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Mark J. Coates
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2019
Valenchon, J.
,
"
Graph-based machine learning algorithms for predicting disease outcomes
",
Electrical and Computer Engineering
, vol. Master, Montreal, McGill, pp. 108, 03/2019.
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Thesis_v1_revised_Juliette_Valenchon.pdf
(5.39 MB)
2017
Saucan, A. - A.
,
M. J. Coates
, and
M. G. Rabbat
,
"
A multi-sensor multi-Bernoulli filter
",
IEEE Trans. Signal Processing
, vol. 65, issue 20, pp. 5495-5509, 10/2017.
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MATLAB_MS_MeMBer_web_release.zip
(352.44 KB);
ms_member_final.pdf
(587.56 KB)
Li, Y.
, and
M. J. Coates
,
"
Particle Filtering with Invertible Particle Flow
",
IEEE Transactions on Signal Processing
, vol. 65, issue 15, pp. 4102 - 4116, 08/2017.
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PFPF.zip
(214.67 KB)
Saucan, A. - A.
,
Y. Li
, and
M. J. Coates
,
"
Particle flow superpositional GLMB filter
",
Proc. SPIE Conf. Signal Process., Sensor/Inform. Fusion, Target Recog. XXVI
, Anaheim, CA, 04/2017.
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particle-flow-superpositional_final.pdf
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Saucan, A. - A.
,
Y. Li
, and
M. J. Coates
,
"
Particle flow SMC delta-GLMB filter
",
Proc. IEEE Int. Conf. Acoust. Speech Signal Process. (ICASSP)
, New Orleans, LA, 03/2017.
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pfpf_GLMB_final.pdf
(810.32 KB)
Li, Y.
,
E. Porter
,
A. Santorelli
,
M. Popovic
, and
M. J. Coates
,
"
Microwave Breast Cancer Detection via Cost-sensitive Ensemble Classifiers: Phantom and Patient Investigation
",
Biomedical Signal Processing and Control
, vol. 31, 01/2017.
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bspc_2016.pdf
(1.13 MB)
Li, Y.
, and
M. J. Coates
,
"
Sequential MCMC with Invertible Particle Flow
",
Int. Conf. Acoustics, Speech and Signal Proc. (ICASSP)
, New Orleans, LA, 2017.
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SMCMC_invertible_particle_flow.pdf
(241.21 KB)
2016
Kharratzadeh, M.
, and
M. J. Coates
,
Semi-parametric Order-based Generalized Multivariate Regression
,
, February, 2016.
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RankReg.pdf
(377.93 KB)
Nannuru, S.
,
B. Stephane
,
M. J. Coates
, and
M. G. Rabbat
,
"
Multisensor CPHD filter
",
IEEE Transactions on Aerospace and Electronic Systems
, vol. 52, issue 4, pp. 1834-1854, 10/2016.
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NannuruTAES2016.pdf
(1.12 MB)
Li, Y.
, and
M. J. Coates
,
"
Fast Particle Flow Particle Filters via Clustering
",
International Conference on Information Fusion
, Heidelberg, Germany, 07/2016.
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fusion_2016.pdf
(231.65 KB)
Li, Y.
,
A. Santorelli
, and
M. J. Coates
,
"
Comparison of microwave breast cancer detection results with breast phantom data and clinical trial data: varying the number of antennas
",
European Conf. Antennas and Propag. (EuCAP)
, Davos, Switzerland, 04/2016.
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eucap2016.pdf
(597.26 KB)
Zhao, L.
,
J. Wang
,
Y. Li
, and
M. J. Coates
,
"
Gaussian particle flow implementation of PHD filter
",
Proc. SPIE Conf. Signal Proc., Sensor Fusion, Target Recog.
, 04/2016.
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Gaussian_particle_flow_implementation_of_PHD_filter.pdf
(556.36 KB)
Li, Y.
,
L. Zhao
, and
M. J. Coates
,
"
Particle flow for particle filtering
",
Int. Conf. Acoustics, Speech and Signal Proc. (ICASSP)
, Shanghai, China, 03/2016.
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ICASSP2016_Li.pdf
(205.05 KB)
Shaghaghian, S.
, and
M. J. Coates
,
"
Bayesian Inference of Diffusion Networks with Unknown Infection Times
",
Proc. IEEE Statistical Signal Processing Workshop (SSP)
, 2016.
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Üstebay, D.
,
R. Castro
,
M. J. Coates
, and
M. G. Rabbat
,
"
Distributed approximation and tracking using selective gossip
",
Filtering from Undersampled Data with an Introduction to Compressed Sensing
: Springer-Verlag, pp. 325-355, 2016.
Abstract
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El Hallaoui, K.
,
A. Santorelli
,
M. Popović
, and
M. J. Coates
,
"
A miniaturized clock generator for a time-domain microwave breast health monitoring device
",
Antenna Technology and Applied Electromagnetics (ANTEM), 2016 17th International Symposium on
: IEEE, pp. 1–2, 2016.
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A Miniaturized Clock Generator for a Time-Domain Microwave Breast Health Monitoring Device.pdf
(641.31 KB)
Kharratzadeh, M.
, and
M. J. Coates
,
Sparse Multivariate Factor Regression
,
, 2016.
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2015
Kharratzadeh, M.
, and
M. J. Coates
,
Sparse Multivariate Factor Regression
,
, Montreal, McGill University, July, 2015.
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SMFR.pdf
(428.07 KB)
Nannuru, S.
, and
M. J. Coates
,
Technical report: Gaussian approximation for superpositional sensors
,
, Montreal, McGill University, Feb 2015.
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tech_report_superpositional.pdf
(1.17 MB)
Nannuru, S.
,
"
Multitarget multisensor tracking
",
Department of Electrical & Computer Engineering
, vol. Doctor of Philosophy, Montreal, McGill University, pp. 226, Aug 2015.
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PhD_Thesis_Santosh.pdf
(5.04 MB)
Nannuru, S.
,
M. J. Coates
,
M. G. Rabbat
, and
B. Stephane
,
"
General solution and approximate implementation of the multisensor multitarget CPHD filter
",
IEEE Int. Conf. Acoustics Speech and Sig. Proc. (ICASSP)
, Brisbane, Australia, April 2015.
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Li, Y.
,
L. Zhao
, and
M. J. Coates
,
"
Particle flow auxiliary particle filter
",
IEEE Int. Workshop Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)
, Cancun, Mexico, 12/2015.
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CAMSAP2015_V7.pdf
(203.42 KB)
Li, Y.
,
A. Santorelli
,
O. Laforest
, and
M. J. Coates
,
"
Cost-sensitive ensemble classifiers for microwave breast cancer detection
",
IEEE Int. Conf. Acoustics Speech and Sig. Proc. (ICASSP)
, Brisbane, Australia, 04/2015.
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ICASSP2015_Li.pdf
(706.96 KB)
Li, Y.
,
E. Porter
, and
M. J. Coates
,
"
Imaging-based Classification Algorithms on Clinical Trial Data with Injected Tumour Responses
",
European Conf. Antennas and Propag. (EuCAP)
, Lisbon, Portugal, 04/2015.
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EuCAP2015_Li.pdf
(356.6 KB)
2014
Nannuru, S.
,
M. J. Coates
, and
M. G. Rabbat
,
General multisensor CPHD filter
,
: McGill University, Sept. 2014.
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multisensor_report.pdf
(389.71 KB)
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