Jun won Lee
From DML
Jun won Lee is a PhD student and has been a researcher in the BYU Data Mining Lab since May 2006. Jun is originally from Seoul, Korea. He received his B.A. in Mathematics and Computer Science from Boston University in July 2002, and his M.S.in Computer Science from Tufts University in December 2005.
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[edit] Research Interests
- Machine Learning
- Data Mining
- System Modeling in Cellular Biology
- Bioinformatics
- Medical Informatics
- Web Services
[edit] Research Projects
- J2EE Web Services - Integrating heterogeneous J2EE components in Textbook store 2005.
- KDD Cup 2006 - Identifiying Pulumonary Embolism in an automatic way 2006.
- KDD Cup 2007 - Predicting aspects of movie rating behavior 2007.
- AMIA Data Mining Competition 2008 - Discovering Knowledge in NHANES (National Health and Nutrition Examination Survey Data) 2008.
[edit] Papers
Jun Won Lee and Christophe Giraud-Carrier, Transfer Learning in Decision Trees. To appear in Proceedings of the International Joint Conference on Neural Networks (ICJNN'07), August 12-17, 2007, Orlando, Florida, United States.
Jun Won Lee and Yiu-Kai Ng, Using Fuzzy-Word Correlation Factors to Compute Document Similarity Based on Phrase Matching. To appear in Proceedings of the 4th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'07), August 24-27, 2007, Haikou, China.
Jun Won Lee and Christophe Giraud-Carrier, Improving Algorithm Accuracy Prediction with a Small Set of Effective Meta-Features. To appear in Proceedings of the International Conference on Machine Learning and applications (ICMLA'08), December 10-12, 2008, San Diego, California, United States.
Jun Won Lee and Christophe Giraud-Carrier, New Insights Into Learning Algorithms and Datasets. To appear in Proceedings of the International Conference on Machine Learning and applications (ICMLA'08), December 10-12, 2008, San Diego, California, United States.
Yao Huang Lin, Jun won Lee, Matt Smith, Dependency Mining on the 2005-06 National Health and Nutrition Examination Survey Data. Presenting on the American Medical Information Association (AMIA'08), November 10-12, 2008, Washington D.C, United States.
[edit] Awards
BYU Fall Research Presentation Award (2007,2008)
3rd place for AMIA (American Medical Information Association) data mining competition (2008).
[edit] Certificates
- Sun Certified Programmer for the Java 2 Platform 1.4 - May, 2005.
- Sun Certified Web Component Developer for Java 2EE Platform 1.4 - November, 2005
- Sun Certified Business Component Developer for Java 2EE Platform 1.4 - November, 2005
[edit] Lecture Notes (CS 235: Data Structure and Algorithms in Java)
Growth Rates and Other Complexity Notations Slide
[edit] Dataset Repository
- UCI dataSet - ARFF-formatted UCI Classification Dataset
- GEMLeR - Gene Expression Machine Learning Repository Dataset
- LSU - Louisiana State University Dataset
