Welcome to Data Mining Group @IUPUI Lab page!

Recent News

  • 2019-06: A short paper got accepted in ACM/IEEE ASONAM 2019 conference! Congratulations to Vachik, and Baichuan!
  • 2019-05: One full paper got accepted in ACM SIGKDD 2019 conference! Congratulations to the REU 2018 team.
  • 2019-04: One full paper got accepted in ACM JCDL 2019 conference, congratulations to Baichuan and Vachik!
  • 2018-08: One industry track full paper got accepted in CIKM 2018, congratulations Vachik and Baichuan!
  • 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.
  • 2017-03: 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: Dr. Hasan has receiving NSF grant for IUPUI undergraduate data science research program.

Recent Publications

2019
[6] Investigate Transitions into Drug Addiction through Text Mining of Reddit Data (, , , , ), In Proceedings of 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, ACM, . [bibtex] [pdf]
[5] Dirichlet Process Gaussian Mixture for Active Online Name Disambiguation by Particle Filter (, , , ), In Proceedings of ACM Joint Conference on Digital Libraries (JCDL), ACM, . [bibtex] [pdf]
[4] Neural-Brane: Neural Bayesian Personalized Ranking for Attributed Network Embedding (, , , ), In Data Science and Engineering, volume 4, . [bibtex] [pdf]
[3]Neural-Brane: An Inductive Approach for Attributed Network Embedding (, , , ), In 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019, Vancouver, Canada, . [bibtex]
[2] Triangle Completion Time Prediction using Time-conserving Embedding (, ), In Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Wurzburg, Germany, September 16-20, 2019, Proceedings, Part I, . [bibtex] [pdf]
[1]Network Alignment using Graphlet Signature and High Order Proximity (, , ), In Proc. of Fifth International Conference on Machine Learning, Optimization, and Data Science, LOD 2019, Tuscany, Italy, September 10-13, . [bibtex]
[Publication list has been populated using: bibtexbrowser. The initial site was designed by Tanay Kumar Saha following the WCMS template of Indiana University.]