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Selected Publications

2015

• Finding Community Topics and Membership in Graphs.
  • Matt Revelle
  • Carlotta Domeniconi
  • Mack Sweeney
  • Aditya Johri
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2015.
• HierCost: Improving Large Scale Hierarchical Classification with Cost Sensitive Learning.
  • Anveshi Charuvaka
  • Huzefa Rangwala
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2015.

2014

• Boosted Mean Shift Clustering.
  • Yazhou Ren
  • Uday Kamath
  • Carlotta Domeniconi
  • Guoji Zhang
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2014.
• A Weighted Adaptive Mean Shift Clustering Algorithm.
  • Yazhou Ren
  • Carlotta Domeniconi
  • Guoji Zhang
  • Guoxian Yu
  SIAM International Conference on Data Mining (SDM), 2014.
• FLIP: Active Learning for Relational Network Classification.
  • Tanwistha Saha
  • Huzefa Rangwala
  • Carlotta Domeniconi
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2014.

2013

• Joint Segmentation and Clustering in Text Corpuses.
  • Sam Blasiak
  • Sithu Sudarshan
  • Huzefa Rangwala
  SIAM International Conference on Data Mining (SDM), 2013.
• Sparsification and Sampling of Networks for Collective Classification.
  • Tanwistha Saha
  • Huzefa Rangwala
  • Carlotta Domeniconi
  International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP), 2013.
• Weighted-Object Ensemble Clustering.
  • Yazhou Ren
  • Carlotta Domeniconi
  • Guoji Zhang
  • Guoxian Yu
  IEEE International Conference on Data Mining (ICDM), 2013.

2012

• Efficient Clustering of Metagenomic Sequences using Locality Sensitive Hashing.
  • Zeehasham Rasheed
  • Huzefa Rangwala
  • Daniel Barbará
  SIAM International Conference on Data Mining (SDM), 2012.
• Multi-task Learning for Classifying Proteins with Dual Hierarchies.
  • Anveshi Charuvaka
  • Huzefa Rangwala
  IEEE International Conference on Data Mining (ICDM), 2012.
• Transductive Multi-label Ensemble Classification for Protein Function Prediction.
  • Guoxian Yu
  • Carlotta Domeniconi
  • Huzefa Rangwala
  • Guoji Zhang
  • Zhiwen Yu
  ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2012.
• Transductive Multi-label Ensemble Classification for Protein Function Prediction.
  • Yazhou Ren
  • Carlotta Domeniconi
  • Huzefa Rangwala
  • Guoji Zhang
  • Guoxian Yu
  ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2012.
• Visualizing Variable-length Time Series Motifs.
  • Yuan Li
  • Jessica Lin
  • Tim Oates
  SIAM International Conference on Data Mining (SDM), 2012.

2011

• Spectrum Based Fraud Detection in Social Networks.
  • Xiawei Ying
  • Xintao Wu
  • Daniel Barbará
  International Conference on Data Engineering (ICDE), 2011.
• Nonparametric Bayesian Co-clustering Ensembles.
  • Pu Wang
  • Kathryn B. Laskey
  • Carlotta Domeniconi
  • Michael I. Jordan
  SIAM International Conference on Data Mining (SDM), 2011.

2010

• Co-Participation Networks Using Comment Information.
  • Huzefa Rangwala
  • Salman Jamali
  AAAI International Conference on Weblogs and Social Media (ICWSM), 2010.

2009

• Digging Digg: Comment Mining, Popularity Prediction, and Social Network Analysis.
  • Salman Jamali
  • Huzefa Rangwala
  IEEE International Conference on Web Information Systems and Mining (WISM), 2009.