James P. Reilly

Orcid: 0000-0002-4109-1186

Affiliations:
  • McMaster University, Hamilton ON, Canada


According to our database1, James P. Reilly authored at least 80 papers between 1980 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Advanced Signal Processing Methods for Characterization of Schizophrenia.
IEEE Trans. Biomed. Eng., 2021

2020
Impact of Physiological Sensor Variance on Machine Learning Algorithms.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

2019
A Machine Learning Framework for Automatic and Continuous MMN Detection With Preliminary Results for Coma Outcome Prediction.
IEEE J. Biomed. Health Informatics, 2019

Capturing the Forest but Missing the Trees: Microstates Inadequate for Characterizing Shorter-Scale EEG Dynamics.
Neural Comput., 2019

Estimating neural sources using a worst-case robust adaptive beamforming approach.
Biomed. Signal Process. Control., 2019

2018
Logistic Localized Modeling of the Sample Space for Feature Selection and Classification.
IEEE Trans. Neural Networks Learn. Syst., 2018

Using Machine Learning Algorithms to Enhance the Management of Suicide Ideation.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Majorization-minimization for blind source separation of sparse sources.
Signal Process., 2017

2016
Local Feature Selection for Data Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Automatic and continuous assessment of ERPs for mismatch negativity detection.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Vigilance lapse identification using sparse EEG electrode arrays.
Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

2014
Minimum Variance Brain Source Localization for Short Data Sequences.
IEEE Trans. Biomed. Eng., 2014

Recursive hidden input estimation in nonlinear dynamic systems with varying amounts of a priori knowledge.
Signal Process., 2014

2013
Latent Variable Dimensionality Reduction Using a Kullback-Leibler Criterion and Its Application to Predict Antidepressant Treatment Response.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

Classification based on local feature selection via linear programming.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

2012
Automatic threshold estimation for Iterative Shrinkage Algorithms used with compressed sensing.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Brain source localization based on fast fully adaptive approach.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A machine learning approach using P300 responses to investigate effect of clozapine therapy.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Mean-Square Error in Periodogram Approaches With Adaptive Windowing.
IEEE Trans. Signal Process., 2011

Using pre-treatment electroencephalography data to predict response to transcranial magnetic stimulation therapy for major depression.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Minimizing nonconvex functions for sparse vector reconstruction.
IEEE Trans. Signal Process., 2010

Temporally constrained SCA with applications to EEG data.
Proceedings of the IEEE International Conference on Acoustics, 2010

Modified hierarchical clustering for sparse component analysis.
Proceedings of the IEEE International Conference on Acoustics, 2010

Blind extraction of sparse sources.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
<i>l</i>P minimization for sparse vector reconstruction.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
An EM Algorithm for Nonlinear State Estimation With Model Uncertainties.
IEEE Trans. Signal Process., 2008

Approximate Conditional Mean Particle Filtering for Linear/Nonlinear Dynamic State Space Models.
IEEE Trans. Signal Process., 2008

Fast and accurate identification of semi-tryptic peptides in shotgun proteomics.
Bioinform., 2008

Iterative enhancement of event related potentials through sparsity constraints.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
An Information Geometric Approach to ML Estimation With Incomplete Data: Application to Semiblind MIMO Channel Identification.
IEEE Trans. Signal Process., 2007

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., 2007

Advancement in Protein Inference from Shotgun Proteomics Using Peptide Detectability.
Proceedings of the Biocomputing 2007, 2007

Distributed Parameter Estimation with Side Information: A Factor Graph Approach.
Proceedings of the IEEE International Symposium on Information Theory, 2007

A Simple and Fast Algorithm for Automatic Suppression of High-Amplitude Artifacts in EEG Data.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
A computational approach toward label-free protein quantification using predicted peptide detectability.
Proceedings of the Proceedings 14th International Conference on Intelligent Systems for Molecular Biology 2006, 2006

A Coding Theorem for Multiterminal Estimation.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

SVM Classifier Approach to Enumerate Directional Signals Impinging on an Array of Sensors.
Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

