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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. view
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. view
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. view
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. PDFview
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. view

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. PDFview
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. view
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. view
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. PDFview
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. PDFview
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. PDFview
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. view
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. PDFview
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. PDFview
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. PDFview

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. view
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. PDFview
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. view
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. view

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. view
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. PDFview
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. PDFview
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