Bogdan M. Wilamowski

According to our database, Bogdan M. Wilamowski authored at least 71 papers between 1996 and 2022.

Collaborative distances:

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

2022

Pre-Trained Models for Non-Intrusive Appliance Load Monitoring.

Lingxiao Wang, Shiwen Mao, Bogdan M. Wilamowski, Robert M. Nelms

IEEE Trans. Green Commun. Netw., 2022

2020

Ensemble Learning for Load Forecasting.

Lingxiao Wang, Shiwen Mao, Bogdan M. Wilamowski, R. M. Nelms

IEEE Trans. Green Commun. Netw., 2020

A novel modular RBF neural network based on a brain-like partition method.

Junfei Qiao, Xi Meng, Wen-Jing Li, Bogdan M. Wilamowski

Neural Comput. Appl., 2020

2019

Neural Network Training With Levenberg-Marquardt and Adaptable Weight Compression.

James Seale Smith, Bo Wu, Bogdan M. Wilamowski

IEEE Trans. Neural Networks Learn. Syst., 2019

DCMDS-RV: density-concentrated multi-dimensional scaling for relation visualization.

Bo Wu, James Seale Smith, Bogdan M. Wilamowski, R. M. Nelms

J. Vis., 2019

Short-Term Load Forecasting with LSTM Based Ensemble Learning.

Lingxiao Wang, Shiwen Mao, Bogdan M. Wilamowski

Proceedings of the 2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 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

Discrete Cosine Transform Spectral Pooling Layers for Convolutional Neural Networks.

James Seale Smith, Bogdan M. Wilamowski

Proceedings of the Artificial Intelligence and Soft Computing, 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

A Fast Density and Grid Based Clustering Method for Data With Arbitrary Shapes and Noise.

Bo Wu, Bogdan M. Wilamowski

IEEE Trans. Ind. Informatics, 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

Discrete Cosine Transformation as Alternative to Other Methods of Computational Intelligence for Function Approximation.

Angelika Olejczak, Janusz Korniak, 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

Parallel Levenberg-Marquardt Algorithm Without Error Backpropagation.

Jaroslaw Bilski, Bogdan M. Wilamowski

Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016

Nearest-Neighbor Spline Approximation (NNSA) Improvement to TSK Fuzzy Systems.

Jordan Richardson, Janusz Korniak, Philip D. Reiner, Bogdan M. Wilamowski

IEEE Trans. Ind. Informatics, 2016

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

Zhan Su, Janusz Kolbusz, Bogdan M. Wilamowski

IEEE Trans. Ind. Electron., 2016

An efficient grid-based clustering method by finding density peaks.

Bo Wu, Bogdan M. Wilamowski

Proceedings of the IECON 2016, 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

Parallel Learning of Feedforward Neural Networks Without Error Backpropagation.

Jaroslaw Bilski, 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

Fully Connected Cascade Artificial Neural Network Architecture for Attention Deficit Hyperactivity Disorder Classification From Functional Magnetic Resonance Imaging Data.

Gopikrishna Deshpande, Peng Wang, D. Rangaprakash, Bogdan M. Wilamowski

IEEE Trans. Cybern., 2015

Efficient incremental construction of RBF networks using quasi-gradient method.

Philip D. Reiner, Bogdan M. Wilamowski

Neurocomputing, 2015

Adaptive integratable hardware realization of analog neural networks for nonlinear system.

Zhan Su, Bogdan M. Wilamowski, Ruixin Wang, Fa Foster Dai

Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

Cubic spline as an alternative to methods of machine learning.

Jordan Richardson, Philip D. Reiner, Bogdan M. Wilamowski

Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

An algorithm for visualization of big data in a two-dimensional space.

Bo Wu, Bogdan M. Wilamowski

Proceedings of the IECON 2015, 2015

Single-DC-source 7-level CHB inverter with multicarrier level-shifted PWM.

Hani Vahedi, Mohammad Sharifzadeh, Kamal Al-Haddad, Bogdan M. Wilamowski

Proceedings of the IECON 2015, 2015

Differential amplifiers with enhanced linearity and temperature compensation.

Zhan Su, Bogdan M. Wilamowski

Proceedings of the IEEE International Conference on Industrial Technology, 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

2014

An Incremental Design of Radial Basis Function Networks.

Hao Yu, Philip D. Reiner, Tiantian Xie, Tomasz Bartczak, Bogdan M. Wilamowski

IEEE Trans. Neural Networks Learn. Syst., 2014

2013

Segmentation of cerebral cortex MRI images with artificial neural network (ANN) training.

Michael S. Pukish III, Shumin Wang, Bogdan M. Wilamowski

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

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

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

Introduction to the Special Section on Intelligent Systems.

Milos Manic, Honghai Liu, Adam Slowik, Bogdan M. Wilamowski

IEEE Trans. Ind. Electron., 2012

A design methodology of lossy transconductance filters.

Pradeep Dandamudi, Timothy A. Brown, Xing Wu, Marcin Jagiela, Bogdan M. Wilamowski

Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

2011

Advantages of Radial Basis Function Networks for Dynamic System Design.

