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CONFERENCES
Rober Boshra, Kyle Ruiter, James Reilly, John Connolly, "Automated machine learning analysis in EEG/ERP data", 18th International Organization of Psychophysiology (IOP) World Congress, Aug 31 - Sept 4, 2016, Havana Cuba.
Rober Boshra, Kyle Ruiter, James Reilly, John Connolly, "Machine learning based framework for EEG/ERP analysis", 10th Annual Canadian Neuroscience Meeting - May 29 - June 1 2016 (CAN-ACN 2016) Toronto
Narges Armanfard, Majid Komeili, James Reilly, "Localized Modeling of the Sample Space for Feature Selection and Classification", 11th IMA Conference on Mathematics in Signal Processing, Dec. 14 - 17, 2016, Birmingham, UK.
Narges Armanfard, Majid Komeili, James Reilly, Richard Mah, John Connolly, "Automatic and Continuous Assessment of ERPs for Mismatch Negativity Detection", 38th IEEE Engineering, Medicine and Biology Conference (EMBC), Aug 16-20 2016, Orlando Fla.
Narges Armanfard, Majid Komeili, James Reilly, Lou Pino, "Vigilance lapse identification using sparse EEG electrode arrays" 29th Canadian Conference on Electrical and Computer Engineering, 15-18 May 2016, Vancouver, Canada.
G. Hasey, A. Khodayari, J. Reilly, D.MacCrimmon, H. deBruin, "Building a Virtual Psychiatrist: Using Digital Technology to Assist With Diagnosis and Treatment Planning", Canadian Psychiatric Association Annual Conference, Sept. 2014, Toronto. R.O. Jones Best Paper Award.
Narges Armanfard and James P. Reilly, "Classification based on Local Feature Selection via Linear Programming", IEEE Int’l. Workshop on Machine Learning in Signal Processing, Sept. 22-25, 2013, Southampton, UK.
A. Khodayari-Rostamabad, James P. Reilly, and Gary Hasey, "Latent Variable Dimensionality Reduction Using a Kullback-Leibler Criterion and its Application to Predict Antidepressant Treatment Response", IEEE International Workshop on Pattern Recognition in NeuroImaging (PRNI), Philadelphia, June 22-24, 2013.
Maryam Ravan , James P. Reilly and Gary Hasey, "Brain source localization based on a fully adaptive approach", IEEE Engineering, Medicine and Biology Conference (EMBC) , San Diego CA, Aug. 2012.
Maryam Ravan, Duncan MacCrimmon, Gary Hasey, James P. Reilly, and Ahmad Khodayari-Rostamabad, "A Machine Learning Approach Using P300 Responses to Investigate Effect of Clozapine therapy", IEEE Engineering, Medicine and Biology Conference (EMBC) , San Diego CA, Aug. 2012.
Nasser Mourad and James P. Reilly, "Automatic threshold Estimation For Iterative Shrinkage Algorithms used with Compressed Sensing", ICASSP 2012, Kyoto, Japan, March, 2012.
Ahmad~Khodayari-Rostamabad, James P. Reilly, Gary Hasey, Hubert deBruin and Duncan MacCrimmon, "Using Pre-treatment Electroencephalography Data to Predict Response to Transcranial Magnetic Stimulation therapy for Major Depression", IEEE Engineering, Medicine and Biology Conference (EMBC) , Boston, MA, Aug. 2011.
Ahmad Khodayari-Rostamabad, James P. Reilly, Gary Hasey, Hubert deBruin and Duncan MacCrimmon "Using Pre-treatment EEG Data to Predict Response to SSRI Treatment for MDD", IEEE Engineering, Medicine and Biology Conference (EMBC) , Buenos Aires, Argentina, Aug. 2010.
Ahmad Khodayari-Rostamabad, James P. Reilly, Gary Hasey, Hubert deBruin andDuncan MacCrimmon, "Diagnosis of Psychiatric Disorders Using EEG Data and Employing a Statistical Decision Model", IEEE Engineering, Medicine and Biology Conference (EMBC) , Buenos Aires, Argentina, Aug. 2010.
