PAPERS

Narges Armanfard, James P. Reilly, Majid Komeili, “Feature Selection and Classification Based on Local Modeling of the Sample Space”, accepted by IEEE Trans. Neural Networks and Learning Systems, Feb. 2017. DOI: 10.1109/TNNLS.2017.2676101.

Amabilis Harrison, Michael Noseworthy, James Reilly, Weiguang Guan, John Connelly, “EEG and fMRI agree: mental arithmetic is the easiest form of imagery to detect”, Consciousness and Cognition, Vol. 48, Feb. 2017 pp. 104-116.

Nasser Mourad, James P. Reilly, T. Kirubarajan, “Majorization--Minimization for Blind Source Separation of Sparse Sources”, Signal Processing, Vol 131, Feb. 2017, pp. 120 – 133.

Narges Armanfard, James P. Reilly, Majid Komeili, “Local Feature Selection for Data Classification”, IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 38, No. 6, June 2016, pp. 1217-1227.

Amabilis H. Harrison, Michael D. Noseworthy, James P. Reilly, John F. Connolly, “Ballistocardiogram Correction in Simultaneous EEG/ fMRI Recordings: A Comparison of Average Artifact Subtraction and Optimal Basis Set Methods Using Two Popular Software Tools”, Critical Reviews in Biomedical Engineering, Vol. 42, No.2, 2014, pp.95 – 107

Siamak Salari Sharif, James P. Reilly, John F. MacGregor, “Constrained Kernelized Partial Least Squares in the Presence of Structured Noise”, Chemometrics, Vol. 28, No. 10, Oct. 2014, pp.762-772.

Maryam Ravan, Duncan MacCrimmon, James P. Reilly, Gary Hasey, and Ahmad Khodayari-Rostamabad, “A Machine Learning Approach Using Brain Source Localization on P300 Responses to Investigate the Effect of Clozapine Therapy”, Clinical Neurophysiology Vol. 126, Issue 4, April 2015, pp.721 – 730.

U. Gunturkan, James P. Reilly, Hubert de Bruin and T. Kirubarajan, “Recursive Hidden Input Estimation in Nonlinear Dynamic Systems with Varying Amounts of a priori Knowledge”, to appear, Signal Processing, ISSN 0165-1684.

Maryam Ravan, James P. Reilly, and Gary Hasey, “Minimum Variance Brain Source Localization for Short Data Sequences”, IEEE Trans. Biomed. Eng., Vol. 61 No. 2, Feb. 2014, pp. 535-546.

A. Khodayari-Rostamabad, J.P. Reilly, G.M. Hasey, H. de Bruin and D.J. MacCrimmon, 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.

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

S. Beheshti, M. Ravan, J. Reilly and L. Trainor, “Mean Square Error in Periodogram Approaches with Adaptive Windowing”, IEEE Trans. Signal Processing, Vol. 59, No. 3, March, 2011, pp. 923-935.

Ahmad Khodayari-Rostamabad, Gary M. Hasey, Duncan J. MacCrimmon, James P. Reilly and Hubert de Bruin, “Machine Learning Methodologies Using Pre-Treatment Electroencephalography Can Predict The Symptomatic Response To Clozapine Therapy, Clinical Neurophysiology, Vol. 121, Issue 12, Dec. 2010, pp. 1998 – 2006.

N. Mourad and J. Reilly, “Minimizing Nonconvex Functions for Sparse Vector Reconstruction”, IEEE Trans. Signal Processing, Vol. 58, No. 7, July 2010 pp. 3496- 3485.

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

M. Ravan, R.K. Amineh, S. Kozeil, N.K. Nikolova and J.P. Reilly, “Sizing of Multiple Cracks Using Magnetic Flux Leakage Measurements”, IET Science, Measurement & Technology, vol. 4, no. 1, pp. 1–11, 2010.

Ahmad Khodayari-Rostamabad, James P. Reilly, and Natalia K. Nikolova, J.R. Hare and S. Pasha, “Machine Learning Techniques for the Analysis of Magnetic Flux Leakage Images in Pipeline Inspection”, IEEE. Trans. Magnetics, Vol. 45, No. 8, Aug. 2009, pp. 3073-3084.

R. K. Amineh , S. Koziel , N. K. Nikolova , J. W. Bandler , and J. P. Reilly, “A Space Mapping Methodology for Defect Characterization from Magnetic Flux Leakage Measurements”, IEEE Trans. Magnetics, Vol. 44, No. 8, Aug. 2008, pp. 2058-2067.

