Publications

Index

2016
[10] Trust from the past: Bayesian Personalized Ranking based Link Prediction in Knowledge Graphs (, , , , , , ), In SDM Workshop on Mining Networks and Graphs (MNG 2016), . [bibtex] [pdf]
[9] Bayesian Non-Exhaustive Classification - A Case Study: Online Name Disambiguation Using Temporal Record Streams (, , ), In Proceedings of the 25th ACM International on Conference on Information and Knowledge Management (CIKM), Indianapolis, Indiana, Research Track Full Paper, . [bibtex] [pdf]
[8] Discovery of Functional Motifs from the Interface Region of Oligomeric Proteins using Frequent Subgraph Mining Method (, , ), In 15th International Workshop on Data Mining in Bioinformatics (BIOKDD'16), . [bibtex] [pdf]
[7]Link Prediction in Dynamic Networks Using Graphlet (, ), In Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part I, . [bibtex] [doi]
[6] ACTS: Extracting Android App Topological Signature through Graphlet Sampling (, , , , , ), In Proceedings of the 2016 IEEE International Conference on Communications and Network Security, IEEE Computer Society, . [bibtex] [pdf]
[5] Methods and Applications of Network Sampling (), Chapter in Optimization Challenges in Complex, Networked and Risky Systems (Aparna Gupta, Agostino Capponi, eds.), . [bibtex] [pdf] [doi]
[4] Incremental Method for Spectral Clustering of Increasing Orders (, , , ), In KDD Workshop on Mining and Learning with Graphs (MLG 2016) (Selected for contributed talk (2 out of 29)), . [bibtex] [pdf]
[3] Interactive knowledge discovery from hidden data through sampling of frequent patterns (, ), In Statistical Analysis and Data Mining: The ASA Data Science Journal, . [bibtex] [pdf]
[2]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]
[1]Waiting to be Sold: Prediction of Time-Dependent House Selling Probability (, ), In IEEE DSAA: Third International Conference on Data Science and Advanced Analytics, . [bibtex]