M. Ravan, Reza, Natalia, J.Reilly, S. Koziel, Estimation of Multiple Surface Cracks Parameters Using MFL Testing for presentation on the XX URSI Commission B International Symposium on Electromagnetic theory (EMT-S 2010)Berlin, (Germany) August 16-19, 2010.
Ahmad Khodayari-Rostamabad, Gary M. Hasey, James P. Reilly, Hubert de Bruin and Duncan J. MacCrimmon, " Predicting Response to SSRI Treatment for MDD: A Pilot Study Using Machine Learning Analysis of EEG Data", Society of Biological Psychiatry, 65 Annual Meeting, May 20-22, 2010 New Orleans, Louisiana.
N. Mourad and J. Reilly, "Temporally constrained SCA with applications to EEG data", ICASSP2010, Dallas, TX, March 14-19, 2010.
N. Mourad and J. Reilly, "Modified hierarchical clustering for sparse component analysis", ICASSP2010, Dallas, TX, March 14-19, 2010.
N. Mourad and J. Reilly, "Blind extraction of sparse sources", ICASSP2010, Dallas, TX, March 14-19, 2010.
M. Ravan, R. K. Amineh, S. Koziel, N. K. Nikolova, and J. P. Reilly,"three-Dimensional Defect Reconstruction from MFL Signals Using Space Mapping Optimization," 13th International Symposium on Antenna Technology and Applied Electromagnetics and the Canadian Radio Sciences Meeting (ANTEM/URSI), Canada, 2009.
N. Mourad and James P. Reilly, "Lp Minimization for Sparse Vector Reconstruction", ICASSP 2009, Taipei, Taiwan, Apr. 19-24, 2009.
Amin Zia, James P. Reilly, Shahram Shirani, "Distributed Parameter Estimation with Side Information", 8th IMA Conference on Mathematics in Signal Processing, Cirencester, UK, Dec. 16-18, 2008.
N. Mourad, James P. Reilly, Laurel J. Trainor, and Bernhard Ross, "Iterative Enhancement of Event Related Potentials through Sparsity Constraints", ICASSP 2008, Las Vegas, NV.,Mar. 30 - Apr. 4, 2008.
N. Mourad, James P. Reilly, Laurel J. Trainor, and Bernhard Ross, "Iterative Enhancement of Event Related Potentials through Sparsity Constraints", Eusipco 2008, Lausanne, Switzerland, Aug. 25-29.
Reza Khalaj Amineh, N.K. Nikolova, J.P. Reilly, S.M. Pasha and J.R. Hare, "Axial Crack Detection and Sizing", Applied Computational Electromagnetics Society (ACES) conference, Mar. 30 - Apr. 4, 2008 Niagara Falls, Ont.
R. K. Amineh, S. Koziel , N. K. Nikolova , J. W. Bandler , and J. P. Reilly "A Space Mapping Methodology for Defect Characterization ", accepted for publication at Applied Computational Electromagnetics Society (ACES) conference, Mar. 30 - Apr. 4, Niagara Falls, Ont.
Amin Zia, James P. Reilly and Shahram Shirani, "Distributed Estimation: three theorems", Information theory Workshop (ITW) 2007, Tahoe City, CA, Sept. 2007.
Amin Zia, James P. Reilly and Shahram Shirani, "Distributed Parameter Estimation with Side Information: A Factor Graph Approach", International Symposium on Information theory (ISIT) 2007, Nice, France, July, 2007.
N. Mourad, James P. Reilly, Hubert de Bruin, Gary Hasey and Duncan MacCrimmon, "A Simple and Fast Algorithm for Automatic Suppression of High—Amplitude Artifacts in EEG Data", ICASSP2006, Toulouse, France, June 2006.
B. Balasingam, A. Sinha, T. Kirubarajan, J. Reilly, "PHD filtering for tracking an unknown number of sources using an array of sensors", Proc. IEEE Workshop onStatistical Signal Processing, Bordeaux, France, July 2005.
D. Yee, J.P. Reilly, T. Kirubarajan, ``Blind particle filtering for detection in a time--varying frequency selective channel with non-Gaussian noise," Signal Processing Advances in Wireless Communications, June 2005, (invited).
