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James P. Reilly
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- affiliation: McMaster University, Hamilton ON, Canada
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2020 – today
- 2025
- [i3]Yasaman Torabi, Shahram Shirani, James P. Reilly:
Large Language Model-based Nonnegative Matrix Factorization For Cardiorespiratory Sound Separation. CoRR abs/2502.05757 (2025) - 2024
- [c52]Mary Margarette Sanchez, Maryam Ravan, Gary Hasey, James P. Reilly, Luciano Minuzzi:
Diagnosing Suicidal Ideation from Resting State EEG Data Using a Machine Learning Algorithm. EMBC 2024: 1-6 - [c51]Ali Torabi, James P. Reilly, Duncan MacCrimmon:
Diagnosis of schizophrenia using an extended multivariate autoregressive model for EEGs. EMBC 2024: 1-6 - [i2]Yasaman Torabi, Shahram Shirani, James P. Reilly:
Exploring Sensing Devices for Heart and Lung Sound Monitoring. CoRR abs/2406.12432 (2024) - [i1]Yasaman Torabi
, Shahram Shirani, James P. Reilly:
Manikin-Recorded Cardiopulmonary Sounds Dataset Using Digital Stethoscope. CoRR abs/2410.03280 (2024) - 2021
- [j30]Kirill Masychev
, Claudio Ciprian, Maryam Ravan
, James P. Reilly
, Duncan MacCrimmon:
Advanced Signal Processing Methods for Characterization of Schizophrenia. IEEE Trans. Biomed. Eng. 68(4): 1123-1130 (2021) - 2020
- [c50]Ama Simons, Thomas E. Doyle
, David M. Musson, James P. Reilly:
Impact of Physiological Sensor Variance on Machine Learning Algorithms. SMC 2020: 241-247
2010 – 2019
- 2019
- [j29]Philip Chrapka, James P. Reilly, Hubert de Bruin:
Estimating neural sources using a worst-case robust adaptive beamforming approach. Biomed. Signal Process. Control. 52: 330-340 (2019) - [j28]Saurabh Bhaskar Shaw, Kiret Dhindsa
, James P. Reilly, Suzanna Becker:
Capturing the Forest but Missing the Trees: Microstates Inadequate for Characterizing Shorter-Scale EEG Dynamics. Neural Comput. 31(11): 2177-2211 (2019) - [j27]Narges Armanfard
, Majid Komeili
, James P. Reilly
, John F. Connolly
:
A Machine Learning Framework for Automatic and Continuous MMN Detection With Preliminary Results for Coma Outcome Prediction. IEEE J. Biomed. Health Informatics 23(4): 1794-1804 (2019) - 2018
- [j26]Narges Armanfard
, James P. Reilly, Majid Komeili:
Logistic Localized Modeling of the Sample Space for Feature Selection and Classification. IEEE Trans. Neural Networks Learn. Syst. 29(5): 1396-1413 (2018) - [c49]Sinisa Colic, D. J. Richardson, James P. Reilly, Gary M. Hasey:
Using Machine Learning Algorithms to Enhance the Management of Suicide Ideation. EMBC 2018: 4936-4939 - 2017
- [j25]Nasser Mourad
, James P. Reilly, Thia Kirubarajan:
Majorization-minimization for blind source separation of sparse sources. Signal Process. 131: 120-133 (2017) - 2016
- [j24]Narges Armanfard, James P. Reilly, Majid Komeili:
Local Feature Selection for Data Classification. IEEE Trans. Pattern Anal. Mach. Intell. 38(6): 1217-1227 (2016) - [c48]Narges Armanfard, Majid Komeili, James P. Reilly, Lou Pino:
Vigilance lapse identification using sparse EEG electrode arrays. CCECE 2016: 1-4 - [c47]Narges Armanfard, Majid Komeili, James P. Reilly, Richard Mah, John F. Connolly
:
Automatic and continuous assessment of ERPs for mismatch negativity detection. EMBC 2016: 969-972 - 2014
- [j23]Ulas Güntürkün, James P. Reilly, Thia Kirubarajan, Hubert de Bruin:
Recursive hidden input estimation in nonlinear dynamic systems with varying amounts of a priori knowledge. Signal Process. 99: 171-184 (2014) - [j22]Maryam Ravan
, James P. Reilly, Gary Hasey:
Minimum Variance Brain Source Localization for Short Data Sequences. IEEE Trans. Biomed. Eng. 61(2): 535-546 (2014) - 2013
- [c46]Narges Armanfard, James P. Reilly:
Classification based on local feature selection via linear programming. MLSP 2013: 1-6 - [c45]Ahmad Khodayari-Rostamabad, James P. Reilly, Gary M. Hasey:
