An experimental study of the MEM applied to array antennas in the presence of multipath. - James P. Reilly; Simon Haykin 001 (ICASSP, 1980)

A real-time high-resolution technique for angle-of-arrival estimation. - James P. Reilly (Proc. IEEE, 1987)

A new criterion for the determination of the number of signals in high-resolution array processing. - Kon Max Wong; Q. T. Zhang; James P. Reilly; Patrick C. Yip (ICASSP, 1988)

Direction of arrival estimation in the presence of noise with unknown, arbitrary covariance matrices. - James P. Reilly; Kon Max Wong; P. M. Reilly (ICASSP, 1989)

Statistical analysis of the performance of information theoretic criteria in the detection of the number of signals in array processing. - Qitu Zhang; Kon Max Wong; Patrick C. Yip; James P. Reilly (IEEE Trans. Acoust. Speech Signal Process., 1989)

Maximum likelihood estimation for direction of arrival using a nonlinear optimising neural network. - T. M. Jelonek; James P. Reilly (IJCNN, 1990)

On information theoretic criteria for determining the number of signals in high resolution array processing. - Kon Max Wong; Qi-Tu Zhang; James P. Reilly; Patrick C. Yip (IEEE Trans. Acoust. Speech Signal Process., 1990)

Optimal design of linear array of sensors. - Xinping Huang; James P. Reilly; Kon Max Wong (ICASSP, 1991)

Extension of ESPRIT method to unknown noise environments. - Qiang Wu 006; James P. Reilly (ICASSP, 1991)

Detection of the number of signals: a predicted eigen-threshold approach. - Weiguo Chen; Kon Max Wong; James P. Reilly (IEEE Trans. Signal Process., 1991)

Detection of the number of signals in noise with unknown, non-white covariance matrices. - W. G. Chen; James P. Reilly; Kon Max Wong (ICASSP, 1992)

Maximum likelihood estimation for array processing in unknown noise environments. - Qiang Wu 006; Kon Max Wong; James P. Reilly (ICASSP, 1992)

A neural network for direction finding in array processing. - Jiankan Yang; Qiang Wu 006; James P. Reilly (ICASSP, 1992)

Estimation of the directions of arrival of signals in unknown correlated noise. II. Asymptotic behavior and performance of the MAP approach. - James P. Reilly; Kon Max Wong (IEEE Trans. Signal Process., 1992)

Estimation of the directions of arrival of signals in unknown correlated noise. I. The MAP approach and its implementation. - Kon Max Wong; James P. Reilly; Qiang Wu 006; Sanzheng Qiao (IEEE Trans. Signal Process., 1992)

A neural structure for direction finding with sensor array uncertainties. - Jiankan Yang; Qiang Wu 006; James P. Reilly (ICASSP (1), 1993)

A computationally efficient self-calibrating direction-of-arrival estimator. - Dean McArthur; James P. Reilly (ICASSP (4), 1994)

Maximum likelihood direction-finding in unknown noise environments. - Qiang Wu 006; Kon Max Wong; James P. Reilly (IEEE Trans. Signal Process., 1994)

Blind separation and restoration of signals mixed in convolutive environment. - Jiangtao Xi; James P. Reilly (ICASSP, 1997)

Blind signal separation for convolutive mixing environments using spatial-temporal processing. - James P. Reilly; Lino Coria-Mendoza (ICASSP, 1999)

A simplified informax approach for blind signal separation. - Jiangtao Xi; Joe F. Chicharo; James P. Reilly (ISSPA, 1999)

Application of the reversible jump Markov chain Monte Carlo method to real-life propagation measurements. - Jean-René Larocque; James P. Reilly (ICASSP, 2000)

The decomposition of large problems using single-sided subbanding. - James P. Reilly; Michael Seibert; Matthew R. Wilbur (ICASSP, 2000)

The Iterative Deconvolution of Linearly Blurred Images Using Non-Parametric Stabilizing Functions. - James R. Hare; James P. Reilly (ICIP, 2000)

Wide band channel characterisation in coloured noise using the reversible jump MCMC. - Jean-René Larocque; James P. Reilly (ICASSP, 2001)