D. Yee, J.P. Reilly, T. Kirubarajan, ``Channel equalization and phase noise suppression for OFDM Systems in a time--varying frequency selective channel using particle filtering," in ICASSP2005, Philadelphia, Mar. 2005.
D. Yee, J.P. Reilly, T. Kirubarajan, ``Approximate conditional mean particle filter," Proc. IEEE Workshop on Statistical Signal Processing, Bordeaux, France, July 2005.
Amin Zia, James Reilly and Shahram Shirani, "An Information Geometric Approach to Blind Maximum Likelihood Estimation", Mathematics in Signal Processing VI Conference, Dec. 14-16, 2004, Cirencester, UK.
Michael Daly, James P. Reilly, Jonathan Manton, "A Bayesian Approach to Blind Source Recovery", Mathematics in Signal Processing VI Conference, Dec. 14-16, 2004, Cirencester, UK.
Jonathan Manton, Yingbo Hua, James P. Reilly, "An Iterative Algorithm Converging to the Principal Subspace Projection Operator with Applications", the 38th Annual Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Nov. 7 - 11, 2004.
Michael Daly, James P. Reilly, and Jonathan Manton, "A Bayesian Approach to Blind Source Recovery", the 38th Annual Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Nov. 7 - 11, 2004.
Amin Zia, James P. Reilly and Shahram Shirani, "Information Geometric Approach to Channel Identification: A Comparison with EM-MCMC Algorithm", ICC 2004, Paris, France, June, 2004.
Michael Daly and James P. Reilly, "Blind dereverberation of speech signals", ICASSP2004, Montreal, May 2004.
Amin Zia, James P. Reilly and Shahram Shirani, "An Information Geometric Approach to Channel Identification", ICASSP2004, Montreal, May 2004.
Kamran Rahbar and James P. Reilly, "A New fast--Converging Method for Blind Source Separation of Speech Signals in Acoustic Environments", IEEE Workshop on the Applications of Signal Processing to Audio and Acoustics (WASPAA ‘03), New Paltz, NY, October, 2003.
William Ng, James P. Reilly and thia Kirubarajan, "A Bayesian approach to tracking wideband targets using sensor arrays and particle filters", IEEE Workshop on Statistical Signal Processing SSP-2003, Sept. 2003, St. Louis, Missouri.
Amin Zia, James P. Reilly and Shahram Shirani, "Channel identification and tracking using alternating projections", IEEE Workshop on Statistical Signal Processing SSP-2003, Sept. 2003, St. Louis, Missouri.
A. Zia, J. P. Reilly, S. Shirani and T. Kirubarajan, "Stochastic EM Algorithm for Nonlinear State Estimation With Model Uncertainties", Proc. SPIE Conference of Signal and Data Processing of Small Targets, San Diego, CA, August 2003.
William Ng, James P. Reilly and thia Kirubarajan, "Application of particle filters for tracking moving receivers in wireless communications systems", SPAWC2003, June 11- 15, 2003, Rome.
William Ng, James P. Reilly and thia Kirubarajan, "Wideband Array Signal ProcessingUsing MCMC Methods", ICASSP2003 Proceedings, (Hong Kong).
Kamran Rahbar James P. Reilly and Jonathan H. Manton, "A frequency domain approach to blind identification of MIMO FIR channels driven by non-stationary signals", Mathematics in Communications 2002 conference, Institute of Mathematics and its Applications, 16-18 December 2002, Lancaster University, UK.
William Ng, James P. Reilly, thia Kirubarajan and J-R. Larocque, "Wideband array signal processing using MCMC methods", SAM2002, Aug 4-6, 2002, Washington, DC.
Kamran Rahbar, James P. Reilly and Jonathan H. Manton, "A frequency domain approach to blind identification of MIMO FIR channels driven by non-stationary signals", SAM2002, Aug 4-6, 2002, Washington, DC.
Kamran Rahbar, James Reilly, and Jonathan Manton, "A frequency domain approach to blind identification of MIMO FIR systems driven by quasi-stationary signals", ICASSP01, May 13-17, 2002, Orlando, Florida.