Hao Yu, Tiantian Xie, Stanislaw Paszczynski, Bogdan M. Wilamowski

IEEE Trans. Ind. Electron., 2011

Compensation of Nonlinearities Using Neural Networks Implemented on Inexpensive Microcontrollers.

Nicholas J. Cotton, Bogdan M. Wilamowski

IEEE Trans. Ind. Electron., 2011

2010

Neural Network Learning Without Backpropagation.

Bogdan M. Wilamowski, Hao Yu

IEEE Trans. Neural Networks, 2010

Improved computation for Levenberg-Marquardt training.

Bogdan M. Wilamowski, Hao Yu

IEEE Trans. Neural Networks, 2010

Design of Network Based Software.

Bogdan M. Wilamowski

Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications, 2010

Neural Network Trainer through Computer Networks.

Nam Pham, Hao Yu, Bogdan M. Wilamowski

Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications, 2010

Compensation of Sensors Nonlinearity with Neural Networks.

Nicholas J. Cotton, Bogdan M. Wilamowski

Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications, 2010

2008

Computing Gradient Vector and Jacobian Matrix in Arbitrarily Connected Neural Networks.

Bogdan M. Wilamowski, Nicholas J. Cotton, Okyay Kaynak, Günhan Dündar

IEEE Trans. Ind. Electron., 2008

Optimization Using a Modified Second-Order Approach With Evolutionary Enhancement.

Joel D. Hewlett, Bogdan M. Wilamowski, Günhan Dündar

IEEE Trans. Ind. Electron., 2008

2006

Network Traffic Model for Industrial Environment.

Janusz Kolbusz, Stanislaw Paszczynski, Bogdan M. Wilamowski

IEEE Trans. Ind. Informatics, 2006

2005

The User Datagram protocol.

Aleksander Malinowski, Bogdan M. Wilamowski

Proceedings of the Industrial Information Technology Handbook, 2005

The Transmission Control Protocol.

Aleksander Malinowski, Bogdan M. Wilamowski

Proceedings of the Industrial Information Technology Handbook, 2005

2001

Internet as a new graphical user interface for the SPICE circuit simulator.

Bogdan M. Wilamowski, Aleksander Malinowski, John Regnier

IEEE Trans. Ind. Electron., 2001

2000

Oil well diagnosis by sensing terminal characteristics of the induction motor.

Bogdan M. Wilamowski, Okyay Kaynak

IEEE Trans. Ind. Electron., 2000

Stable training of computationally intelligent systems by using variable structure systems technique.

Mehmet Önder Efe, Okyay Kaynak, Bogdan M. Wilamowski

IEEE Trans. Ind. Electron., 2000

VLSI Implementation of Neural Networks.

Bogdan M. Wilamowski, J. Binfet, M. Okyay Kaynak

Int. J. Neural Syst., 2000

Establishment of a sliding mode in a nonlinear system by tuning the parameters of a fuzzy controller.

Mehmet Önder Efe, Okyay Kaynak, Bogdan M. Wilamowski

Proceedings of the IEEE International Conference on Systems, 2000

1999

Analog implementation of pulse-coupled neural networks.

Yasuhiro Ota, Bogdan M. Wilamowski

IEEE Trans. Neural Networks, 1999

Neuro-fuzzy architecture for CMOS implementation.

Bogdan M. Wilamowski, Richard C. Jaeger, M. Okyay Kaynak

IEEE Trans. Ind. Electron., 1999

A synchronous high-speed, high-accuracy, loser-take-all circuit.

Bogdan M. Wilamowski, Don L. Jordan

Proceedings of the International Joint Conference Neural Networks, 1999

Efficient algorithm for training neural networks with one hidden layer.

Bogdan M. Wilamowski, Yixin Chen, Aleksander Malinowski

Proceedings of the International Joint Conference Neural Networks, 1999

Using neural networks to predict abnormal returns of quarterly earnings.

Alan M. Safer, Bogdan M. Wilamowski

Proceedings of the International Joint Conference Neural Networks, 1999

Spatial to temporal conversion of images using a pulse-coupled neural network.

Eric L. Brown, Bogdan M. Wilamowski

Proceedings of the International Joint Conference Neural Networks, 1999

1997

Speaker identification based on a modified Kohonen network.

Karina Vieira, Bogdan M. Wilamowski, Robert Kubichek

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

VLSI architecture for analog bidirectional pulse-coupled neural networks.

Yasuhiro Ota, Bogdan M. Wilamowski

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

Bipolar pattern association using a recurrent winner take all network.

John E. McInroy, Bogdan M. Wilamowski

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1996

Cmos Implementation of a voltage-Mode Fuzzy Min-Max Controller.

Yasuhiro Ota, Bogdan M. Wilamowski

J. Circuits Syst. Comput., 1996

CMOS implementation of a pulse-coupled neuron cell.

Bogdan M. Wilamowski, Richard C. Jaeger, Mary Lou Padgett, Lawrence J. Myers

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Implementation of RBF type networks by MLP networks.

Bogdan M. Wilamowski, Richard C. Jaeger

Proceedings of International Conference on Neural Networks (ICNN'96), 1996