Pawel Rózycki

According to our database, Pawel Rózycki authored at least 23 papers between 2006 and 2019.

Collaborative distances:

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

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

Nonlinear System Modeling Using RBF Networks for Industrial Application.

Xi Meng, Pawel Rózycki, Junfei Qiao, Bogdan M. Wilamowski

IEEE Trans. Ind. Informatics, 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

Single Layer Feedforward Networks Construction Based on Orthogonal Least Square and Particle Swarm Optimization.

Xing Wu, Pawel Rózycki, Bogdan M. Wilamowski

Proceedings of the Artificial Intelligence and Soft Computing, 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 Hybrid Constructive Algorithm for Single-Layer Feedforward Networks Learning.

Xing Wu, Pawel Rózycki, Bogdan M. Wilamowski

IEEE Trans. Neural Networks Learn. Syst., 2015

PolyNet: A Polynomial-Based Learning Machine for Universal Approximation.

Michael S. Pukish III, Pawel Rózycki, Bogdan M. Wilamowski

IEEE Trans. Ind. Informatics, 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

2012

Fast and Efficient Second-Order Method for Training Radial Basis Function Networks.

Tiantian Xie, Hao Yu, Joel D. Hewlett, Pawel Rózycki, Bogdan M. Wilamowski

IEEE Trans. Neural Networks Learn. Syst., 2012

2011

Partial redundancy of the control plane routers in the GMPLS controlled optical networks.

Janusz Korniak, Pawel Rózycki

Proceedings of the 3rd International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2011

2010

The Method of GMPLS Network Reliability Evaluation.

Janusz Korniak, Pawel Rózycki

Proceedings of the Image Processing and Communications Challenges 2, 2010

The weighted graphs approach for the GMPLS network reliability enhancement.

Pawel Rózycki, Andrzej Jajszczyk

Proceedings of the International Conference on Ultra Modern Telecommunications, 2010

2009

GMPLS Network Reliability Enhancement by Using the Dominating Nodes Approach.

Pawel Rózycki, Janusz Korniak, Andrzej Jajszczyk

Proceedings of IEEE International Conference on Communications, 2009

2006

Recovery of the control plane after failures in ASON/GMPLS networks.

Andrzej Jajszczyk, Pawel Rózycki

IEEE Netw., 2006