Kamran Rahbar and J.P. Reilly, "Blind source separation algorithm for MIMO convolutive mixtures" ICA 2001, Dec. 9 -13, 2001, San Diego CA.
William Ng, James. P. Reilly and Jean-Rene Larocque, "Sequential MCMC for Spatial Signal Separation and Restoration from An Array of Sensors" Maxent2001, Aug., 2001, Washington, DC.
J.-R. Larocque and J.P. Reilly, W. Ng, "On the Implementation of Particle Filters for DOA Tracking" ICASSP2001, Salt Lake City, Utah.
J.-R. Larocque and J.P. Reilly," Wide band Channel Characterization in Coloured Noise Using Reversible Jump MCMC.", ICASSP2001, Salt Lake City, Utah.
Kamran Rahbar and J. Reilly, "Blind Source Separation of Convolved Sources by Joint Approximate Diagonalization of Cross-Spectral Density Matrices", ICASSP2001, Salt Lake City, Utah.
J.R. Laroque and J. Reilly, ``Reversible jump MCMC for joint detection and estimation of directions of arrival in coloured noise", Mathematics in Signal Processing 2000, Institute of Mathematics and its Applications, 18-20 December 2000, Warwick, UK.
James R. Hare and James P. Reilly, "the Iterative Deconvolution of Linearly Blurred Images Using Non-parameteric Stabilizing Functions", International Conference on Image Processing, ICIP2000, Sept. 10-13, 2000, Vancouver, Canada
Kamran Rahbar and J. Reilly, "Geometric optimization methods for blind source separation of signals", ICA2000, June 2000, Helsinki, Finland
J-R. Larocque and J. Reilly, "Application of the reversible jump Markov chain Monte Carlo method to real-life propagation measurements@, ICASSP00, June 5-9, 2000, Istanbul, Turkey.
J.P. Reilly, M. Seibert and M. Wilbur, "the decomposition of large problems using singlesided subbanding", ICASSP00, June 5-9, 2000, Istanbul, Turkey.
J.P. Reilly and L. Coria Mendosa, A "Blind signal separation for convolutive mixing using spatial-temporal processing, ICASSP99, March 15-19 1999, Phoenix, Arizona.
Jean-René Larocque, John Litva and Jim Reilly, "On the Calibration of a Smart Antenna Array for Carrying Out Vector Channel Sounding at 1.9 GHz, Virginia Tech. Symposium on Wireless Personal Communications, June 1998.
J. Xi and J.P. Reilly, "ABlind separation and restoration of signals mixed in a convolutive environment", ICASSP97, April 21-24, 1997, Munich, Germany.
Ping-Ya Zhao and J.P. Reilly, "Exponentially decaying time-recursive blind deconvolution algorithm for speech dereverberation", invited seminar in the Department of Electrical and Electronic Engineering, Anhui Univeristy, Hefei, China. December 15,1995.
Ping-Ya Zhao and J.P. Reilly, "Exponentially decaying time-recursive blind deconvolution algorithm for speech dereverberation", IEEE International Conference on Neural Networks and Signal Processing, December 10-13, Nanjing, China, 1995.
P-Y. Zhao and J.P. Reilly, "Exponentially decaying time-recursive blind deconvolution algorithm for speech dereverberation", 1995 IEEE ASSP Workshop on Applications of Signal Processing to Audio and Acoustics, Oct. 15-18, New Paltz, New York, 1995.
D. McArthur and J. Reilly, "A computationally efficient self-calibrating direction of arrival estimator", ICASSP94, 19-22 April 1994, Adelaide, Australia.
McArthur and J. Reilly, " An efficient self-calibrating direction of arrival estimator", 7th SP Workshop on Statistical Signal and Array Processing, Quebec City, June 26-29, 1994, (invited).
J.K. Yang, Q. Wu and J.P. Reilly, "A neural network for direction finding in array processing", ICASSP92, March 23-26, 1992, San Francisco, CA.
Q. Wu, K.M. Wong and J.P. Reilly, "Maximum likelihood estimation for array processing in unknown noise environments", ICASSP92, March 23-26, 1992, San Francisco, CA.
