Publications
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Diana Palsetia, Mostofa Patwary, William Hendrix, Ankit Agrawal, and Alok Choudhary. Clique Guided Community Detection. In IEEE International Conference on Big Data, Accepted, to appear, October 2014.
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Yusheng Xie, Zhengzhang Chen, Diana Palsetia, Ankit Agrawal, and Alok Choudhary. Indexing Bipartite Memberships in Web Graphs. In International Conference on Advances in Social Network Analysis and Mining, August 2014.
- Diana Palsetia, Md. Mostofa Ali Patwary, Ankit Agrawal, Alok Choudhary. Excavating social circles via user interests. In the Journal of Social Network Analysis and Mining , Springer-Verlag Wien, vol. 4, no. 1, 2014. (url)
- Diana Palsetia*, Yusheng Xie*, Yu Cheng, Ankit Agrawal, Goce Trajcevski, and Alok Choudhary. Silverback: Scalable Association Mining For Massive temporal Data in Columnar Probabilistic Databases. In the Proceedings of the 30th International Conference on Data Engineering (ICDE'14), March 2014.(*Both authors contributed equally).
- Mostofa Ali Patwary, Diana Palsetia, Ankit Agrawal, Wei-keng Liao, Fredrik Manne, and Alok Choudhary. Scalable Parallel OPTICS Data Clustering Using Graph Algorithmic Techniques. In the International Conference on High Performance Computing, Networking, Storage and Analysis (Supercomputing, SC'13). (url)
- William Hendrix, Diana Palsetia, Md. Mostofa Ali Patwary, Ankit Agrawal, Wei-keng Liao, and Alok Choudhary. A Scalable Algorithm for Single-Linkage Hierarchical Clustering on Distributed-Memory Architectures. In the IEEE Symposium on Large Scale Data Analysis and Visualization (LDAV'13). (pdf)
- Mostofa Ali Patwary, Diana Palsetia, Ankit Agrawal, Wei-keng Liao, Fredrik Manne, and Alok Choudhary. A new scalable parallel DBSCAN algorithm using the disjoint-set data structure. In the International Conference for High Performance Computing, Networking, Storage and Analysis, November 2012. (pdf)
- Diana Palsetia, Md. Mostofa Ali Patwary, Kunpeng Zhang, Kathy Lee, Christopher Moran, Yves Xie, Daniel Honbo, Ankit Agrawal, Wei-keng Liao, Alok Choudhary. User-Interest based Community Extraction in Social Networks. In the Sixth Social Network Mining and Analysis(SNA) KDD Workshop, August 2012. (pdf)
- Alok Choudhary, William Hendrix, Kathy Lee, Diana Palsetia, and Wei-keng Liao. Social Media Evolution of The Egyptian Revolution.
Communications of the ACM, 55(5):74–80, ACM, New York, NY, USA, May 2012. (pdf)
- Hongyu Gao, Yan Chen, Kathy Lee, Diana Palsetia, and Alok Choudhary. Towards Online Spam Filtering in Social Networks. In
the Network and Distributed System Security Symposium, February 2012. (pdf)
- Kathy Lee, Diana Palsetia, Md. Mostofa Ali Patwary, Ankit Agrawal, Alok Choudhary, and Ramanathan Narayanan. Twitter Trending
Topic Classification. In the Workshop on Optimization Based Methods for Emerging Data Mining Problems, held in conjunction
with the the IEEE International Conference on Data Mining, December 2011. (pdf)
- Kunpeng Zhang, Yu Cheng, Yusheng Xie, Ankit Agrawal, Diana Palsetia, Kathy Lee, Wei-keng Liao, and Alok Choudhary. SES: Sentiment
Elicitation System for Social Media Data. In the Workshop on Sentiment Elicitation from Natural Text for Information Retrieval
and Extraction, held in conjunction with the the IEEE International Conference on Data Mining, December 2011. (pdf)