Publications by Rabbany, Reihaneh
In Journal (refereed)
1. | A. Abnar, M. Takaffoli, R. Rabbany, O. Zaiane. "SSRM: structural social role mining for dynamic social networks". Social Network Analysis and Mining, 5(1), December 2015. |
2. | R. Rabbany, O. Zaiane. "Generalization of Clustering Agreements and Distances for Overlapping Clusters and Network Communities". Data Mining and Knowledge Discovery, 20(5), pp 1458-1485, September 2015. |
3. | C. Largeron, P. Mougel, R. Rabbany, O. Zaiane. "Generating Attributed Networks with Communities". PLoS ONE (Public Library of Science), 10(4), pp e0122777, April 2015. |
4. | R. Rabbany, M. Takaffoli, J. Fagnan, O. Zaiane, R. Campello. "Communities Validity: Methodical Evaluation of Community Mining Algorithms". Social Network Analysis and Mining, 3(4), pp 1039-1062, December 2013. |
5. | R. Rabbany, M. Takaffoli, O. Zaiane. "Social Network Analysis and Mining to Support the Assessment of Online Student Participation". ACM SIGKDD Explorations, 13(2), December 2011. |
In Conference (refereed)
6. | R. Rabbany, O. Zaiane. "A General Clustering Agreement Index: for Comparing Disjoint and Overlapping Clusters". National Conference on Artificial Intelligence (AAAI), San Francisco, USA, pp 2492-2498, February 2017. |
7. | R. Rabbany, O. Zaiane. "Generalization of Clustering Agreements and Distances for Overlapping Clusters and Network Communities". European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databa, Porto, Portugal, September 2015. |
8. | S. Ravanbakhsh, R. Rabbany, R. Greiner. "Augmentative Message Passing for Traveling Salesman Problem and Graph Partitioning". Neural Information Processing Systems (NIPS), (ed: Zoubin Ghahramani, Max Welling, Corinna Cortes, Neil D. Lawrence, Kilian Q. Weinberger), pp 289-297, December 2014. |
9. | J. Fagnan, R. Rabbany, M. Takaffoli, E. Verbeek, O. Zaiane. "Community Dynamics: Event and Role Analysis in Social Network Analysis". International Conference on Advanced Data Mining and Applications, Guilin, China, pp 85-97, December 2014. |
10. | M. Takaffoli, R. Rabbany, O. Zaiane. "Community Evolution Prediction in Dynamic Social Networks". IEEE/ACM International Conference on Social Networks Analysis and Mining (ASONAM), Beijing, China, August 2014. |
11. | A. Abnar, M. Takaffoli, R. Rabbany, O. Zaiane. "SSRM: Structural Social Role Mining for Dynamic Social Networks". IEEE/ACM International Conference on Social Networks Analysis and Mining (ASONAM), Beijing, China, August 2014. |
12. | R. Rabbany, M. Takaffoli, J. Fagnan, O. Zaiane, R. Campello. "Relative Validity Criteria for Community Mining Algorithms". IEEE/ACM International Conference on Social Networks Analysis and Mining (ASONAM), Istanbul, Turkey, pp 258-265, August 2012. |
13. | R. Rabbany, E. Stroulia, O. Zaiane. "Web Service Matching for RESTful Web Services". International Symposium on Web Systems Evolution, Williamsburg, United States, (ed: Holger M. Kienle, Davide Bolchini, Porfirio Tramontana), pp 115-124, September 2011. |
14. | R. Rabbany, M. Takaffoli, O. Zaiane. "Analyzing Participation of Students in Online Courses Using Social Network Analysis Techniques". International Conference on Educational Data Mining (EDM), (ed: Mykola Pechenizkiy, Toon Calders, Cristina Conati, Sebastián Ventura, Cristóbal Romero, John C. Stamper), pp 21-30, July 2011. |
15. | J. Chen, J. Fagnan, R. Goebel, R. Rabbany, F. Sangi, M. Takaffoli, E. Verbeek, O. Zaiane. "Meerkat: Community Mining with Dynamic Social Networks". IEEE International Conference on Data Mining (ICDM), pp 1377-1380, December 2010. |
In Workshop
16. | R. Rabbany, O. Zaiane. "Evaluation of Community Mining Algorithms in the Presence of Attributes". International Workshop on Quality issues, measures of interestingness and evaluation of data mining , May 2015. |
17. | R. Rabbany, O. Zaiane, S. ElAtia. "Mining Large Scale Data from National Educational Achievement Test". KDD Workshop on Data Mining for Educational Assessment and Feedback, August 2014. |
18. | R. Rabbany, O. Zaiane. "A Diffusion of Innovation-Based Closeness Measure for Network Associations". COMMPER Workshop on Mining Communities and People Recommenders, December 2011. |
19. | R. Rabbany, J. Chen, O. Zaiane. "Top Leaders Community Detection Approach in Information Networks". SNA-KDD Workshop on Social Network Mining and Analysis, July 2010. |
Other Categories
20. | R. Rabbany, O. Zaiane. "Evaluation of Community Mining Algorithms in the Presence of Attributes". Trends and Applications in Knowledge Discovery and Data Mining, Trends and Applications in Knowledge Discovery and Data Mining, Springer, (ed: Xiao-Li Li, Tru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu-Bao Ho, David Cheung), 9441, pp 152-163, November 2015. |
21. | R. Rabbany, S. ElAtia, M. Takaffoli, O. Zaiane. "Collaborative Learning of Students in Online Discussion Forums: A Social Network Analysis Perspective". Series: Studies in Computational Intelligence, Educational Data Mining: Applications and Trends, Springer, (ed: Alejandro Peña-Ayala), 524, pp 1-25, October 2014. |
22. | R. Rabbany, M. Takaffoli, J. Fagnan, O. Zaiane, R. Campello. "Relative Validity Criteria for Community Mining Algorithms". Encyclopedia of Social Network Analysis and Mining, Encyclopedia of Social Network Analysis and Mining, Springer, (ed: Reda Alhajj and Jon Rokne), pp 1-18, October 2014. |