Derek Yee, James P. Reilly, and T. Kirubarajan, “Approximate Conditional Mean Particle Filtering for Linear/Nonlinear Dynamic State Space Models”, IEEE Trans. Signal Processing, Vol. 58, No. 12, Dec. 2008, pp.5790-5803.

Reza Khalaj Amineh, Natalia K. Nikolova, James P. Reilly, and James R. Hare, “Characterization of Surface Breaking Cracks Using One Tangential Component of Magnetic Leakage Field” IEEE Trans. Magnetics, Vol. 44, No.4, Apr, 2008, pp. 516-524.

Amin Zia, Thia Kirubarajan, James P. Reilly, D. Yee, K. Punithikumar, and S. Shirani, “An EM algorithm for nonlinear state estimation with model uncertainties”, IEEE Trans. Signal Processing, Vol. 56, No. 3, March, 2008, pp. 921-936.

Amin Zia, James P. Reilly, Jonathan Manton, “An Information Geometric Approach to ML Estimation With Incomplete Data: Application to Semi-Blind MIMO Channel Identification”, IEEE Trans. Signal Processing, Vol. 55, No. 8, Aug. 2007, pp. 3975 – 3986.

Derek Yee, James P. Reilly, Thia Kirubarajan, “A blind sequential Monte Carlo receiver for OFDM systems in the presence of phase noise, multipath fading and channel order uncertainty, IEEE Trans. Signal Processing, Vol. 55, No. 9, Sept. 2007, pp. 4581-4598.

K. Rahbar and J.P.Reilly, “A Frequency Domain Method for Blind Source Separation of Convolutive Audio Mixtures”, IEEE. Trans on Speech and Audio Processing, Vol. 13, No. 5, Sept., 2005, pp. 832-844.

William Ng, J.P. Reilly, T. Kirubarajan and J-R. Larocque, “Wideband array signalprocessing using MCMC methods”, IEEE Trans. Signal Processing, Volume 53, No. 2, Feb. 2005, pp. 411 - 426

M.R. Wilbur, T.N. Davidson, and J.P. Reilly, “Efficient design of oversampled NPR GDFT filterbanks”, IEEE Trans. Signal Processing, Vol. 52, No. 7, July, 2004, pp. 1947 - 1963.

K. Rahbar, J.P. Reilly, and J.H. Manton, “Blind identification of MIMO FIR systems driven by quasi-stationary sources using second order statistics: A frequency domain approach”, IEEE Transactions on Signal Processing, Vol. 52, No. 2, Feb. 2004, pp. 406- 417.

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

J.P. Reilly, Matt Wilbur, Mike Seibert and Nima Ahmadvand "The Single-Sided Subband Decomposition: Application to the Decimation of Large Problems", IEEE Transactions on Signal Processing, Vol 50, No. 11, Nov., 2002, pp. 2730-2744.

J.-R. Larocque and J.P. Reilly, "Reversible Jump MCMC for Joint Detection and Estimation of Directions of Arrival in Coloured Noise", IEEE Transactions on Signal Processing,Vol. 50, No 2. Feb., 2002 (special issue on Monte-Carlo techniques), pp. 231-240.

W.G. Chen, J.P. Reilly, and K.M. Wong, "Detection of the number of signals in the presence of noise with banded covariance matrices", IEE Proc., Radar, Sonar and Navigation, Vol. 143, No. 5, Oct. 1996, pp. 289-294.

J. Reilly and T. Jelonek, "Real-time, analog, global optimization with constraints: Application to the direction of arrival estimation problem", IEEE Trans. CAS-II, Vol. 42, No. 4. Apr. 1995, pp. 233-244.

S. Haykin, J.P. Reilly, V. Kezys and E. Vertatschitsch, "Some aspects of array signal processing", Proc. IEE, Pt. F., Feb. 1992 (Special issue on radar techniques.), Vol. 139, No. 1, pp. 1-26.

J.P. Reilly and K.M. Wong, "Estimation of the directions of signals in unknown correlated noise: Part II - Asymptotic behaviour and performance of the MAP approach", IEEE Trans. Signal Processing, Vol. 40, No. 8, Aug, 1992, pp. 2018-2028.

K.M. Wong, J.P. Reilly, S. Qiao and Q. Wu, "Estimation of the directions of signals in unknown correlated noise: Part I - The MAP approach and its implementation", IEEE Trans. Signal Processing, Vol. 40, No. 8, Aug, 1992, pp. 2007-2017.