On the implementation of particle filters for DOA tracking. - William Ng; Jean-René Larocque; James P. Reilly (ICASSP, 2001)

Blind source separation of convolved sources by joint approximate diagonalization of cross-spectral density matrices. - Kamran Rahbar; James P. Reilly (ICASSP, 2001)

A frequency domain approach to blind identification of MIMO FIR systems driven by quasi-stationary signals. - Kamran Rahbar; James P. Reilly; Jonathan H. Manton (ICASSP, 2002)

Reversible jump MCMC for joint detection and estimation of sources in colored noise. - Jean-René Larocque; James P. Reilly (IEEE Trans. Signal Process., 2002)

Particle filters for tracking an unknown number of sources. - Jean-René Larocque; James P. Reilly; William Ng (IEEE Trans. Signal Process., 2002)

The complex subband decomposition and its application to the decimation of large adaptive filtering problems. - James P. Reilly; Matthew R. Wilbur; Michael Seibert; Nima Ahmadvand (IEEE Trans. Signal Process., 2002)

Wideband array signal processing using MCMC methods. - William Ng; James P. Reilly; Thia Kirubarajan (ICASSP (5), 2003)

Efficient design of oversampled NPR GDFT filter banks. - Matthew R. Wilbur; Timothy N. Davidson; James P. Reilly (ICASSP (6), 2003)

Blind deconvolution using Bayesian methods with application to the dereverberation of speech. - Michael J. Daly; James P. Reilly (ICASSP (2), 2004)

An information geometric approach to channel identification. - Amin Zia; James P. Reilly; Shahram Shirani (ICASSP (4), 2004)

Information geometric approach to channel identification: a comparison with EM-MCMC algorithm. - Amin Zia; James P. Reilly; Shahram Shirani (ICC, 2004)

Blind identification of MIMO FIR systems driven by quasistationary sources using second-order statistics: a frequency domain approach. - Kamran Rahbar; James P. Reilly; Jonathan H. Manton (IEEE Trans. Signal Process., 2004)

Efficient design of oversampled NPR GDFT filterbanks. - Matthew R. Wilbur; Timothy N. Davidson; James P. Reilly (IEEE Trans. Signal Process., 2004)

Marginalized particle filtering for blind system identification. - Michael J. Daly; James P. Reilly (EUSIPCO, 2005)

Rao-Blackwellised particle filtering for blind system identification. - Michael J. Daly; James P. Reilly; Mark R. Morelande (ICASSP (4), 2005)

Channel equalization and phase noise suppression for OFDM systems in a time-varying frequency selective channel using particle filtering. - Derek Yee; James P. Reilly; Thia Kirubarajan (ICASSP (3), 2005)

A Frequency Domain Method for Blind Source Separation of Convolutive Audio Mixtures. - Kamran Rahbar; James P. Reilly (IEEE Trans. Speech Audio Process., 2005)

Wideband array signal processing using MCMC methods. - William Ng; James P. Reilly; Thiagalingam Kirubarajan; Jean-René Larocque (IEEE Trans. Signal Process., 2005)

SVM Classifier Approach to Enumerate Directional Signals Impinging on an Array of Sensors. - Ahmad Khodayari-Rostamabad; James P. Reilly (CCECE, 2006)

A Coding Theorem for Multiterminal Estimation. - Amin Zia; James P. Reilly; Timothy R. Field; Shahram Shirani (ICASSP (4), 2006)

A computational approach toward label-free protein quantification using predicted peptide detectability. - Haixu Tang; Randy J. Arnold; Pedro Alves; Zhiyin Xun; David E. Clemmer; Milos V. Novotny; James P. Reilly; Predrag Radivojac (ISMB (Supplement of Bioinformatics), 2006)

A Simple and Fast Algorithm for Automatic Suppression of High-Amplitude Artifacts in EEG Data. - Nasser Mourad; James P. Reilly; Hubert de Bruin; Gary Hasey; Duncan MacCrimmon (ICASSP (1), 2007)

