Fady Alajaji - Publications
Contagion Based Methods and Network Epidemics
Journal Papers:
(In chronological order)
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F. Alajaji and T. Fuja, A Communication Channel Modeled on Contagion,
IEEE Transactions on Information Theory, Vol. 40,
pp. 2035-2041, November 1994.
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A. Banerjee, P. Burlina and F. Alajaji,
Image Segmentation and Labeling Using the Polya Urn Model,
IEEE Transactions on Image Processing, Vol. 8, No. 9,
pp. 1243-1253, September 1999.
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M. Hayhoe, F. Alajaji and B. Gharesifard,
A Polya Contagion Model for Networks,
IEEE Transactions on Control of Network Systems,
Vol. 5, No. 4, pp. 1998-2010, December 2018.
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M. Hayhoe, F. Alajaji and B. Gharesifard,
Curing Epidemics on Networks Using a Polya Contagion Model,
IEEE Transactions on Networking,
Vol. 27, No. 5, pp. 2085-2097, October 2019.
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G. Harrington, F. Alajaji and B. Gharesifard,
Initialization and Curing Policies for Polya Contagion Networks,
SIAM Journal on Control and Optimization,
Vol. 60, No. 2, pp. S170-S195, 2022.
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- S. Singh, F. Alajaji and B. Gharesifard,
A Finite Memory Interacting Polya Contagion Network and its Approximating Dynamical Systems,
SIAM Journal on Control and Optimization, Vol. 60, No. 2, pp. S347-S369, 2022.
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- S. Singh, F. Alajaji and B. Gharesifard,
Consensus Using a Network of Finite Memory Polya Urns,
IEEE Control Systems Letters
(also presented at the 2022 IEEE Conference on Decision and Control),
Vol. 6, pp. 2780-2785, 2022.
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S. Singh, F. Alajaji and B. Gharesifard,
Generating Preferential Attachment Graphs via a Polya Urn with Expanding Colors,
Network Science, Vol. 12, No. 2, pp. 139-159, 2024.
doi; PDF
Conference Papers:
(In reverse chronological order)
- S. Singh, F. Alajaji and B. Gharesifard,
Modeling Network Contagion via Interacting Finite Memory Polya Urns,
Proceedings of the IEEE International Symposium on Information Theory,
Espoo, Finland, June-July 2022.
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- G. Harrington, F. Alajaji and B. Gharesifard,
Infection-Curing Games over Polya Contagion Networks,
Proceedings of the Sixteenth Canadian Workshop on Information Theory,
Hamilton, June 2019.
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- M. Hayhoe, F. Alajaji and B. Gharesifard,
Curing with the Network Polya Contagion Model,
Proceedings of the American Control Conference,
Milwaukee, WI, June 2018.
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M. Hayhoe, F. Alajaji and B. Gharesifard,
A Polya Urn-Based Model for Epidemics on Networks,
(Finalist for Best Student Paper Award),
Proceedings of the American Control Conference,
Seattle, May 2017.
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A. Banerjee, P. Burlina and F. Alajaji,
Contagion-Driven Image Segmentation and Labeling,
Proceedings of the International Conference on Computer Vision,
Bombay, India, January 1998.
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A. Banerjee, P. Burlina and F. Alajaji,
Image Segmentation and Labeling Using the Polya Urn Model
Proceedings of the DARPA Image Understanding Workshop,
New Orleans, LA, May 1997.
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F. Alajaji, and P. Burlina, Image Modeling and Restoration
Through Contagion Urn Schemes, Proceedings of the 1995 IEEE International
Conference on Image Processing,
Washington DC, October 1995.
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F. Alajaji and T. Fuja, A Communication Channel Modeled By the Spread of
Disease, Proceedings of the 1993 IEEE International Symposium on
Information Theory, San Antonio, Texas, USA, January 1993.
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Technical Reports:
(In reverse chronological order)
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A. Banerjee, P. Burlina and F. Alajaji,
Image Segmentation and Labeling Using the Polya Urn Model,
Tech. Rep. CS-TR 3801 and CAR-TR-860, Center for Automation Research,
University of Maryland, College Park, MD 20742, May 1997.
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F. Alajaji and T. Fuja,
A Communication Channel Modeled on Contagion,
Institute for Systems Research Tech. Rep. TR 93-78,
University of Maryland, College Park, MD 20742, August 1993.
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