W. Chen, J.P. Reilly and K.M. Wong, "Detection of the number of signals in noise with unknown non-white covariance matrices", ICASSP92, March 23-26, 1992, San Francisco, CA.
W. Chen, J.P. Reilly and K.M. Wong, "Detection of the number of signals in the presence of noise with an unknown, banded covariance matrix", IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, May 9-10, 1991, Victoria, BC, Canada.
W. Chen, J.P. Reilly and K.M. Wong, "Application of canonical correlation analysis in detection in the presence of spatially correlated noise", SPIE International Symposium on Optical Applied Science and Engineering - Advanced Signal Processing Algorithms, Architectures, and Implementations II, July 21-26, 1991, San Diego, CA (invited).
Q. Wu and J.P. Reilly, "Extension of the ESPRIT method to unknown noise environments", ICASSP91, May 1991, Toronto, Canada.
X. Huang, J.P. Reilly and K.M. Wong,"Optimal design of linear arrays of sensors", ICASSP91, May 1991, Toronto, Canada.
K.M. Wong, J.P. Reilly and S. Qiao, "the MAP method of estimating the directions of signals in unknown correlated noise", 5th ASSP Workshop on Spectrum Estimation and Modelling, Oct. 1990, Rochester, NY.
Q. Wu, D. Fuhrmann, K.M. Wong and J.P. Reilly, "Detection of Gaussian signals on a sensor array", 5th ASSP Workshop on Spectrum Estimation and Modelling, Oct. 1990, Rochester, NY.
Q. Wu, J.P. Reilly and K.M. Wong, "A generalized parametric estimator for multiple wideband signals", SPIE 34rd International Technical Symposium - Advanced Algorithms and Architectures for Signal Processing, July 10-12, 1990, San Diego, CA (invited).
T.M. Jelonek and J.P. Reilly, "Maximum likelihood estimation of direction of arrival using a nonlinear optimizing neural network", Int. Joint Conf. on Neural Networks, June 1990, San Diego, CA.
W. Chen, K.M. Wong and J.P. Reilly, "Detection of the number of signals: A predicted eigen-threshold approach", SPIE 33rd International Technical Symposium - Advanced Algorithms and Architectures for Signal Processing IV, Aug. 6-10, 1989, San Diego, CA(invited).
J.P. Reilly, K.M. Wong and P.M. Reilly, "Direction of arrival estimation in the presence of noise with unknown, arbitrary covariance matrices", SPIE 33rd International Technical Symposium - Advanced Algorithms and Architectures for Signal Processing IV, Aug. 6-10, 1989, San Diego, CA.
J.P. Reilly, K.M. Wong and P.M. Reilly, "Direction of arrival estimation in the presence of noise with unknown, arbitrary covariance matrices", ICASSP89, May 1989, Glasgow, Scotland.
J.P. Reilly, W.G. Chen and K.M. Wong, "A fast, QR-based array processing industrial", SPIE 32nd International Technical Symposium - Advanced Algorithms and Architectures for Signal Processing III, Aug. 14-19, 1988, San Diego, CA (invited).
K.M. Wong, Q.T. Zhang, J.P. Reilly and P.C. Yip, "A new criterion for the determination of the number of signals in high-resolution array processing", SPIE 32nd International Technical Symposium - Advanced Algorithms and Architectures for Signal Processing III, Aug. 14-19, 1988, San Diego, CA (invited).
K.M. Wong, Q.T. Zhang, J.P. Reilly and P.C. Yip, "A new criterion for the determination of the number of signals in high-resolution array processing", ICASSP88, April 11-14, 1988, New York, NY.
J. Litva, J.P. Reilly and N.R. Fines, "Very low-level propagation studies using superresolution and synthetic-aperture antenna techniques", IEEE AP-S International Symposium, Blacksburg, VA, June 15-19, 1987.
J.P. Reilly and S. Haykin, "New realization of maximum-likelihood receiver for low-angle tracking radar", IEEE AP-S International Symposium, June 1980, Quebec, Canada.
J.P. Reilly and S. Haykin, "An experimental study of the MEM applied to array processing in the presence of multipath", Proc. ICASSP80, April 1980, Denver, CO.