Bogdan M. Wilamowski - Publications, H-index & Citations

Bogdan M. Wilamowski

auburn university system

40H指数

343论文数

7.4K被引数

收录论文 24

发表时间

Pre-Trained Models for Non-Intrusive Appliance Load Monitoring

IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING

IF6.7

2022-03-01

OAAI

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

Ensemble Learning for Load Forecasting 用于负荷预测的集成学习

IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING

IF6.7

2020-06-01

OAAI

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

Neural Network Training With Levenberg-Marquardt and Adaptable Weight Compression 基于levenberg-marquardt和自适应权值压缩的神经网络训练

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2019-02-01

PREAI

Smith, James S.; Wu, Bo; Wilamowski, Bogdan M.

Nonlinear System Modeling Using RBF Networks for Industrial Application

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2018-03-01

PREAI

Meng, Xi; Rozycki, Pawel; Qiao, Jun-Fei; Wilamowski, Bogdan M.

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

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2017-08-01

PREAI

Wu, Bo; Wilamowski, Bogdan M.

Linearization of Bipolar Amplifiers Based on Neural-Network Training Algorithm

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

IF7.2

2016-06-01

PREAI

Su, Zhan; Kolbusz, Janusz; Wilamowski, Bogdan M.

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

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2016-02-01

PREAI

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

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

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2015-12-01

111

PREAI

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

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

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

IF7.2

2015-10-01

200

PREAI

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

A Hybrid Constructive Algorithm for Single-Layer Feedforward Networks Learning

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2015-08-01

PREAI

Wu, Xing; Rozycki, Pawel; Wilamowski, Bogdan M.

PolyNet: A Polynomial-Based Learning Machine for Universal Approximation PolyNet: 一种基于多项式的通用逼近学习机

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2015-06-01

PREAI

Pukish, Michael S.; Rozycki, Pawel; Wilamowski, Bogdan M.

An Incremental Design of Radial Basis Function Networks 径向基函数网络的增量式设计

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2014-10-01

116

PREAI

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

Introduction to the Special Section on Intelligent Systems

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

IF7.2

2012-08-01

PREAI

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

Selection of Proper Neural Network Sizes and Architectures-A Comparative Study 选择适当的神经网络大小和架构-比较研究

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2012-05-01

331

PREAI

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

Fast and Efficient Second-Order Method for Training Radial Basis Function Networks 快速高效的二阶径向基函数网络训练方法

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2012-04-01

103

PREAI

Xie, Tiantian; Yu, Hao; Hewlett, Joel; Rozycki, Pawel; Wilamowski, Bogdan

Advantages of Radial Basis Function Networks for Dynamic System Design

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

IF7.2

2011-12-01

364

PREAI

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

Computing Gradient Vector and Jacobian Matrix in Arbitrarily Connected Neural Networks

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

IF7.2

2008-10-01

120

PREAI

Wilamowski, Bogdan M.; Cotton, Nicholas J.; Kaynak, Okyay; Dundar, Gunhan

Optimization using a modified second-order approach with evolutionary enhancement

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

IF7.2

2008-09-01

PREAI

Hewlett, Joel D.; Wilamowski, Bogdan M.; Dundar, Gunhan

Network traffic model for industrial environment

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2006-11-01

PREAI

Kolbusz, Janusz; Paszczynski, Stanislaw; Wilamowski, Bogdan M.

A robust on-line learning algorithm for intelligent control systems

INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING

IF3.8

2003-07-31

PREAI

Efe, MÖ; Kaynak, O; Wilamowski, BM; Yu, XH

研究方向