Distributed Parameter Estimation with Side Information: A Factor Graph Approach. - Amin Zia; James P. Reilly; Shahram Shirani (ISIT, 2007)

Advancement in Protein Inference from Shotgun Proteomics Using Peptide Detectability. - Pedro Alves; Randy J. Arnold; Milos V. Novotny; Predrag Radivojac; James P. Reilly; Haixu Tang (Pacific Symposium on Biocomputing, 2007)

A Blind Sequential Monte Carlo Detector for OFDM Systems in the Presence of Phase Noise, Multipath Fading, and Channel Order Uncertainty. - Derek Yee; James P. Reilly; Thiagalingam Kirubarajan (IEEE Trans. Signal Process., 2007)

An Information Geometric Approach to ML Estimation With Incomplete Data: Application to Semiblind MIMO Channel Identification. - Amin Zia; James P. Reilly; Jonathan H. Manton; Shahram Shirani (IEEE Trans. Signal Process., 2007)

Iterative enhancement of event related potentials through sparsity constraints. - Nasser Mourad; James P. Reilly; Laurel J. Trainor; Bernhard Ross (EUSIPCO, 2008)

Fast and accurate identification of semi-tryptic peptides in shotgun proteomics. - Pedro Alves; Randy J. Arnold; David E. Clemmer; Yixue Li; James P. Reilly; Quanhu Sheng; Haixu Tang; Zhiyin Xun; Rong Zeng; Predrag Radivojac (Bioinform., 2008)

Approximate Conditional Mean Particle Filtering for Linear/Nonlinear Dynamic State Space Models. - Derek Yee; James P. Reilly; Thia Kirubarajan; Kumaradevan Punithakumar (IEEE Trans. Signal Process., 2008)

An EM Algorithm for Nonlinear State Estimation With Model Uncertainties. - Amin Zia; Thiagalingam Kirubarajan; James P. Reilly; Derek Yee; Kumaradevan Punithakumar; Shahram Shirani (IEEE Trans. Signal Process., 2008)

lP minimization for sparse vector reconstruction. - Nasser Mourad; James P. Reilly (ICASSP, 2009)

Blind extraction of sparse sources. - Nasser Mourad; James P. Reilly (ICASSP, 2010)

Modified hierarchical clustering for sparse component analysis. - Nasser Mourad; James P. Reilly (ICASSP, 2010)

Temporally constrained SCA with applications to EEG data. - Nasser Mourad; James P. Reilly; Gary Hasey; Duncan MacCrimmon (ICASSP, 2010)

Minimizing nonconvex functions for sparse vector reconstruction. - Nasser Mourad; James P. Reilly (IEEE Trans. Signal Process., 2010)

Using pre-treatment electroencephalography data to predict response to transcranial magnetic stimulation therapy for major depression. - Ahmad Khodayari-Rostamabad; James P. Reilly; Gary M. Hasey; Hubert de Bruin; Duncan MacCrimmon (EMBC, 2011)

Mean-Square Error in Periodogram Approaches With Adaptive Windowing. - Soosan Beheshti; Maryam Ravan; James P. Reilly; Laurel J. Trainor (IEEE Trans. Signal Process., 2011)

A machine learning approach using P300 responses to investigate effect of clozapine therapy. - Maryam Ravan; Duncan MacCrimmon; Gary Hasey; James P. Reilly; Ahmad Khodayari-Rostamabad (EMBC, 2012)

Brain source localization based on fast fully adaptive approach. - Maryam Ravan; James P. Reilly (EMBC, 2012)

Automatic threshold estimation for Iterative Shrinkage Algorithms used with compressed sensing. - Nasser Mourad; James P. Reilly (ICASSP, 2012)

Classification based on local feature selection via linear programming. - Narges Armanfard; James P. Reilly (MLSP, 2013)

Latent Variable Dimensionality Reduction Using a Kullback-Leibler Criterion and Its Application to Predict Antidepressant Treatment Response. - Ahmad Khodayari-Rostamabad; James P. Reilly; Gary M. Hasey (PRNI, 2013)

