Bogdan M. Wilamowski

73 papers B 10C 10Journal 32Unranked 19
YearRankTypeTitle / Venue / Authors
2022 J jnl
Pre-Trained Models for Non-Intrusive Appliance Load Monitoring.
IEEE Trans. Green Commun. Netw.
Lingxiao Wang, Shiwen Mao, Bogdan M. Wilamowski, Robert M. Nelms
2020 J jnl
A novel modular RBF neural network based on a brain-like partition method.
Neural Comput. Appl.
Junfei Qiao, Xi Meng, Wen-Jing Li, Bogdan M. Wilamowski
2020 J jnl
Ensemble Learning for Load Forecasting.
IEEE Trans. Green Commun. Netw.
Lingxiao Wang, Shiwen Mao, Bogdan M. Wilamowski, R. M. Nelms
2019 — conf
Constructive Cascade Learning Algorithm for Fully Connected Networks.
ICAISC (1)
Xing Wu, Pawel Rózycki, Janusz Kolbusz, Bogdan M. Wilamowski
2019 J jnl
DCMDS-RV: density-concentrated multi-dimensional scaling for relation visualization.
J. Vis.
Bo Wu, James Seale Smith, Bogdan M. Wilamowski, R. M. Nelms
2019 C conf
Effective Training of RBF Networks.
HSI
Pawel Rózycki, Janusz Kolbusz, Aleksander Malinowski, Bogdan M. Wilamowski
2019 J jnl
Neural Network Training With Levenberg-Marquardt and Adaptable Weight Compression.
IEEE Trans. Neural Networks Learn. Syst.
James Seale Smith, Bo Wu, Bogdan M. Wilamowski
2019 — conf
Short-Term Load Forecasting with LSTM Based Ensemble Learning.
iThings/GreenCom/CPSCom/SmartData
Lingxiao Wang, Shiwen Mao, 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 — conf
Discrete Cosine Transform Spectral Pooling Layers for Convolutional Neural Networks.
ICAISC (1)
James Seale Smith, 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 J jnl
A Fast Density and Grid Based Clustering Method for Data With Arbitrary Shapes and Noise.
IEEE Trans. Ind. Informatics
Bo Wu, Bogdan M. Wilamowski
2017 — conf
Discrete Cosine Transformation as Alternative to Other Methods of Computational Intelligence for Function Approximation.
ICAISC (1)
Angelika Olejczak, Janusz Korniak, 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
Parallel Levenberg-Marquardt Algorithm Without Error Backpropagation.
ICAISC (1)
Jaroslaw Bilski, 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 C conf
An efficient grid-based clustering method by finding density peaks.
IECON
Bo Wu, 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
2016 J jnl
Nearest-Neighbor Spline Approximation (NNSA) Improvement to TSK Fuzzy Systems.
IEEE Trans. Ind. Informatics
Jordan Richardson, Janusz Korniak, Philip D. Reiner, Bogdan M. Wilamowski
2016 — conf
Parallel Learning of Feedforward Neural Networks Without Error Backpropagation.
ICAISC (1)
Jaroslaw Bilski, 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 C conf
Adaptive integratable hardware realization of analog neural networks for nonlinear system.
INDIN
Zhan Su, Bogdan M. Wilamowski, Ruixin Wang, Fa Foster Dai
2015 C conf
An algorithm for visualization of big data in a two-dimensional space.
IECON
Bo Wu, Bogdan M. Wilamowski
2015 C conf
Cubic spline as an alternative to methods of machine learning.
INDIN
Jordan Richardson, Philip D. Reiner, Bogdan M. Wilamowski
2015 — conf
Differential amplifiers with enhanced linearity and temperature compensation.
ICIT
Zhan Su, Bogdan M. Wilamowski
2015 J jnl
Efficient incremental construction of RBF networks using quasi-gradient method.
Neurocomputing
Philip D. Reiner, Bogdan M. Wilamowski
2015 J jnl
Fully Connected Cascade Artificial Neural Network Architecture for Attention Deficit Hyperactivity Disorder Classification From Functional Magnetic Resonance Imaging Data.
IEEE Trans. Cybern.
Gopikrishna Deshpande, Peng Wang, D. Rangaprakash, Bogdan M. Wilamowski
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 C conf
Single-DC-source 7-level CHB inverter with multicarrier level-shifted PWM.
IECON
Hani Vahedi, Mohammad Sharifzadeh, Kamal Al-Haddad, 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
2014 J jnl
An Incremental Design of Radial Basis Function Networks.
IEEE Trans. Neural Networks Learn. Syst.
Hao Yu, Philip D. Reiner, Tiantian Xie, Tomasz Bartczak, Bogdan M. Wilamowski
2013 C conf
Segmentation of cerebral cortex MRI images with artificial neural network (ANN) training.
HSI
Michael S. Pukish III, Shumin Wang, Bogdan M. Wilamowski
2012 C conf
A design methodology of lossy transconductance filters.
IECON
Pradeep Dandamudi, Timothy A. Brown, Xing Wu, Marcin Jagiela, 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
2012 J jnl
Introduction to the Special Section on Intelligent Systems.
IEEE Trans. Ind. Electron.
Milos Manic, Honghai Liu, Adam Slowik, Bogdan M. Wilamowski
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 J jnl
Advantages of Radial Basis Function Networks for Dynamic System Design.
IEEE Trans. Ind. Electron.