Latent Variable Dimensionality Reduction Using a Kullback-Leibler Criterion and Its Application to Predict Antidepressant Treatment Response. PRNI 2013: 148-151 - 2012
- [c44]Maryam Ravan
, James P. Reilly:
Brain source localization based on fast fully adaptive approach. EMBC 2012: 5222-5225 - [c43]Maryam Ravan
, Duncan MacCrimmon, Gary Hasey, James P. Reilly, Ahmad Khodayari-Rostamabad:
A machine learning approach using P300 responses to investigate effect of clozapine therapy. EMBC 2012: 5911-5914 - [c42]Nasser Mourad
, James P. Reilly:
Automatic threshold estimation for Iterative Shrinkage Algorithms used with compressed sensing. ICASSP 2012: 2721-2724 - 2011
- [j21]Soosan Beheshti, Maryam Ravan
, James P. Reilly, Laurel J. Trainor
:
Mean-Square Error in Periodogram Approaches With Adaptive Windowing. IEEE Trans. Signal Process. 59(3): 923-935 (2011) - [c41]Ahmad Khodayari-Rostamabad, James P. Reilly, Gary M. Hasey, Hubert de Bruin, Duncan MacCrimmon:
Using pre-treatment electroencephalography data to predict response to transcranial magnetic stimulation therapy for major depression. EMBC 2011: 6418-6421 - 2010
- [j20]Nasser Mourad
, James P. Reilly:
Minimizing nonconvex functions for sparse vector reconstruction. IEEE Trans. Signal Process. 58(7): 3485-3496 (2010) - [c40]Nasser Mourad
, James P. Reilly:
Blind extraction of sparse sources. ICASSP 2010: 2666-2669 - [c39]Nasser Mourad
, James P. Reilly:
Modified hierarchical clustering for sparse component analysis. ICASSP 2010: 2674-2677 - [c38]Nasser Mourad
, James P. Reilly, Gary Hasey, Duncan MacCrimmon:
Temporally constrained SCA with applications to EEG data. ICASSP 2010: 4138-4141
2000 – 2009
- 2009
- [c37]Nasser Mourad
, James P. Reilly:
lP minimization for sparse vector reconstruction. ICASSP 2009: 3345-3348 - 2008
- [j19]Pedro Alves, Randy J. Arnold, David E. Clemmer, Yixue Li, James P. Reilly, Quanhu Sheng
, Haixu Tang, Zhiyin Xun, Rong Zeng, Predrag Radivojac:
Fast and accurate identification of semi-tryptic peptides in shotgun proteomics. Bioinform. 24(1): 102-109 (2008) - [j18]Amin Zia
, Thiagalingam Kirubarajan, James P. Reilly, Derek Yee, Kumaradevan Punithakumar
, Shahram Shirani:
An EM Algorithm for Nonlinear State Estimation With Model Uncertainties. IEEE Trans. Signal Process. 56(3): 921-936 (2008) - [j17]Derek Yee, James P. Reilly, Thia Kirubarajan, Kumaradevan Punithakumar
:
Approximate Conditional Mean Particle Filtering for Linear/Nonlinear Dynamic State Space Models. IEEE Trans. Signal Process. 56(12): 5790-5803 (2008) - [c36]Nasser Mourad, James P. Reilly, Laurel J. Trainor, Bernhard Ross:
Iterative enhancement of event related potentials through sparsity constraints. EUSIPCO 2008: 1-5 - 2007
- [j16]Amin Zia
, James P. Reilly, Jonathan H. Manton
, Shahram Shirani:
An Information Geometric Approach to ML Estimation With Incomplete Data: Application to Semiblind MIMO Channel Identification. IEEE Trans. Signal Process. 55(8): 3975-3986 (2007) - [j15]Derek Yee, James P. Reilly, Thiagalingam Kirubarajan:
A Blind Sequential Monte Carlo Detector for OFDM Systems in the Presence of Phase Noise, Multipath Fading, and Channel Order Uncertainty. IEEE Trans. Signal Process. 55(9): 4581-4598 (2007) - [c35]Nasser Mourad
, James P. Reilly, Hubert de Bruin, Gary Hasey, Duncan MacCrimmon:
A Simple and Fast Algorithm for Automatic Suppression of High-Amplitude Artifacts in EEG Data. ICASSP (1) 2007: 393-396 - [c34]Amin Zia
, James P. Reilly, Shahram Shirani:
Distributed Parameter Estimation with Side Information: A Factor Graph Approach. ISIT 2007: 2556-2560 - [c33]Pedro Alves, Randy J. Arnold, Milos V. Novotny, Predrag Radivojac, James P. Reilly, Haixu Tang:
Advancement in Protein Inference from Shotgun Proteomics Using Peptide Detectability. Pacific Symposium on Biocomputing 2007: 409-420 - 2006
- [c32]Ahmad Khodayari-Rostamabad, James P. Reilly:
SVM Classifier Approach to Enumerate Directional Signals Impinging on an Array of Sensors. CCECE 2006: 2190-2193 - [c31]Amin Zia, James P. Reilly, Timothy R. Field, Shahram Shirani:
A Coding Theorem for Multiterminal Estimation. ICASSP (4) 2006: 697-700 - [c30]Haixu Tang, Randy J. Arnold, Pedro Alves, Zhiyin Xun, David E. Clemmer, Milos V. Novotny, James P. Reilly, Predrag Radivojac:
A computational approach toward label-free protein quantification using predicted peptide detectability. ISMB (Supplement of Bioinformatics) 2006: 481-488 - 2005
- [j14]Kamran Rahbar, James P. Reilly:
A Frequency Domain Method for Blind Source Separation of Convolutive Audio Mixtures. IEEE Trans. Speech Audio Process. 13(5-2): 832-844 (2005) - [j13]William Ng, James P. Reilly, Thiagalingam Kirubarajan, Jean-René Larocque:
Wideband array signal processing using MCMC methods. IEEE Trans. Signal Process. 53(2-1): 411-426 (2005) - [c29]Michael J. Daly, James P. Reilly:
Marginalized particle filtering for blind system identification. EUSIPCO 2005: 1-4 - [c28]Michael J. Daly, James P. Reilly, Mark R. Morelande:
Rao-Blackwellised particle filtering for blind system identification. ICASSP (4) 2005: 321-324 - [c27]Derek Yee, James P. Reilly, Thia Kirubarajan:
Channel equalization and phase noise suppression for OFDM systems in a time-varying frequency selective channel using particle filtering. ICASSP (3) 2005: 777-780 - 2004
- [j12]Kamran Rahbar, James P. Reilly, Jonathan H. Manton
:
Blind identification of MIMO FIR systems driven by quasistationary sources using second-order statistics: a frequency domain approach. IEEE Trans. Signal Process. 52(2): 406-417 (2004) - [j11]Matthew R. Wilbur, Timothy N. Davidson
, James P. Reilly:
Efficient design of oversampled NPR GDFT filterbanks. IEEE Trans. Signal Process. 52(7): 1947-1963 (2004) - [c26]Amin Zia, James P. Reilly, Shahram Shirani:
An information geometric approach to channel identification. ICASSP (4) 2004: 877-880 - [c25]Michael J. Daly, James P. Reilly:
Blind deconvolution using Bayesian methods with application to the dereverberation of speech. ICASSP (2) 2004: 1009-1012 - [c24]Amin Zia
, James P. Reilly, Shahram Shirani:
Information geometric approach to channel identification: a comparison with EM-MCMC algorithm. ICC 2004: 2452-2456 - 2003
- [c23]William Ng, James P. Reilly, Thia Kirubarajan:
Wideband array signal processing using MCMC methods. ICASSP (5) 2003: 189-192 - [c22]Matthew R. Wilbur, Timothy N. Davidson, James P. Reilly:
Efficient design of oversampled NPR GDFT filter banks. ICASSP (6) 2003: 489-492 - 2002
- [j10]Jean-René Larocque, James P. Reilly:
Reversible jump MCMC for joint detection and estimation of sources in colored noise. IEEE Trans. Signal Process. 50(2): 231-240 (2002) - [j9]James P. Reilly, Matthew R. Wilbur, Michael Seibert, Nima Ahmadvand:
The complex subband decomposition and its application to the decimation of large adaptive filtering problems. IEEE Trans. Signal Process. 50(11): 2730-2743 (2002) - [j8]Jean-René Larocque, James P. Reilly, William Ng:
Particle filters for tracking an unknown number of sources. IEEE Trans. Signal Process. 50(12): 2926-2937 (2002) - [c21]Kamran Rahbar, James P. Reilly, Jonathan H. Manton:
A frequency domain approach to blind identification of MIMO FIR systems driven by quasi-stationary signals. ICASSP 2002: 1717-1720 - 2001
- [c20]Jean-René Larocque, James P. Reilly:
Wide band channel characterisation in coloured noise using the reversible jump MCMC. ICASSP 2001: 2513-2516 - [c19]Kamran Rahbar, James P. Reilly:
Blind source separation of convolved sources by joint approximate diagonalization of cross-spectral density matrices. ICASSP 2001: 2745-2748 - [c18]William Ng, Jean-René Larocque, James P. Reilly:
On the implementation of particle filters for DOA tracking. ICASSP 2001: 2821-2824 - 2000
- [c17]James P. Reilly, Michael Seibert, Matthew R. Wilbur:
The decomposition of large problems using single-sided subbanding. ICASSP 2000: 588-591 - [c16]Jean-René Larocque, James P. Reilly:
Application of the reversible jump Markov chain Monte Carlo method to real-life propagation measurements. ICASSP 2000: 3184-3187 - [c15]James R. Hare, James P. Reilly:
The Iterative Deconvolution of Linearly Blurred Images Using Non-Parametric Stabilizing Functions. ICIP 2000: 770-773
1990 – 1999
- 1999
- [c14]James P. Reilly, Lino Coria-Mendoza:
Blind signal separation for convolutive mixing environments using spatial-temporal processing. ICASSP 1999: 1437-1440 - [c13]Jiangtao Xi
, Joe F. Chicharo, James P. Reilly:
A simplified informax approach for blind signal separation. ISSPA 1999: 43-46 - 1997
- [c12]Jiangtao Xi, James P. Reilly:
Blind separation and restoration of signals mixed in convolutive environment. ICASSP 1997: 1327-1330 - 1994
- [j7]Qiang Wu, Kon Max Wong, James P. Reilly:
Maximum likelihood direction-finding in unknown noise environments. IEEE Trans. Signal Process. 42(4): 980-983 (1994) - [c11]Dean McArthur, James P. Reilly:
A computationally efficient self-calibrating direction-of-arrival estimator. ICASSP (4) 1994: 201-204 - 1993
- [c10]Jiankan Yang, Qiang Wu, James P. Reilly:
A neural structure for direction finding with sensor array uncertainties. ICASSP (1) 1993: 477-480 - 1992
- [j6]Kon Max Wong, James P. Reilly, Qiang Wu, Sanzheng Qiao:
Estimation of the directions of arrival of signals in unknown correlated noise. I. The MAP approach and its implementation. IEEE Trans. Signal Process. 40(8): 2007-2017 (1992) - [j5]James P. Reilly, Kon Max Wong:
Estimation of the directions of arrival of signals in unknown correlated noise. II. Asymptotic behavior and performance of the MAP approach. IEEE Trans. Signal Process. 40(8): 2018-2028 (1992) - [c9]Qiang Wu, Kon Max Wong, James P. Reilly:
Maximum likelihood estimation for array processing in unknown noise environments. ICASSP 1992: 241-244 - [c8]Jiankan Yang, Qiang Wu, James P. Reilly:
A neural network for direction finding in array processing. ICASSP 1992: 313-316 - [c7]W. G. Chen, James P. Reilly, Kon Max Wong:
Detection of the number of signals in noise with unknown, non-white covariance matrices. ICASSP 1992: 377-380 - 1991
- [j4]Weiguo Chen, Kon Max Wong, James P. Reilly:
Detection of the number of signals: a predicted eigen-threshold approach. IEEE Trans. Signal Process. 39(5): 1088-1098 (1991) - [c6]Xinping Huang, James P. Reilly, Kon Max Wong:
Optimal design of linear array of sensors. ICASSP 1991: 1405-1408 - [c5]Qiang Wu, James P. Reilly:
Extension of ESPRIT method to unknown noise environments. ICASSP 1991: 3365-3368 - 1990
- [j3]Kon Max Wong, Qi-Tu Zhang, James P. Reilly, Patrick C. Yip:
On information theoretic criteria for determining the number of signals in high resolution array processing. IEEE Trans. Acoust. Speech Signal Process. 38(11): 1959-1971 (1990) - [c4]T. M. Jelonek, James P. Reilly:
Maximum likelihood estimation for direction of arrival using a nonlinear optimising neural network. IJCNN 1990: 253-258
1980 – 1989
- 1989
- [j2]Qitu Zhang, Kon Max Wong, Patrick C. Yip, James P. Reilly:
Statistical analysis of the performance of information theoretic criteria in the detection of the number of signals in array processing. IEEE Trans. Acoust. Speech Signal Process. 37(10): 1557-1567 (1989) - [c3]James P. Reilly, Kon Max Wong, P. M. Reilly:
Direction of arrival estimation in the presence of noise with unknown, arbitrary covariance matrices. ICASSP 1989: 2609-2612 - 1988
- [c2]Kon Max Wong, Q. T. Zhang, James P. Reilly, Patrick C. Yip:
A new criterion for the determination of the number of signals in high-resolution array processing. ICASSP 1988: 2769-2772 - 1987
- [j1]James P. Reilly:
A real-time high-resolution technique for angle-of-arrival estimation. Proc. IEEE 75(12): 1692-1694 (1987) - 1980
- [c1]James P. Reilly, Simon Haykin:
An experimental study of the MEM applied to array antennas in the presence of multipath. ICASSP 1980: 120-123
Coauthor Index

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