "vanishing Gradient" Problem.

Janusz Kolbusz, Pawel Rózycki, Bogdan M. Wilamowski

Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016

Linearization of Bipolar Amplifiers Based on Neural-Network Training Algorithm.

Zhan Su, Janusz Kolbusz, Bogdan M. Wilamowski

IEEE Trans. Ind. Electron., 2016

Estimation of Deep Neural Networks Capabilities Using Polynomial Approach.

Pawel Rózycki, Janusz Kolbusz, Roman Korostenskyi, Bogdan M. Wilamowski

Proceedings of the Artificial Intelligence and Soft Computing, 2016

2015

A Novel RBF Training Algorithm for Short-Term Electric Load Forecasting and Comparative Studies.

Carlo Cecati, Janusz Kolbusz, Pawel Rózycki, Pierluigi Siano, Bogdan M. Wilamowski

IEEE Trans. Ind. Electron., 2015

Using Parity-N Problems as a Way to Compare Abilities of Shallow, Very Shallow and Very Deep Architectures.

Pawel Rózycki, Janusz Kolbusz, Tomasz Bartczak, Bogdan M. Wilamowski

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Enhanced Error Correction Algorithm for RBF Neural Networks.

Pawel Rózycki, Janusz Kolbusz

Proceedings of the 24th International Workshop on Concurrency, 2015

Outliers Elimination for Error Correction Algorithm Improvement.

Janusz Kolbusz, Pawel Rózycki

Proceedings of the 24th International Workshop on Concurrency, 2015

Designing Reliable Communication for Heterogeneous Computer Systems.

Miroslaw Hajder, Janusz Kolbusz, Roman Korostenskyi

Proceedings of the 24th International Workshop on Concurrency, 2015

2013

Undirected graph algebra application for formalization description of information flows.

Miroslaw Hajder, Janusz Kolbusz, Tomasz Bartczak

Proceedings of the 6th International Conference on Human System Interactions, 2013

Cost models for life-cycle phases of information systems.

Miroslaw Hajder, Janusz Kolbusz, Tomasz Bartczak

Proceedings of the 6th International Conference on Human System Interactions, 2013

Effective method for optimizing hierarchical design process for interactive systems.

Miroslaw Hajder, Janusz Kolbusz, Tomasz Bartczak

Proceedings of the 6th International Conference on Human System Interactions, 2013

2012

Real Time Operation of Smart Grids via FCN Networks and Optimal Power Flow.

Pierluigi Siano, Carlo Cecati, Hao Yu, Janusz Kolbusz

IEEE Trans. Ind. Informatics, 2012

Selection of Proper Neural Network Sizes and Architectures - A Comparative Study.

David K. Hunter, Hao Yu, Michael S. Pukish III, Janusz Kolbusz, Bogdan M. Wilamowski

IEEE Trans. Ind. Informatics, 2012

2011

The Study of Traffic Flow Anomalies in a LAN.

Janusz Kolbusz, Janusz Korniak

Proceedings of the Image Processing and Communications Challenges 3, 2011

2006

Network Traffic Model for Industrial Environment.

Janusz Kolbusz, Stanislaw Paszczynski, Bogdan M. Wilamowski

IEEE Trans. Ind. Informatics, 2006