Hao Yu, Tiantian Xie, Stanislaw Paszczynski, Bogdan M. Wilamowski
2011 J jnl
Compensation of Nonlinearities Using Neural Networks Implemented on Inexpensive Microcontrollers.
IEEE Trans. Ind. Electron.
Nicholas J. Cotton, Bogdan M. Wilamowski
2010 B conf
Compensation of Sensors Nonlinearity with Neural Networks.
AINA
Nicholas J. Cotton, Bogdan M. Wilamowski
2010 B conf
Design of Network Based Software.
AINA
Bogdan M. Wilamowski
2010 J jnl
Improved computation for Levenberg-Marquardt training.
IEEE Trans. Neural Networks
Bogdan M. Wilamowski, Hao Yu
2010 J jnl
Neural Network Learning Without Backpropagation.
IEEE Trans. Neural Networks
Bogdan M. Wilamowski, Hao Yu
2010 B conf
Neural Network Trainer through Computer Networks.
AINA
Nam Pham, Hao Yu, Bogdan M. Wilamowski
2008 J jnl
Computing Gradient Vector and Jacobian Matrix in Arbitrarily Connected Neural Networks.
IEEE Trans. Ind. Electron.
Bogdan M. Wilamowski, Nicholas J. Cotton, Okyay Kaynak, Günhan Dündar
2008 J jnl
Optimization Using a Modified Second-Order Approach With Evolutionary Enhancement.
IEEE Trans. Ind. Electron.
Joel D. Hewlett, Bogdan M. Wilamowski, Günhan Dündar
2006 J jnl
Network Traffic Model for Industrial Environment.
IEEE Trans. Ind. Informatics
Janusz Kolbusz, Stanislaw Paszczynski, Bogdan M. Wilamowski
2005 — ch.
The Transmission Control Protocol.
The Industrial Information Technology Handbook
Aleksander Malinowski, Bogdan M. Wilamowski
2005 — ch.
The User Datagram protocol.
The Industrial Information Technology Handbook
Aleksander Malinowski, Bogdan M. Wilamowski
2003 B conf
A VLSI implementation of mixed-signal mode bipolar neuron circuitry.
IJCNN
Dong Pan, Bogdan M. Wilamowski
2003 B conf
Solving parity-N problems with feedforward neural networks.
IJCNN
Bogdan M. Wilamowski, David K. Hunter, Aleksander Malinowski
2001 J jnl
Internet as a new graphical user interface for the SPICE circuit simulator.
IEEE Trans. Ind. Electron.
Bogdan M. Wilamowski, Aleksander Malinowski, John Regnier
2000 B conf
Establishment of a sliding mode in a nonlinear system by tuning the parameters of a fuzzy controller.
SMC
Mehmet Önder Efe, Okyay Kaynak, Bogdan M. Wilamowski
2000 J jnl
Oil well diagnosis by sensing terminal characteristics of the induction motor.
IEEE Trans. Ind. Electron.
Bogdan M. Wilamowski, Okyay Kaynak
2000 J jnl
Stable training of computationally intelligent systems by using variable structure systems technique.
IEEE Trans. Ind. Electron.
Mehmet Önder Efe, Okyay Kaynak, Bogdan M. Wilamowski
2000 J jnl
VLSI Implementation of Neural Networks.
Int. J. Neural Syst.
Bogdan M. Wilamowski, J. Binfet, M. Okyay Kaynak
1999 B conf
A synchronous high-speed, high-accuracy, loser-take-all circuit.
IJCNN
Bogdan M. Wilamowski, Don L. Jordan
1999 J jnl
Analog implementation of pulse-coupled neural networks.
IEEE Trans. Neural Networks
Yasuhiro Ota, Bogdan M. Wilamowski
1999 B conf
Efficient algorithm for training neural networks with one hidden layer.
IJCNN
Bogdan M. Wilamowski, Yixin Chen, Aleksander Malinowski
1999 J jnl
Neuro-fuzzy architecture for CMOS implementation.
IEEE Trans. Ind. Electron.
Bogdan M. Wilamowski, Richard C. Jaeger, M. Okyay Kaynak
1999 B conf
Spatial to temporal conversion of images using a pulse-coupled neural network.
IJCNN
Eric L. Brown, Bogdan M. Wilamowski
1999 B conf
Using neural networks to predict abnormal returns of quarterly earnings.
IJCNN
Alan M. Safer, Bogdan M. Wilamowski
1997 — conf
Bipolar pattern association using a recurrent winner take all network.
ICNN
John E. McInroy, Bogdan M. Wilamowski
1997 — conf
Speaker identification based on a modified Kohonen network.
ICNN
Karina Vieira, Bogdan M. Wilamowski, Robert Kubichek
1997 — conf
VLSI architecture for analog bidirectional pulse-coupled neural networks.
ICNN
Yasuhiro Ota, Bogdan M. Wilamowski
1996 — conf
CMOS implementation of a pulse-coupled neuron cell.
ICNN
Bogdan M. Wilamowski, Richard C. Jaeger, Mary Lou Padgett, Lawrence J. Myers
1996 J jnl
Cmos Implementation of a voltage-Mode Fuzzy Min-Max Controller.
J. Circuits Syst. Comput.
Yasuhiro Ota, Bogdan M. Wilamowski
1996 — conf
Implementation of RBF type networks by MLP networks.
ICNN
Bogdan M. Wilamowski, Richard C. Jaeger