Welcome to Data Mining Group @IUPUI Lab page!

Recent News

  • 2017-06: Paper with Tanay titled "CON-S2V: A Generic Framework for Incorporating Extra-Sentential Context into Sen2Vec" accepted in ECML-PKDD 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: 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.
  • 2016-11: Dr. Hasan gave a tutorial talk at INFORMS 2016. More about the tutorial is available from here.
  • 2016-10: Congratulations to Mahmudur Rahman for successfully defending his Ph.D. Mahmudur is heading to Amazon!
  • 2016-08: Congratulations to Mansurul Bhuiyan for successfully defending his Ph.D. Mansurul is heading to IBM Almaden Research Lab!
  • 2016-07: Paper with Baichuan Zhang titled "Bayesian Non-Exhaustive Classification - A Case Study: Online Name Disambiguation Using Temporal Record Streams" accepted in CIKM 2016 as a research track full paper.
  • 2016-06: Paper with Mahmudur Rahman titled "Link Prediction in Dynamic Networks Using Graphlet" accepted in ECML-PKDD 2016 as a research track full paper.

Recent Publications

2017
[10] Feature Selection for Classification under Anonymity Constraint (, , , ), In Transactions on Data Privacy, volume 10, . [bibtex] [pdf]
[9]Name Disambiguation in Anonymized Graphs using Network Embedding (, ), In Proceedings of the 26th ACM International on Conference on Information and Knowledge Management (CIKM), Singapore, Research Track Full Paper, . [bibtex]
[8]Predicting Zillow Estimation Error Using Linear Regression and Gradient Boosting (, , ), In 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, . [bibtex]
[7]Discovery of Functional Motifs from the Interface Region of Oligomeric Proteins using Frequent Subgraph Mining (, , , ), In IEEE/ACM Transactions on Computational Biology and Bioinformatics, IEEE, . [bibtex]
[6]CON-S2V: A Generic Framework for Incorporating Extra-Sentential Context into Sen2Vec (, , ), In ECML-PKDD, . [bibtex]
[5]Regularized and Retrofitted Models for Learning Sentence Representation with Context (, , , ), In Proceedings of the 26th ACM International on Conference on Information and Knowledge Management (CIKM), Singapore, Research Track Full Paper, . [bibtex]
[4]How Fast Will You Get a Response? Predicting Interval Time for Reciprocal Link Creation (, , ), In The 11th International AAAI Conference on Web and Social Media (ICWSM), . [bibtex]
[3]E-CLoG: Counting Edge-Centric Local Graphlets (, , ), In Proceedings of the 2017 IEEE International Conference on Big Data (Big Data), IEEE Computer Society, . [bibtex]
[2]RAVEN: Web-based Smart Home Exploration System Through Interactive Pattern Discovery (, ), In Proceedings of the 2017 IEEE International Conference on Big Data (Big Data), IEEE Computer Society, . [bibtex]
[1]A Distributed k-Core Decomposition Algorithm on Spark (, ), In Proceedings of the 2017 IEEE International Conference on Big Data (Big Data), IEEE Computer Society, . [bibtex]
[Publication list has been populated using: bibtexbrowser]