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M
Coates, M. J.
,
M. G. Rabbat
, and
R. D. Nowak
,
"
Multiple Source Internet Tomography
",
IEEE J. Sel. Areas Communication, Special Issue on Sampling the Internet: Techniques and Applications
, 12/2006.
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(513.71 KB)
Valenchon, J.
, and
M. J. Coates
,
"
Multiple-Graph Recurrent Graph Convolutional Neural Network architectures for predicting disease outcomes
",
2019 IEEE International Conference of Acoustics, Speech and Signal Processing
, Brighton, UK, 2019.
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20190220023825_521885_3600.pdf
(346.53 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)
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)
Ahmed, T.
,
M. J. Coates
, and
A. Lakhina
,
Multivariate online anomaly detection using kernel recursive least squares
,
, Montreal, Department of Electrical and Computer Engineering, McGill University, 07/2006.
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ahmed_TechReport06.pdf
(213.42 KB)
Ahmed, T.
,
M. J. Coates
, and
A. Lakhina
,
"
Multivariate online anomaly detection using kernel recursive least squares
",
IEEE INFOCOM
, Anchorage, AK, May 2007.
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ahmed_INFOCOM07.pdf
(217.44 KB)
N
Coates, M. J.
, and
R. D. Nowak
,
"
Network loss inference using unicast end-to-end measurement
",
ITC Conference on IP Traffic Modelling and Management
, Monterey, California, Sept. 2000.
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coates_ITC00.pdf
(130.93 KB)
Coates, M. J.
, and
R. D. Nowak
,
"
Network tomography for internal delay estimation
",
IEEE International Conference on Acoustics, Speech, and Signal Processing
, Salt Lake City, Utah, May 2001.
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coates_ICASSP01.pdf
(187.36 KB)
Castro, R.
,
M. J. Coates
,
R. D. Nowak
, and
B. Yu
,
"
Network tomography: recent developments pp. 499-517.
",
Statistical Science
, vol. 19, issue 3, pp. 499-517, 08/2004.
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castro_StatSciMagazine04.pdf
(1.15 MB)
Regol, F.
,
S. Pal
, and
M. J. Coates
,
"
Node Copying for Protection Against Graph Neural Network Topology Attacks
",
Proc. IEEE Comput. Adv. in Multi-Sensor Adaptive Process.
, Guadeloupe, West Indies, Dec., 2019.
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2007.06704.pdf
(310.01 KB)
Pal, S.
,
S. Malekmohammadi
,
F. Regol
,
Y. Zhang
,
Y. Xu
, and
M. J. Coates
,
"
Non-Parametric Graph Learning for Bayesian Graph Neural Networks
",
Proc. Uncertainity in Artificial Intell.
, Virtual Conference, Aug., 2020.
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2006.13335.pdf
(796.91 KB)
Tsang, Y.
,
M. J. Coates
, and
R. D. Nowak
,
"
Nonparametric internet tomography
",
IEEE International Conference on Acoustics, Speech, and Signal Processing
, Orlando, Florida, May 2002.
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tsang_ICASSP02.pdf
(73.42 KB)
O
Shaghaghian, S.
, and
M. J. Coates
,
Online Bayesian Inference of Diffusion Networks
,
, Montreal, Dept. Elect. and Comput. Eng., McGill Univ., 2016.
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Tech_Report.pdf
(737.04 KB)
Shaghaghian, S.
, and
M. J. Coates
,
"
Opportunistic Networks: Minimizing Expected Latency
",
Proc. IEEE Int. Conf. on Wireless and Mob. Comput., Net. and Comm. (WiMob)
, Larnaca, Cyprus, Oct., 2014.
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WiMob2014.pdf
(278.56 KB)
Thouin, F.
,
R. W. Thommes
, and
M. J. Coates
,
"
Optimal actuation strategies for sensor/actuator networks
",
International Workshop on Advances in Sensor Networks
, San Jose, CA, 07/2006.
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(215.13 KB)
Shaghaghian, S.
, and
M. J. Coates
,
"
Optimal Forwarding in Opportunistic Delay Tolerant Networks with Meeting Rate Estimations
",
Signal and Information Processing over Networks, IEEE Transactions on
, vol. 1, no. 2: IEEE, pp. 104–116, 2015.
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Oreshkin, B. N.
,
M. J. Coates
, and
M. G. Rabbat
,
"
Optimization and Analysis of Distributed Averaging with Memory
",
47th Allerton
, Urbana-Champaign, IL, 2009.
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allerton09.pdf
(206.42 KB)
Oreshkin, B. N.
,
M. J. Coates
, and
M. G. Rabbat
,
Optimization and Analysis of Distributed Averaging with Short Node Memory
,
, Montreal, QC, Canada, Department of Electrical and Computer Engineering, McGill University, 03/2009.
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oreshkin_TechReport09.pdf
(339.07 KB)
Oreshkin, B. N.
,
M. J. Coates
, and
M. G. Rabbat
,
"
Optimization and Analysis of Distributed Averaging with Short Node Memory
",
IEEE Transactions on Signal Processing
, vol. 58, pp. 2850-65, May 2010.
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oreshkin_SigProc.pdf
(346.06 KB)
P
Ing, G.
, and
M. J. Coates
,
"
Parallel particle filters for tracking in wireless sensor networks
",
IEEE Workshop on Signal Processing Advances in Wireless Communications
, New York, USA, 06/2005.
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(173.77 KB)
Nannuru, S.
, and
M. J. Coates
,
"
Particle filter implementation of the multi-Bernoulli filter for superpositional sensors
",
5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing
, Saint Martin, Dec 2013.
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Nannuru_CAMSAP2013.pdf
(111.78 KB);
camsap_R2.pdf
(107.62 KB)
Oreshkin, B. N.
, and
M. J. Coates
,
Particle filtering for velocity estimation in image sequences
,
, Montreal, QC, Canada, Department of Electrical and Computer Engineering, McGill University, 08/2007.
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oreshkin_TechReport07.pdf
(231.89 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)
Oreshkin, B. N.
, and
M. J. Coates
,
"
Particle filters with approximation steps
",
IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)
, Aruba, Dutch Antilles, Dec. 2009.
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camsap09.pdf
(120.44 KB)
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)
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