Welcome to Data Mining Group @IUPUI Lab page!

Recent News

  • 2018-04: Congratulations to Tanay Saha for successfully defending his Ph.D. Tanay is heading to eBay!
  • 2017-12: Paper with Baichuan Zhang and Pin-Yu Chen from IBM research titled "Incremental Eigenpair Computation for Graph Laplacian Matrices: Theory and Applications" has been published in Social Network Analysis and Mining.
  • 2017-11: Congratulations to Baichuan Zhang for successfully defending his Ph.D. Baichuan is heading to Facebook!
  • 2017-10: Three papers from our group has been accepted in 2017 IEEE BigData Conference. Congratulations to Mansurul, Vachik, and Aritra.
  • 2017-10: Paper with Tanay Saha titled "Discovery of Functional Motifs from the Interface Region of Oligomeric Proteins using Frequent Subgraph Mining" has been accepted in IEEE/ACM Transactions on Computational Biology and Bioinformatics.
  • 2017-08: Paper with Tanay Saha titled "Learning Sentence Representation with Context" has been accepted in CIKM 2017 as a research track full paper.
  • 2017-08: Paper with Baichuan Zhang titled "Name Disambiguation in Anonymized Graphs using Network Embedding" has been accepted in CIKM 2017 as a research track full paper.
  • 2017-06: Paper with Tanay Saha titled "CON-S2V: A Generic Framework for Incorporating Extra-Sentential Context into Sen2Vec" has been accepted in ECML-PKDD 2017 Conference.
  • 2017-03: Our work of "Waiting to be Sold: Prediction of Time-Dependent House Selling Probability" is highlighted in Fox 69 Indianapolis news. Media coverage is available from here.
  • 2017-03: Congrats Dr. Hasan to award NSF grant for IUPUI undergraduate data science research program.
  • 2017-02: Paper with Baichuan Zhang and Vachik Dave titled "Feature Selection for Classification under Anonymity Constraint" accepted in Transactions on Data Privacy.
  • 2017-01: Our work of online name disambiguation has been featured by Yahoo Technology. Media coverage is available from here.

Recent Publications

2018
[6] Representing Graphs as Bag of Vertices and Partitions for Graph Classification (, ), In Data Science and Engineering, . [bibtex] [pdf] [doi]
[5] The Role of Graphlets in Viral Processes on Networks (, , , ), In Journal of Nonlinear Science, . [bibtex] [pdf] [doi]
[4]GPU Accelerated Browser for Neuroimaging Genomics (, , , , , , , , , ), In NeuroInformatics, Springer, . [bibtex]
[3] Triangle counting in large networks: a review (, ), In Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Wiley Periodicals, Inc, volume 8, . (e1226) [bibtex] [pdf] [doi]
[2]Predicting interval time for reciprocal link creation using survival analysis (, , , ), In Social Network Analysis and Mining, Springer, volume 8, . [bibtex]
[1] Incremental Eigenpair Computation for Graph Laplacian Matrices: Theory and Applications (, , ), In Social Network Analysis and Mining, Springer, volume 8, . [bibtex] [pdf]
[Publication list has been populated using: bibtexbrowser. The initial site was designed by Tanay Kumar Saha following the WCMS template of Indiana University.]