Pawel Rózycki

23 papers C 3Journal 6Unranked 14
YearRankTypeTitle / Venue / Authors
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 J jnl
Nonlinear System Modeling Using RBF Networks for Industrial Application.
IEEE Trans. Ind. Informatics
Xi Meng, Pawel Rózycki, Junfei Qiao, 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 — conf
Single Layer Feedforward Networks Construction Based on Orthogonal Least Square and Particle Swarm Optimization.
ICAISC (1)
Xing Wu, Pawel Rózycki, Bogdan M. Wilamowski
2015 J jnl
A Hybrid Constructive Algorithm for Single-Layer Feedforward Networks Learning.
IEEE Trans. Neural Networks Learn. Syst.
Xing Wu, Pawel Rózycki, 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
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 J jnl
PolyNet: A Polynomial-Based Learning Machine for Universal Approximation.
IEEE Trans. Ind. Informatics
Michael S. Pukish III, Pawel Rózycki, Bogdan M. Wilamowski
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
2012 J jnl
Fast and Efficient Second-Order Method for Training Radial Basis Function Networks.
IEEE Trans. Neural Networks Learn. Syst.
Tiantian Xie, Hao Yu, Joel D. Hewlett, Pawel Rózycki, Bogdan M. Wilamowski
2011 — conf
Partial redundancy of the control plane routers in the GMPLS controlled optical networks.
ICUMT
Janusz Korniak, Pawel Rózycki
2010 — conf
The Method of GMPLS Network Reliability Evaluation.
IP&C
Janusz Korniak, Pawel Rózycki
2010 — conf
The weighted graphs approach for the GMPLS network reliability enhancement.
ICUMT
Pawel Rózycki, Andrzej Jajszczyk
2009 — conf
GMPLS Network Reliability Enhancement by Using the Dominating Nodes Approach.
ICC
Pawel Rózycki, Janusz Korniak, Andrzej Jajszczyk
2006 J jnl
Recovery of the control plane after failures in ASON/GMPLS networks.
IEEE Netw.
Andrzej Jajszczyk, Pawel Rózycki