School of Computer Sci. and Eng.
Seoul National University
Seoul 151-742, Korea
Office: 138-409
Phone: +82-2-880-5890
Fax: +82-2-883-9120
E-mail: jgjoung_at_bi.snu.ac.kr
Personal home page: http://bi.snu.ac.kr/~jgjoung
Research interests: bioinformatics, machine learning, data mining
Publications:
- J.-G. Joung, K.-B. Hwang, J.-W. Nam, S.-J. Kim and B.-T. Zhang, Discovery of microRNA-mRNA modules via population-based probabilistic learning, Bioinformatics, Mar 9, 2007.
- J.-G. Joung, D. Shin, R.-H. Seong and B.-T. Zhang, Identification of Regulatory Modules by Co-clustering Latent Variable Models: Stem Cell Differentiation, Bioinformatics, 22(16): 2005-2011, 2006.
- S. J. Oh, J.-G, Joung, J.-H. Chang and B.-T. Zhang, Construction of Phylogenetic Trees by Kernel-Based Comparative Analysis of Metabolic Networks, BMC Bioinformatics, 7:284, 2006.
- J.-G. Joung, S. J. O and B.-T. Zhang, Protein Sequence-based Risk Classification for Human Papillomaviruses, Computers in Biology and Medicine, 36:656-667, 2006.
- J.-K. Rhee, J.-G. Joung, J.-H. Chang and B.-T. Zhang, Correlation Analysis between Regulatory Sequence Motifs and Expression Profiles by Kernel CCA, Proceedings of 2005 International Joint Conference of InCoB, AASBi, and KSBI, pp. 63-68, 2005.
- J.-G. Joung, S. J. Oh and B.-T. Zhang, Searching Transcriptional Modules using Evolutionary Algorithms, Lecture Notes in Computer Science, 3242:532-540, 2004.
- J.-G. Joung, S. J. O, and B.-T. Zhang, Prediction of the Risk Types of Human Papillomaviruses by Support Vector Machines, Lecture Notes in Artificial Intelligence, 3157:723-731, 2004.
- J.-W. Nam, J.-G. Joung, Y.- S. Ahn and B.-T. Zhang, Two-Step Genetic Programming for Optimization of an an RNA Common-Structure, Lecture Notes in Computer Science, 3005:73-83, 2004.
- J.-G. Joung and B.-T. Zhang, Concurrent Evolution of Neural Networks and Their Data Sets, Proceedings of the 8th International Conference on Neural Information Processing (ICONIP-2001), Vol. 1, pp. 115-120, 2001.
- J.-G. Joung and B.-T. Zhang, Actively Searching for Committees of RBF Networks Using Bayesian Evolutionary Computation, Proceedings of the 2001 Congress on Evolutionary Computation (CEC2001), Vol. 1, pp. 372-377, 2001.
- B.-T. Zhang and J.-G. Joung, Building Optimal Committees of Genetic Programs, Proceedings of Parallel Problem Solving from Nature, pp. 231-240, 2000.
- B.-T. Zhang and J.-G. Joung, Genetic Programming with Incremental Data Inheritance, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'99), Vol. 2, pp. 1217-1224, 1999.
- B.-T. Zhang and J.-G. Joung, Time Series Prediction Using Committee Machines of Evolutionary Neural Trees, Proceedings of the 1999 Congress on Evolutionary Computation (CEC99), Vol. 1, pp. 281-286, 1999.
- B.-T. Zhang and J.-G. Joung, Evolving Neural Trees for Heart Rate Prediction, Soft Computing in Engineering Design and Manufacturing, pp. 93-102, 1997.
- B.-T. Zhang and J.-G. Joung, Enhancing Robustness of Genetic Programming at the Species Level, Proceedings of the Second Annual Genetic Programming Conference (GP-97), pp. 336-242, 1997.
Domestic papers