Publications

Index

2016
[12] Interactive knowledge discovery from hidden data through sampling of frequent patterns (, ), In Statistical Analysis and Data Mining: The ASA Data Science Journal, . [bibtex] [pdf]
[11]PRIIME: A Generic Framework for Interactive Personalized Interesting Pattern Discovery (, ), In Proceedings of the 2016 IEEE International Conference on Big Data (Big Data), IEEE Computer Society, . [bibtex]
[10]Waiting to be Sold: Prediction of Time-Dependent House Selling Probability (, ), In IEEE DSAA: Third International Conference on Data Science and Advanced Analytics, . [bibtex]
2015
[9] An Iterative MapReduce Based Frequent Subgraph Mining Algorithm (, ), In IEEE Trans. Knowl. Data Eng., volume 27, . [bibtex] [pdf] [doi]
2014
[8] Graft: An Efficient Graphlet Counting Method for Large Graph Analysis (, , ), In IEEE Trans. Knowl. Data Eng., volume 26, . [bibtex] [pdf] [doi]
[7] GUISE: a uniform sampler for constructing frequency histogram of graphlets (, , , ), In Knowl. Inf. Syst., volume 38, . [bibtex] [pdf] [doi]
[6] FSM-H: Frequent Subgraph Mining Algorithm in Hadoop (, ), In 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27 - July 2, 2014, . [bibtex] [pdf] [doi]
[5] Frequent Pattern Mining Algorithms: A Survey (, , ), Chapter in Frequent Pattern Mining, . [bibtex] [pdf] [doi]
2013
[4] Characterization of the dynamics and interactions of domain names and name server (, , , ), In IEEE Conference on Communications and Network Security, CNS 2013, National Harbor, MD, USA, October 14-16, 2013, . [bibtex] [pdf] [doi]
2012
[3] GUISE: Uniform Sampling of Graphlets for Large Graph Analysis (, , , ), In 12th IEEE International Conference on Data Mining, ICDM 2012, Brussels, Belgium, December 10-13, 2012, . [bibtex] [pdf] [doi]
[2] GRAFT: an approximate graphlet counting algorithm for large graph analysis (, , ), In 21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012, . [bibtex] [pdf] [doi]
[1] Interactive pattern mining on hidden data: a sampling-based solution (, , ), In 21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012, . [bibtex] [pdf] [doi]