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2014
Yao, Z., V. Gripon, and M. G. Rabbat, Combating Corrupt Messages in Clustered Sparse Associative Memories, , 2014.
Nannuru, S., and M. J. Coates, Technical report: Multi-Bernoulli filter and hybrid multi-Bernoulli CPHD filter for superpositional sensors, , Montreal, McGill University, 2014.  Download: mbr_tech_report.pdf (392.26 KB)
2013
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.  Download: Nannuru_SPIE2013.pdf (409.84 KB); spie2013_v7_0.pdf (409.84 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.  Download: Nannuru_SSP2013.pdf (458.03 KB); cphd_journal_R1_v3.pdf (496.05 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., 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.  Download: Nannuru_CAMSAP2013.pdf (111.78 KB); camsap_R2.pdf (107.62 KB)
Nannuru, S., Y. Li, Y. Zeng, M. J. Coates, and B. Yang, "Radio frequency tomography for passive indoor multi-target tracking", IEEE Trans. Mobile Computing, Dec 2013.  Download: Nannuru_TMC2013.pdf (9.11 MB); paper_outline_v17.pdf (9.11 MB)
Kharratzadeh, M., and T. Shultz, "Neural-network modelling of Bayesian learning and inference", 35th Annual Conference of the Cognitive Science Society, Berlin, Germany, Cognitive Science Society, pp. 2686-2691, Aug 2013.
Porter, E., E. Kirshin, A. Santorelli, and M. Popović, "A Clinical Prototype for Microwave Breast Imaging Using Time-Domain Measurements", Proc. 7th European Conference on Antennas and Propagation (EUCAP 2013), Gothenburg, Sweden, Apr. 8-12, 2013.  Download: Porter_EUCAP2013.pdf (226.23 KB)
Santorelli, A., M. Chudzik, E. Kirshin, E. Porter, A. Lujambio, I. Arnedo, M. Popović, and J. Schwartz, "Experimental Demonstration of Pulse Shaping for Time-Domain Microwave Breast Imaging", Progress In Electromagnetics Research, vol. 133, pp. 309-329, 2013.
Santorelli, A., E. Kirshin, E. Porter, M. Popović, and J. Schwartz, "Improved Calibration for an Experimental Time-Domain Microwave Imaging System", Proc. 7th European Conference on Antennas and Propagation (EUCAP 2013), Gothenburg, Sweden, Apr. 8-12, 2013.  Download: Santorelli_EUCAP2013.pdf (1.08 MB)
Porter, E., E. Kirshin, A. Santorelli, and M. Popović, "Microwave Breast Screening in the Time-Domain: Identification and Compensation of Measurement-Induced Uncertainties", Progress In Electromagnetics Research B, vol. 55, pp. 115-130, 2013.
Kirshin, E., B. Oreshkin, G. Zhu, M. Popović, and M. Coates, "Microwave Radar and Microwave-Induced Thermoacoustics: Dual-Modality Approach for Breast Cancer Detection", IEEE Trans. Biomed. Eng., vol. 60, issue 2, pp. 354-360, 2013.
Porter, E., A. Santorelli, M. Coates, and M. Popović, "Time-domain microwave breast cancer detection: extensive system testing with phantoms", Technol Cancer Res Treat., vol. 12, pp. 131-143, 2013.  Download: EPorter_TCRT2012.pdf (2.76 MB)
Yu, J. Y., and M. G. Rabbat, "Performance comparison of randomized gossip, broadcast gossip and collection tree protocol for distributed averaging", IEEE 5th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing , St. Martin, IEEE, 12/2013.  Download: Performance comparison of randomized gossip, broadcast gossip and collection tree protocol for distributed averaging.pdf (324.04 KB)
Lawlor, S., "Detecting Convoys in Networks of Short-Range Sensors", Electrical and Computer Engineering, vol. Master of Engineering, Montreal, Quebec, McGill University, pp. 73, 08/2013.  Download: SeanLawlor_Masters_Thesis.pdf (937.89 KB)
Tsianos, K. I., and M. G. Rabbat, "Multiscale Gossip for Efficient Decentralized Averaging in Wireless Packet Networks", IEEE Transactions on Signal Processing, vol. 61, issue 9, arXiv:1011.2235, 05/2013. Abstract  Download: 1011.2235v1.pdf (948.65 KB)
Tsianos, K. I., S. F. Lawlor, J. Y. Yu, and M. G. Rabbat, "Networked optimization with adaptive communication", IEEE Global Conference on Signal and Information Processing, Austin, TX, USA, 02/2014, 2013.  Download: Networked optimization with adaptive communication.pdf (274.67 KB)
Porter, E., E. Kirshin, A. Santorelli, M. Coates, and M. Popović, "Time-Domain Multistatic Radar System for Microwave Breast Screening", IEEE Antennas Wireless Propag. Lett., vol. 12, issue 1, pp. 229 - 232, 02/2013.  Download: Porter_AWPL2012.pdf (3.39 MB)
Yao, Z., V. Gripon, and M. G. Rabbat, Improving Sparse Associative Memories by Escaping from Bogus Fixed Points, , 2013.
Santorelli, A., E. Porter, E. Kirshin, Y. J. Liu, M. Coates, and M. Popovich, "Investigation of classifiers for tumor detection with an experimental time-domain breast screening system", Technical Report: McGill University, 2013.  Download: PIER2013_Classifier_vf.pdf (1.3 MB)
Yao, Z., V. Gripon, and M. G. Rabbat, A Massively Parallel Associative Memory Based on Sparse Neural Networks, , 2013.
2012
Kharratzadeh, M., and M. J. Coates, "Weblog Analysis for Predicting Correlations in Stock Price Evolutions", 6th International Conference on Weblogs and Social Media, Dublin, Ireland, May 2012. Abstract  Download: Kharratzadeh-ICWSM.pdf (337.94 KB)
Üstebay, D., and M. G. Rabbat, "Top-k selective gossip", IEEE 13th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Cesme, June 2012. Abstract
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.  Download: GANC.pdf (553.87 KB); ganc_v1.0.zip (186.74 KB)