Updated Feb. 2014

 

 

 

 

 

Recursive Hidden Input Estimation in Nonlinear Dynamic Systems with Varying Amounts of a priori Knowledge.  Signal Processing, Volume 99, June 2014, Pages 171-184,

U. Gunturkan, James P. Reilly, Hubert deBruin and T. Kirubarajan
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A Machine Learning Approach Using EEG Data to Predict Response to SSRI Treatment for Major Depressive Disorder”, Clinical Neurophysiology, Vol. 124, No. 10, Oct. 2013, pp. 1975 - 1985. A. Khodayari-Rostamabad, J.P. Reilly, G.M. Hasey, H. de Bruin and D.J. MacCrimmon

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Minimum Variance Brain Source Localization for Short Data Sequences”, IEEE Trans. Biomed. Eng., Vol. 61 No. 2, Feb. 2014, pp. 535-546.

Maryam Ravan, James P. Reilly, and Gary Hasey

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Sizing of 3-D arbitrary defects using magnetic flux leakage measurements
IEEE Trans. Magn, vol. 46, no. 4, April 2010, pp. 1024 - 1033, 2010
Maryam Ravan, Reza K. Amineh, Slawomir Koziel, Natalia K. Nikolova, and James P. Reilly
Abstract

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A Machine Learning Approach for Distinguishing Age of Infants Using Auditory Evoked Potentials  Clinical Neurophysiology, Vol. 122, No. 11, Nov., 2011, pp. 2139-50.
M. Ravan, J. Reilly, L. Trainor and A. Khodayari-Rostamabad
Abstract

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Mean Square Error in Periodogram Approaches with Adaptive Windowing
IEEE Trans. Signal Processing, Vol. 59, No. 3, March, 2011.
S. Beheshti, M. Ravan, J. Reilly and L. Trainor
Abstract

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Machine Learning Methodologies Using Pre-Treatment Electroencephalography Can Predict The Symptomatic Response To Clozapine Therapy
Clinical Neurophysiology, Vol. 121, Issue 12, Dec. 2010
Ahmad Khodayari-Rostamabad, Gary M. Hasey, Duncan J. MacCrimmon, James P. Reilly and Hubert de Bruin
Abstract

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Minimizing Nonconvex Functions for Sparse Vector Reconstruction
IEEE Trans. Signal Processing, Vol. 58, No. 7, July 2010
N. Mourad and J. Reilly
Abstract

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Sizing of Multiple Cracks Using Magnetic Flux Leakage Measurements
IET Science, Measurement & Technology, vol. 4, no. 1, 2010
M. Ravan, R.K. Amineh, S. Kozeil, N.K. Nikolova and J.P. Reilly
Abstract

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A Space Mapping Methodology for Defect Characterization from Magnetic Flux Leakage Measurements
IEEE Trans. Magnetics, Vol. 44, No. 8, Aug. 2008
R. K. Amineh , S. Koziel , N. K. Nikolova , J. W. Bandler , and J. P. Reilly
Abstract

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Machine Learning Techniques for the Analysis of Magnetic Flux Leakage Images in Pipeline Inspection
IEEE Transactions on Magnetics, 2009.
Ahmad Khodayari-Rostamabad, J.P. Reilly, N.K. Nikolova, J.R. Hare, and Sabir Pasha
Abstract

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Approximate Conditional Mean Particle Filtering for Linear/Nonlinear Dynamic State Space Models
IEEE Transactions on Signal Processing, Vol. 58, No.12, December 2008.
Derek Yee, J.P. Reilly, T. Kirubarajan, and K. Punithakumar
Abstract

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Characterization of Surface Breaking Cracks Using One Tangential Component of Magnetic        

Leakage Field IEEE Transactions on Magnetics, Vol. 44, No.4, April 2008.                                    

R.K. Amineh, N.K. Nikolova, J.P. Reilly, and J.R. Hare                                                                    
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An EM Algorithm for Nonlinear State Estimation with Model Uncertainties
IEEE Transactions on Signal Processing, Vol. 56, No.3, March 2008.
Amin Zia, T. Kirubarajan, J.P. Reilly, Derek Yee, K. Punithakumar, and S. Shirani
Abstract

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A Blind Sequential Monte Carlo Receiver for OFDM Systems in the Presence of Phase Noise, Multipath fading, and Channel Order Uncertainty
IEEE Transactions on Signal Processing, Vol. 55, No.9, September 2007.
Derek Yee, J.P. Reilly, and T. Kirubarajan
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An Information Geometric Approach to ML Estimation With Incomplete Data: Application to Semi-Blind MIMO Channel
IEEE Transactions on Signal Processing, Vol. 55, No.8, August 2007.
Amin Zia, J.P. Reilly, Jonathan Manton, and Shahram Shirani
Abstract

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A Frequency Domain Method for Blind Source Separation of Convolutive Audio MixturesIEEE Transactions on Speech and Audio Processing, Vol. 13, No.5, September 2005.
Kamran Rahbar, J.P. Reilly and Jonathan H. Manton
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Efficient Design of Oversampled NPR GDFT filterbanks
IEEE Transactions on Signal Processing, Vol. 52, July 2004.
Matthew R. Wilbur, Timothy N. Davidson, J.P. Reilly
Abstract

Matlab code and a related application of this research in a Filtered Multitone Modulation (FMT) scheme are available at Dr. Davidson's site:
http://www.ece.mcmaster.ca/~davidson/pubs/matt.html

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Wideband Array Signal Processing Using MCMC Methods
To appear IEEE Transactions on Signal Processing
William Ng, J.P. Reilly, T. Kirubarajan, and J.-R. Larocque
Abstract
Also available are:
"The derivation of the second-order Bayesian Importance function for wideband array signal",
"The derivation of the PCRB for wideband array signal", and
"The derivation of the theoretical CRLB for array signal processing for wideband signal".

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A New Frequency Domain Method for Blind Source Separation of Convolutive Audio Mixtures
To appear IEEE Transactions on Speech and Audio Processing
Kamran Rahbar and J.P. Reilly
Abstract
Matlab code implementing the blind source separation algorithm on data collected in a reverberant room is available on request by emailing Prof. Reilly: reillyj@mcmaster.ca

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Particle Filters for Joint Detection, Estimation and Tracking of an Unknown Number of Directions of Arrival
IEEE Transactions on Signal Processing, Vol. 50, No. 12, Dec., 2002 pp. 2926-2937.
J.-R. Larocque, J.P. Reilly, and William Ng
Abstract

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Blind identification of MIMO FIR systems driven by quasi-stationary sources using second order statistics:
A frequency domain approach
IEEE Transactions on Signal Processing, Feb. 2004

Kamran Rahbar, J.P. Reilly, Jonathan H. Manton                                                                     
Abstract                                                                  

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