2005
Wideband array signal processing using MCMC methods.
IEEE Trans. Signal Process., 2005

A Frequency Domain Method for Blind Source Separation of Convolutive Audio Mixtures.
IEEE Trans. Speech Audio Process., 2005

Channel equalization and phase noise suppression for OFDM systems in a time-varying frequency selective channel using particle filtering.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Rao-Blackwellised particle filtering for blind system identification.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Marginalized particle filtering for blind system identification.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Efficient design of oversampled NPR GDFT filterbanks.
IEEE Trans. Signal Process., 2004

Blind identification of MIMO FIR systems driven by quasistationary sources using second-order statistics: a frequency domain approach.
IEEE Trans. Signal Process., 2004

Information geometric approach to channel identification: a comparison with EM-MCMC algorithm.
Proceedings of IEEE International Conference on Communications, 2004

An information geometric approach to channel identification.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Blind deconvolution using Bayesian methods with application to the dereverberation of speech.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Efficient design of oversampled NPR GDFT filter banks.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Wideband array signal processing using MCMC methods.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
The complex subband decomposition and its application to the decimation of large adaptive filtering problems.
IEEE Trans. Signal Process., 2002

Particle filters for tracking an unknown number of sources.
IEEE Trans. Signal Process., 2002

Reversible jump MCMC for joint detection and estimation of sources in colored noise.
IEEE Trans. Signal Process., 2002

A frequency domain approach to blind identification of MIMO FIR systems driven by quasi-stationary signals.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
Blind source separation of convolved sources by joint approximate diagonalization of cross-spectral density matrices.
Proceedings of the IEEE International Conference on Acoustics, 2001

On the implementation of particle filters for DOA tracking.
Proceedings of the IEEE International Conference on Acoustics, 2001

Wide band channel characterisation in coloured noise using the reversible jump MCMC.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
The Iterative Deconvolution of Linearly Blurred Images Using Non-Parametric Stabilizing Functions.
Proceedings of the 2000 International Conference on Image Processing, 2000

The decomposition of large problems using single-sided subbanding.
Proceedings of the IEEE International Conference on Acoustics, 2000

Application of the reversible jump Markov chain Monte Carlo method to real-life propagation measurements.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
A simplified informax approach for blind signal separation.
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999

Blind signal separation for convolutive mixing environments using spatial-temporal processing.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1997
Blind separation and restoration of signals mixed in convolutive environment.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1994
Maximum likelihood direction-finding in unknown noise environments.
IEEE Trans. Signal Process., 1994

A computationally efficient self-calibrating direction-of-arrival estimator.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
A neural structure for direction finding with sensor array uncertainties.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
Estimation of the directions of arrival of signals in unknown correlated noise. I. The MAP approach and its implementation.
IEEE Trans. Signal Process., 1992

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., 1992

A neural network for direction finding in array processing.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

Maximum likelihood estimation for array processing in unknown noise environments.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

Detection of the number of signals in noise with unknown, non-white covariance matrices.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991
Detection of the number of signals: a predicted eigen-threshold approach.
IEEE Trans. Signal Process., 1991

Extension of ESPRIT method to unknown noise environments.
Proceedings of the 1991 International Conference on Acoustics, 1991

Optimal design of linear array of sensors.
Proceedings of the 1991 International Conference on Acoustics, 1991

1990
On information theoretic criteria for determining the number of signals in high resolution array processing.
IEEE Trans. Acoust. Speech Signal Process., 1990

Maximum likelihood estimation for direction of arrival using a nonlinear optimising neural network.
Proceedings of the IJCNN 1990, 1990

1989
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., 1989

Direction of arrival estimation in the presence of noise with unknown, arbitrary covariance matrices.
Proceedings of the IEEE International Conference on Acoustics, 1989

1988
A new criterion for the determination of the number of signals in high-resolution array processing.
Proceedings of the IEEE International Conference on Acoustics, 1988

1987
A real-time high-resolution technique for angle-of-arrival estimation.
Proc. IEEE, 1987

1980
An experimental study of the MEM applied to array antennas in the presence of multipath.
Proceedings of the IEEE International Conference on Acoustics, 1980


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