Recursive hidden input estimation in nonlinear dynamic systems with varying amounts of a priori knowledge. - Ulas Güntürkün; James P. Reilly; Thia Kirubarajan; Hubert de Bruin (Signal Process., 2014)

Minimum Variance Brain Source Localization for Short Data Sequences. - Maryam Ravan; James P. Reilly; Gary Hasey (IEEE Trans. Biomed. Eng., 2014)

Vigilance lapse identification using sparse EEG electrode arrays. - Narges Armanfard; Majid Komeili; James P. Reilly; Lou Pino (CCECE, 2016)

Automatic and continuous assessment of ERPs for mismatch negativity detection. - Narges Armanfard; Majid Komeili; James P. Reilly; Richard Mah; John F. Connolly (EMBC, 2016)

Local Feature Selection for Data Classification. - Narges Armanfard; James P. Reilly; Majid Komeili (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Majorization-minimization for blind source separation of sparse sources. - Nasser Mourad; James P. Reilly; Thia Kirubarajan (Signal Process., 2017)

Using Machine Learning Algorithms to Enhance the Management of Suicide Ideation. - Sinisa Colic; D. J. Richardson; James P. Reilly; Gary M. Hasey (EMBC, 2018)

Logistic Localized Modeling of the Sample Space for Feature Selection and Classification. - Narges Armanfard; James P. Reilly; Majid Komeili (IEEE Trans. Neural Networks Learn. Syst., 2018)

Estimating neural sources using a worst-case robust adaptive beamforming approach. - Philip Chrapka; James P. Reilly; Hubert de Bruin (Biomed. Signal Process. Control., 2019)

Capturing the Forest but Missing the Trees: Microstates Inadequate for Characterizing Shorter-Scale EEG Dynamics. - Saurabh Bhaskar Shaw; Kiret Dhindsa; James P. Reilly; Suzanna Becker (Neural Comput., 2019)

A Machine Learning Framework for Automatic and Continuous MMN Detection With Preliminary Results for Coma Outcome Prediction. - Narges Armanfard; Majid Komeili; James P. Reilly; John F. Connolly (IEEE J. Biomed. Health Informatics, 2019)

Impact of Physiological Sensor Variance on Machine Learning Algorithms. - Ama Simons; Thomas E. Doyle; David M. Musson; James P. Reilly (SMC, 2020)

Advanced Signal Processing Methods for Characterization of Schizophrenia. - Kirill Masychev; Claudio Ciprian; Maryam Ravan; James P. Reilly; Duncan MacCrimmon (IEEE Trans. Biomed. Eng., 2021)

Diagnosing Suicidal Ideation from Resting State EEG Data Using a Machine Learning Algorithm. - Mary Margarette Sanchez; Maryam Ravan; Gary Hasey; James P. Reilly; Luciano Minuzzi (EMBC, 2024)

Diagnosis of schizophrenia using an extended multivariate autoregressive model for EEGs. - Ali Torabi; James P. Reilly; Duncan MacCrimmon (EMBC, 2024)

Exploring Sensing Devices for Heart and Lung Sound Monitoring. - Yasaman Torabi; Shahram Shirani; James P. Reilly (CoRR, 2024)

Manikin-Recorded Cardiopulmonary Sounds Dataset Using Digital Stethoscope. - Yasaman Torabi; Shahram Shirani; James P. Reilly (CoRR, 2024)

Large Language Model-based Nonnegative Matrix Factorization For Cardiorespiratory Sound Separation. - Yasaman Torabi; Shahram Shirani; James P. Reilly (CoRR, 2025)

In Celebration: Professor Simon Haykin [In Memoriam]. - Tim Davidson; James P. Reilly (IEEE Signal Process. Mag., 2025)

Blind Source Separation in Biomedical Signals Using Variational Methods. - Yasaman Torabi; Shahram Shirani; James P. Reilly (CoRR, 2025)

Large Language Models and Non-Negative Matrix Factorization for Bioacoustic Signal Decomposition. - Yasaman Torabi; Shahram Shirani; James P. Reilly (CoRR, 2025)