W.G. Chen, K.M. Wong and J.P. Reilly, "Detection of the number of signals: A predicted eigen-threshold approach", IEEE Trans. Signal Processing, May 1991, pp. 1088-1098.

K.M. Wong, Q.T. Zhang, J.P. Reilly and P.C. Yip, "On information theoretic criteria for the determination of the number of signals in high-resolution array processing", IEEE Trans. ASSP, Nov. 1990, pp. 1959-1971.

Q.T. Zhang, K.M. Wong, P.C. Yip and J.P. Reilly, "Statistical analysis of the performanceof information theoretic criteria in the detection of number of signals in array processing", IEEE Trans. Acoust. Speech and Signal Proc. (ASSP), Vol. 37, No. 10, Oct. 1989, pp. 1557-1567.

J.P. Reilly and M.K. Law, "A fast, high-performance array processing technique for angleof-arrival estimation and detection of the number of incident signals", Can J. Elect. and Comp. Eng., Vol. 14, No. 2, 1989, pp.38-45.

J.P. Reilly, X.P. Huang and K.M. Wong, "Threshold extension of the modified FBLP algorithm", Can. J. Elect. and Comp. Eng., Vol. 14, No. 2, 1989, pp. 46-54.

J.P. Reilly, J. Litva and P. Bauman, "A new angle-of-arrival estimator: Its comparative evaluation applied to the low-angle tracking radar problem", IEE Proc., Vol. 135, Pt. F, No. 5, Oct. 1988, pp. 408-420.

J.P. Reilly and S. Haykin, "Maximum-likelihood receiver for low-angle tracking radar, part II - The nonsymmetric case", IEE Proc., Vol. 129, Pt. F, No. 5, Oct. 1982, pp. 331-340.

S. Haykin and J.P. Reilly, "Maximum-likelihood receiver for low-angle tracking radar, part I - The symmetric case", IEE Proc., Vol. 129, Pt. F, No. 4, Aug. 1982, pp. 261-272.

M.S. Suthers, C.K. Campbell and J.P. Reilly, "SAW bandpass filter design using Hermitian function techniques", IEEE Trans. on Sonics and Ultrasonics, Vol. SU-27, No. 2, March 1980, pp. 90-93.

J.P. Reilly, C.K. Campbell and M.S. Suthers, "The design of SAW bandpass filters exhibiting arbitrary phase and amplitude response characteristics", IEEE Trans. on Sonics and Ultra-Sonics, Vol. SU-24, No. 5, Sept. 1977, pp. 301-305.

Amabilis Harrison, Michael Noseworthy, James Reilly, Weiguang Guan, John Connelly, “EEG and fMRI agree: mental arithmetic is the easiest form of imagery to detect”, Consciousness and Cognition, Vol. 48, Feb. 2017 pp. 104-116.

Nasser Mourad, James P. Reilly, T. Kirubarajan, “Majorization--Minimization for Blind Source Separation of Sparse Sources”, Signal Processing, Vol 131, Feb. 2017, pp. 120 – 133.

Narges Armanfard, James P. Reilly, Majid Komeili, “Local Feature Selection for Data Classification”, IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 38, No. 6, June 2016, pp. 1217-1227.

Amabilis H. Harrison, Michael D. Noseworthy, James P. Reilly, John F. Connolly, “Ballistocardiogram Correction in Simultaneous EEG/ fMRI Recordings: A Comparison of Average Artifact Subtraction and Optimal Basis Set Methods Using Two Popular Software Tools”, Critical Reviews in Biomedical Engineering, Vol. 42, No.2, 2014, pp.95 – 107

Siamak Salari Sharif, James P. Reilly, John F. MacGregor, “Constrained Kernelized Partial Least Squares in the Presence of Structured Noise”, Chemometrics, Vol. 28, No. 10, Oct. 2014, pp.762-772.

Maryam Ravan, Duncan MacCrimmon, James P. Reilly, Gary Hasey, and Ahmad Khodayari-Rostamabad, “A Machine Learning Approach Using Brain Source Localization on P300 Responses to Investigate the Effect of Clozapine Therapy”, Clinical Neurophysiology Vol. 126, Issue 4, April 2015, pp.721 – 730.

U. Gunturkan, James P. Reilly, Hubert de Bruin and T. Kirubarajan, “Recursive Hidden Input Estimation in Nonlinear Dynamic Systems with Varying Amounts of a priori Knowledge”, to appear, Signal Processing, ISSN 0165-1684.

Maryam Ravan, James P. Reilly, and Gary Hasey, “Minimum Variance Brain Source Localization for Short Data Sequences”, IEEE Trans. Biomed. Eng., Vol. 61 No. 2, Feb. 2014, pp. 535-546.

