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B
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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C
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)
Nannuru, S.
,
M. J. Coates
, and
R. Mahler
,
"
Computationally-tractable approximate PHD and CPHD filters for superpositional sensors
",
IEEE Journal of Selected Topics in Signal Processing
, vol. 7, Jun 2013.
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Nannuru_SSP2013.pdf
(458.03 KB);
cphd_journal_R1_v3.pdf
(496.05 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)
D
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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Shahid, A.
,
D. Üstebay
, and
M. J. Coates
,
"
Distributed Ensemble Kalman Filtering
",
Proc. IEEE Sensor Array and Multichannel Signal Processing Workshop
, A Coruna, Spain, 06/2014.
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E
Nannuru, S.
,
Y. Li
,
M. J. Coates
, and
B. Yang
,
"
Effect of velocity parameter on tracking for radio-frequency tomography experiments
",
Technical report
, Montreal, McGill University, Aug 2012.
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tech_report_velocity.pdf
(74.4 KB)
Porter, E.
,
A. Santorelli
,
M. J. Coates
, and
M. Popovic
,
"
An Experimental System for Time-Domain Microwave Breast Imaging
",
Proceedings of the 5th European Conference on Antennas and Propagation (EUCAP)
, Rome , pp. 2906 - 2910 , 04/2011.
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EPorter_EuCAP2011.PDF
(360.93 KB)
F
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)
G
Tabatabaei, S. S.
,
M. J. Coates
, and
M. G. Rabbat
,
"
GANC: Greedy agglomerative normalized cut
",
Pattern Recognition
, vol. 45, issue 2, pp. 12, Februrary 2012.
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GANC.pdf
(553.87 KB);
ganc_v1.0.zip
(186.74 KB)
Nannuru, S.
,
M. J. Coates
, and
A. Doucet
,
"
A Gaussian mixture ensemble transform filter for vector observations
",
SPIE Defense, Security, and Sensing
, Baltimore, MD, USA, May 2013.
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Nannuru_SPIE2013.pdf
(409.84 KB);
spie2013_v7_0.pdf
(409.84 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)
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)
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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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)
H
Nannuru, S.
, and
M. J. Coates
,
"
Hybrid multi-Bernoulli CPHD filter for superpositional sensors
",
SPIE Defense + Security
, Baltimore, MD, USA, International Society for Optics and Photonics, June 2014.
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NANNURU_SPIE2014.pdf
(288.96 KB)
I
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)
Ding, T.
, and
M. J. Coates
,
"
Implementation of the Daum-Huang Exact Flow Particle Filter
",
IEEE Statistical Signal Processing Workshop
, Ann Arbor, Michigan, USA, Aug 2012.
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DH_filter_SSP.pdf
(188.64 KB)
Porter, E.
,
J. Fakhoury
,
R. Oprisor
,
M. J. Coates
, and
M. Popovic
,
"
Improved tissue phantoms for experimental validation of microwave breast cancer detection
",
European Conference on Antennas and Propagation
, Barcelona, Spain, April 2010.
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Porter_EuCAP2010.pdf
(275.42 KB)
Santorelli, A.
,
Y. Li
,
E. Porter
,
M. Popovic
, and
M. J. Coates
,
"
Investigation of classification algorithms for a prototype microwave breast cancer monitor
",
in Proc. European Conf. Antennas and Propag. (EuCAP)
, The Hague, The Netherlands, Apr. 2014.
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M
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)
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)
Nannuru, S.
, and
M. J. Coates
,
"
Multi-Bernoulli filter for superpositional sensors
",
16th International Conference on Information Fusion
, Istanbul, Turkey, Jul 2013.
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Nannuru_FUSION2013.pdf
(214.02 KB);
fusion2013_v8.pdf
(214.02 KB)
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)
Nannuru, S.
,
Y. Li
,
M. J. Coates
, and
B. Yang
,
"
Multi-target device-free tracking using radio frequency tomography
",
International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP)
, Dec. 2011.
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Nannuru_ISSNIP2011.pdf
(623.27 KB);
issnip-camera-ready.pdf
(623.27 KB)
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