An associative memory knowledge base for diagnostic and high level control functions. - Wei Kang Tsai; Alexander G. Parlos; Benito Fernández (TAI, 1990)

Nonlinear dynamic system identification using artificial neural networks (ANNs). - Benito Fernández; Alexander G. Parlos; Wei Kang Tsai (IJCNN, 1990)

ASDM-a novel neural network model based on sparse distributed memory. - Wei Kang Tsai; Alexander G. Parlos; Benito Fernández (IJCNN, 1990)

Fuzzy logic and neural networks: clips from the field. - Alexander G. Parlos (IEEE Trans. Neural Networks, 1994)

Application of the recurrent multilayer perceptron in modeling complex process dynamics. - Alexander G. Parlos; Kil To Chong; Amir F. Atiya (IEEE Trans. Neural Networks, 1994)

An accelerated learning algorithm for multilayer perceptron networks. - Alexander G. Parlos; Benito Fernández; Amir F. Atiya; Jayakumar Muthusami; Wei Kang Tsai (IEEE Trans. Neural Networks, 1994)

A neural network-based speed filter for induction motors: Adapting to motor load changes. - Raj Mohan Bharadwaj; Alexander G. Parlos; Hamid A. Toliyat; Sunil K. Menon (IJCNN, 1999)

Adaptive state estimation using dynamic recurrent neural networks. - Alexander G. Parlos; Sunil K. Menon; Amir F. Atiya (IJCNN, 1999)

Control-relevant modeling of the Czockralski single crystal growth process using neural networks. - Jayakumar Muthusami; Alexander G. Parlos; R. Kumar Pandey; Jo W. Howze (ACC, 2000)

Multi-step-ahead prediction using dynamic recurrent neural networks. - Alexander G. Parlos; Omar T. Rais; Amir F. Atiya (Neural Networks, 2000)

New results on recurrent network training: unifying the algorithms and accelerating convergence. - Amir F. Atiya; Alexander G. Parlos (IEEE Trans. Neural Networks Learn. Syst., 2000)

Development and experimental demonstration of a model-based fault detection system for electromechanical systems. - Alexander G. Parlos; Kyusung Kim (ACC, 2001)

Neuro-predictive process control using online controller adaptation. - Alexander G. Parlos; Sanjay Parthasarathy; Amir F. Atiya (IEEE Trans. Control. Syst. Technol., 2001)

An algorithmic approach to adaptive state filtering using recurrent neural networks. - Alexander G. Parlos; Sunil K. Menon; Amir F. Atiya (IEEE Trans. Neural Networks, 2001)

Detection of induction motor faults-combining signal-based and model-based techniques. - Alexander G. Parlos; Kyusung Kim; Raj Mohan Bharadwaj (ACC, 2002)

Control-relevant discretization of nonlinear systems with time-delay using Taylor-Lie series. - Nikolaos Kazantzis; Kil To Chong 001; Jong Ho Park; Alexander G. Parlos (ACC, 2003)

A transport model for flow processes characterized by time-varying time delays. - Alexander G. Parlos; Dan Ye (CDC, 2003)

Sensorless fault diagnosis of induction motors. - Kyusung Kim; Alexander G. Parlos; Raj Mohan Bharadwaj (IEEE Trans. Ind. Electron., 2003)

Prediction of MPEG-coded video source traffic using recurrent neural networks. - Aninda Bhattacharya; Alexander G. Parlos; Amir F. Atiya (IEEE Trans. Signal Process., 2003)

A Neural Network Method for Induction Machine Fault Detection with Vibration Signal. - Hua Su; Kil To Chong 001; Alexander G. Parlos (ICCSA (2), 2005)

Sparse basis selection: new results and application to adaptive prediction of video source traffic. - Amir F. Atiya; Mohamed A. Aly; Alexander G. Parlos (IEEE Trans. Neural Networks, 2005)

Guest Editorial Introduction to the Special Issue on Adaptive Learning Systems in Communication Networks. - Alexander G. Parlos; Chuanyi Ji; Thomas Parisini; Marco Baglietto; Amir F. Atiya; Kimberly C. Claffy (IEEE Trans. Neural Networks, 2005)

Predictive Path Switching Control for Improving the Quality of Service in Real-Time Applications. - Dan Ye; Alexander G. Parlos (J. Sel. Topics Signal Processing, 2007)