1. J. Zou and F. Fekri, "A Belief Propagation Approach to Privacy-Preserving Item-Based Collaborative Filtering," to appear in IEEE Journal of Selected Topics in Signal Processing, Special Issue on Signal and Information Processing for Privacy, Oct. 2015. [PDF]
  2. J. Zou, F. Fekri, and S. W. McLaughlin, "Mining Streaming Tweets for Real-Time Event Credibility Prediction in Twitter," in Proceedings of IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM'15), Paris, France, Aug. 2015. [PDF]
  3. J. Zou and F. Fekri, "Leveraging Online Social Relationships for Predicting User Trustworthiness," in Proceedings of IEEE Global Communications Conference (GLOBECOM'15) - Social Networks Track, San Diego, CA, USA, Dec. 2015. [PDF]
  4. J. Zou and F. Fekri, "Exploiting Popularity and Similarity for Link Recommendation in Twitter Networks," in Proceedings of the 6th ACM RecSys Workshop on Recommender Systems and the Social Web (RSWeb'14), Foster City, CA, USA, Oct. 2014. [PDF]
  5. J. Zou and F. Fekri, "On Top-N Recommendation Using Implicit User Preference Propagation over Social Networks," in Proceedings of IEEE International Conference on Communications (ICC'14), Sydney, Australia, Jun. 2014. [pdf]
  6. J. Zou and F. Fekri, "A Belief Propagation Approach for Detecting Shilling Attacks in Collaborative Filtering," in Proceedings of the 22nd ACM International Conference on Information and Knowledge Management (CIKM'13), San Francisco, CA, USA, Oct. 2013. [pdf]
  7. J. Zou, A. Einolghozati, and F. Fekri, "Privacy-Preserving Item-Based Collaborative Filtering Using Semi-Distributed Belief Propagation," in Proceedings of the First IEEE Conference on Communications and Network Security (CNS'13), Washington, D.C., USA, Oct. 2013. [pdf]
  8. J. Zou, A. Einolghozati, E. Ayday, and F. Fekri, "Iterative Similarity Inference via Message Passing in Factor Graphs for Collaborative Filtering," in Proceedings of IEEE Information Theory Workshop (ITW'13), Seville, Spain, Sept. 2013. [pdf]
  9. E. Ayday, J. Zou, A. Einolghozati, and F. Fekri, "A Recommender System Based on Belief Propagation over Pairwise Markov Random Fields," in Proceedings of the 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton'12), Monticello, IL, USA, Oct. 2012. [pdf]
  10. E. Ayday, A. Einolghozati, and F. Fekri, "BPRS: belief propagation based iterative recommender system," in Proceedings of IEEE International Symposium on Information Theory (ISIT'12), Cambridge, MA, USA, July 2012. [pdf]
  11. E. Ayday and F. Fekri, "An iterative algorithm for trust management and adversary detection for delay tolerant networks," IEEE Transactions on Mobile Computing, vol. 11, no. 9, pp. 1514-1531, Sept. 2012. [pdf]
  12. E. Ayday and F. Fekri, "Iterative trust and reputation management using belief propagation," IEEE Transactions on Dependable and Secure Computing, vol. 9, no. 3, pp. 375-386, Mar. 2012. [pdf]
  13. E. Ayday and F. Fekri, "BP-P2P: belief propagation-based trust and reputation management for p2p networks," in Proceedings of IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON'12), Seoul, Korea, Jun. 2012. [pdf]
  14. E. Ayday and F. Fekri, "Robust reputation management using probabilistic message passing," in Proceedings of IEEE Global Communications Conference (GLOBECOM'11), Houston, TX, USA, Dec. 2011 [pdf]
  15. E. Ayday and F. Fekri, "Application of belief propagation to trust and reputation management," in Proceedings of IEEE International Symposium on Information Theory (ISIT'11), Saint-Petersburg, Russia, July 2011. [pdf]

 

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