A. Khodayari-Rostamabad, J.P. Reilly, G.M. Hasey, H. de Bruin and D.J. MacCrimmon, 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.

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

S. Beheshti, M. Ravan, J. Reilly and L. Trainor, “Mean Square Error in Periodogram Approaches with Adaptive Windowing”, IEEE Trans. Signal Processing, Vol. 59, No. 3, March, 2011, pp. 923-935.

Ahmad Khodayari-Rostamabad, Gary M. Hasey, Duncan J. MacCrimmon, James P. Reilly and Hubert de Bruin, “Machine Learning Methodologies Using Pre-Treatment Electroencephalography Can Predict The Symptomatic Response To Clozapine Therapy, Clinical Neurophysiology, Vol. 121, Issue 12, Dec. 2010, pp. 1998 – 2006.

N. Mourad and J. Reilly, “Minimizing Nonconvex Functions for Sparse Vector Reconstruction”, IEEE Trans. Signal Processing, Vol. 58, No. 7, July 2010 pp. 3496- 3485.

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

M. Ravan, R.K. Amineh, S. Kozeil, N.K. Nikolova and J.P. Reilly, “Sizing of Multiple Cracks Using Magnetic Flux Leakage Measurements”, IET Science, Measurement & Technology, vol. 4, no. 1, pp. 1–11, 2010.

Ahmad Khodayari-Rostamabad, James P. Reilly, and Natalia K. Nikolova, J.R. Hare and S. Pasha, “Machine Learning Techniques for the Analysis of Magnetic Flux Leakage Images in Pipeline Inspection”, IEEE. Trans. Magnetics, Vol. 45, No. 8, Aug. 2009, pp. 3073-3084.

R. K. Amineh , S. Koziel , N. K. Nikolova , J. W. Bandler , and J. P. Reilly, “A Space Mapping Methodology for Defect Characterization from Magnetic Flux Leakage Measurements”, IEEE Trans. Magnetics, Vol. 44, No. 8, Aug. 2008, pp. 2058-2067.

Derek Yee, James P. Reilly, and T. Kirubarajan, “Approximate Conditional Mean Particle Filtering for Linear/Nonlinear Dynamic State Space Models”, IEEE Trans. Signal Processing, Vol. 58, No. 12, Dec. 2008, pp.5790-5803.

Reza Khalaj Amineh, Natalia K. Nikolova, James P. Reilly, and James R. Hare, “Characterization of Surface Breaking Cracks Using One Tangential Component of Magnetic Leakage Field” IEEE Trans. Magnetics, Vol. 44, No.4, Apr, 2008, pp. 516-524.

Amin Zia, Thia Kirubarajan, James P. Reilly, D. Yee, K. Punithikumar, and S. Shirani, “An EM algorithm for nonlinear state estimation with model uncertainties”, IEEE Trans. Signal Processing, Vol. 56, No. 3, March, 2008, pp. 921-936.

Amin Zia, James P. Reilly, Jonathan Manton, “An Information Geometric Approach to ML Estimation With Incomplete Data: Application to Semi-Blind MIMO Channel Identification”, IEEE Trans. Signal Processing, Vol. 55, No. 8, Aug. 2007, pp. 3975 – 3986.

Derek Yee, James P. Reilly, Thia Kirubarajan, “A blind sequential Monte Carlo receiver for OFDM systems in the presence of phase noise, multipath fading and channel order uncertainty, IEEE Trans. Signal Processing, Vol. 55, No. 9, Sept. 2007, pp. 4581-4598.

K. Rahbar and J.P.Reilly, “A Frequency Domain Method for Blind Source Separation of Convolutive Audio Mixtures”, IEEE. Trans on Speech and Audio Processing, Vol. 13, No. 5, Sept., 2005, pp. 832-844.

William Ng, J.P. Reilly, T. Kirubarajan and J-R. Larocque, “Wideband array signalprocessing using MCMC methods”, IEEE Trans. Signal Processing, Volume 53, No. 2, Feb. 2005, pp. 411 - 426

M.R. Wilbur, T.N. Davidson, and J.P. Reilly, “Efficient design of oversampled NPR GDFT filterbanks”, IEEE Trans. Signal Processing, Vol. 52, No. 7, July, 2004, pp. 1947 - 1963.

K. Rahbar, J.P. Reilly, and J.H. Manton, “Blind identification of MIMO FIR systems driven by quasi-stationary sources using second order statistics: A frequency domain approach”, IEEE Transactions on Signal Processing, Vol. 52, No. 2, Feb. 2004, pp. 406- 417.

