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Shinjae Yoo

Assistant Computational Scientist


  • Ph.D., Carnegie Mellon University
  • M.S., Carnegie Mellon University
  • M.S., Seoul National University, Korea
  • B.E., Soong-sil University, Korea

Areas of Interest

  • Large scale scientific data mining (climate, biology, astronomy, physics, etc)
  • Text mining
  • Social network analysis (email prioritization, social media analysis)


  • October 2011 – present, Assistant Computational Scientist, Brookhaven National Laboratory
  • June 2010 - September 2011, Research Associate, Brookhaven National Laboratory

Publications (since 2010)

Hao Huang, Hong Qin, Shinjae Yoo, Dantong Yu, "A New Anomaly Detection Algorithm based on Quantum Mechanics". ICDM 2012.

Hao Huang, Hong Qin, Shinjae Yoo, Dantong Yu, "Local Anomaly Descriptor: A Robust Unsupervised Algorithm for Anomaly Detection based on Diffusion Space". CIKM 2012.

Hao Huang, Shinjae Yoo, Dantong Yu, Dong Huang, Hong Qin, "Correlation and Local Feature Based Cloud Motion Estimation". KDD Mutimedia Data Mining (MDM) workshop - MDMKDD 2012.

Hao Huang, Shinjae Yoo, Hong Qin, and Dantong Yu, "A Robust Clustering Algorithm Based on Aggregated Heat Kernel Mapping". ICDM 2011

Shinjae Yoo, Yiming Yang and Jaime Carbonell, "Modeling Personalized Email Prioritization: Classification-based and Regression-based Approaches". CIKM 2011

Hao Huang, Shinjae Yoo, Dantong Yu, Dong Huang, and Hong Qin, "Cloud Motion Detection for Short Term Solar Power Prediction". ICML 2011 Workshop on Machine Learning for Global Challenges

Yiming Yang, Shinjae Yoo, Frank Lin and II-Chul Moon, "Personalized email prioritization based on content and social network analysis". IEEE Intelligent Systems: Special Issue on Social Learning, Vol. 25(4), pp12-18, July/August 2010.