Publications

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Book Chapter
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
Conference Paper
Pal, S., F. Regol, and M. Coates, "Bayesian graph convolutional neural networks using node copying", Proc. Learning and Reasoning with Graph-Structured Representations Workshop, (International Conference on Machine Learning), Long Beach, USA, 06/2019.
Pal, S., F. Regol, and M. Coates, "Bayesian graph convolutional neural networks using non-parametric graph learning", Proc. Representation Learning on Graphs and Manifolds Workshop (Int. Conf. Learning Representations), New Orleans, USA, 05/2019.
Henderson, P., M. Vertescher, D. Meger, and M. J. Coates, "Cost adaptation for robust decentralized swarm behaviour", Proc. IEEE Int. Conf. Intelligent Robots and Systems, Madrid, Spain, 10/2018.
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.  Download: ICASSP2015_Li.pdf (706.96 KB)
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.
Yu, J. Y., D. Ustebay, B. Stephane, M. G. Rabbat, and M. J. Coates, "Distributed underwater acoustic source localization and tracking", Asilomar Conference on Signals, Systems and Computers, Pacific Grove, California, IEEE, 11/2013, 2014.  Download: Distributed underwater acoustic source localization and tracking.pdf (191.94 KB)
Thouin, F., M. J. Coates, and M. G. Rabbat, "Efficient network-wide probabilistic available bandwidth estimation", ACM SIGMETRICS Workshop on Learning for Networking, SEATTLE, WA, USA, Jun. 2009.  Download: sig_learn_net09_cameraready.pdf (179.31 KB)
Li, Y., and M. J. Coates, "Fast Particle Flow Particle Filters via Clustering", International Conference on Information Fusion, Heidelberg, Germany, 07/2016.  Download: fusion_2016.pdf (231.65 KB)
Pal, S., and M. Coates, "Gaussian sum particle flow filter", Proc. IEEE Computational Advances in Multi-Sensor Adaptive Process. (CAMSAP), Curacao, The Netherlands, IEEE, 12/2017.  Download: CAMSAP_v8.pdf (217.44 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.
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.  Download: NANNURU_SPIE2014.pdf (288.96 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.  Download: EuCAP2015_Li.pdf (356.6 KB)
Porter, E., A. Santorelli, M. Coates, and M. Popović, "Microwave Breast Imaging: Time-Domain Experiments on Tissue Phantoms", Proc. 2011 IEEE International Symposium on Antennas and Propagation (AP-S 2011), Spokane, Washington, July 3-8, 2011.  Download: Porter_APS2011.pdf (289.9 KB)
Nannuru, S., and M. J. Coates, "Multi-Bernoulli filter for superpositional sensors", 16th International Conference on Information Fusion, Istanbul, Turkey, Jul 2013.  Download: Nannuru_FUSION2013.pdf (214.02 KB); fusion2013_v8.pdf (214.02 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.  Download: Nannuru_ISSNIP2011.pdf (623.27 KB); issnip-camera-ready.pdf (623.27 KB)
Thouin, F., S. Nannuru, and M. J. Coates, "Multi-target Tracking for Measurement Models with Additive Contributions", International Conference on Information Fusion, Chicago, Illinois, July 2011.  Download: Thouin_FUSION2011.pdf (337.55 KB)
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. Abstract  Download: PDF (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.  Download: 20190220023825_521885_3600.pdf (346.53 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.  Download: WiMob2014.pdf (278.56 KB)