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

J.P. Reilly, Matt Wilbur, Mike Seibert and Nima Ahmadvand "The Single-Sided Subband Decomposition: Application to the Decimation of Large Problems", IEEE Transactions on Signal Processing, Vol 50, No. 11, Nov., 2002, pp. 2730-2744.

J.-R. Larocque and J.P. Reilly, "Reversible Jump MCMC for Joint Detection and Estimation of Directions of Arrival in Coloured Noise", IEEE Transactions on Signal Processing,Vol. 50, No 2. Feb., 2002 (special issue on Monte-Carlo techniques), pp. 231-240.

W.G. Chen, J.P. Reilly, and K.M. Wong, "Detection of the number of signals in the presence of noise with banded covariance matrices", IEE Proc., Radar, Sonar and Navigation, Vol. 143, No. 5, Oct. 1996, pp. 289-294.

J. Reilly and T. Jelonek, "Real-time, analog, global optimization with constraints: Application to the direction of arrival estimation problem", IEEE Trans. CAS-II, Vol. 42, No. 4. Apr. 1995, pp. 233-244.

S. Haykin, J.P. Reilly, V. Kezys and E. Vertatschitsch, "Some aspects of array signal processing", Proc. IEE, Pt. F., Feb. 1992 (Special issue on radar techniques.), Vol. 139, No. 1, pp. 1-26.

J.P. Reilly and K.M. Wong, "Estimation of the directions of signals in unknown correlated noise: Part II - Asymptotic behaviour and performance of the MAP approach", IEEE Trans. Signal Processing, Vol. 40, No. 8, Aug, 1992, pp. 2018-2028.

K.M. Wong, J.P. Reilly, S. Qiao and Q. Wu, "Estimation of the directions of signals in unknown correlated noise: Part I - The MAP approach and its implementation", IEEE Trans. Signal Processing, Vol. 40, No. 8, Aug, 1992, pp. 2007-2017.

W.G. Chen, K.M. Wong and J.P. Reilly, "Detection of the number of signals: A predicted eigen-threshold approach", IEEE Trans. Signal Processing, May 1991, pp. 1088-1098.

K.M. Wong, Q.T. Zhang, J.P. Reilly and P.C. Yip, "On information theoretic criteria for the determination of the number of signals in high-resolution array processing", IEEE Trans. ASSP, Nov. 1990, pp. 1959-1971.

Q.T. Zhang, K.M. Wong, P.C. Yip and J.P. Reilly, "Statistical analysis of the performanceof information theoretic criteria in the detection of number of signals in array processing", IEEE Trans. Acoust. Speech and Signal Proc. (ASSP), Vol. 37, No. 10, Oct. 1989, pp. 1557-1567.

J.P. Reilly and M.K. Law, "A fast, high-performance array processing technique for angleof-arrival estimation and detection of the number of incident signals", Can J. Elect. and Comp. Eng., Vol. 14, No. 2, 1989, pp.38-45.

J.P. Reilly, X.P. Huang and K.M. Wong, "Threshold extension of the modified FBLP algorithm", Can. J. Elect. and Comp. Eng., Vol. 14, No. 2, 1989, pp. 46-54.

J.P. Reilly, J. Litva and P. Bauman, "A new angle-of-arrival estimator: Its comparative evaluation applied to the low-angle tracking radar problem", IEE Proc., Vol. 135, Pt. F, No. 5, Oct. 1988, pp. 408-420.

J.P. Reilly and S. Haykin, "Maximum-likelihood receiver for low-angle tracking radar, part II - The nonsymmetric case", IEE Proc., Vol. 129, Pt. F, No. 5, Oct. 1982, pp. 331-340.

S. Haykin and J.P. Reilly, "Maximum-likelihood receiver for low-angle tracking radar, part I - The symmetric case", IEE Proc., Vol. 129, Pt. F, No. 4, Aug. 1982, pp. 261-272.

M.S. Suthers, C.K. Campbell and J.P. Reilly, "SAW bandpass filter design using Hermitian function techniques", IEEE Trans. on Sonics and Ultrasonics, Vol. SU-27, No. 2, March 1980, pp. 90-93.

J.P. Reilly, C.K. Campbell and M.S. Suthers, "The design of SAW bandpass filters exhibiting arbitrary phase and amplitude response characteristics", IEEE Trans. on Sonics and Ultra-Sonics, Vol. SU-24, No. 5, Sept. 1977, pp. 301-305.