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ÀúÈñ ¼¾ÅÍ¿¡¼­´Â ¿À´Â 4¿ù 4ÀÏ ~ 5¿ù 30ÀϱîÁö °ÝÁÖ ¸ñ¿äÀÏ ¸¶´Ù "Datamining Technology for Bioinformatics" ¶ó´Â ÁÖÁ¦·Î ¼¼¹Ì³ª¸¦ °³ÃÖÇÕ´Ï´Ù. Bioinformatics ³í¹®Áý¿¡¼­ °ü·Ã³í¹®À» ¼±º°ÇÏ¿© ¹ßÇ¥ÇÏ°í ½ÉµµÀÖ°Ô Åä·ÐÇϴ ¹æ½ÄÀ¸·Î ÁøÇàÇϰíÀÚ ÇÕ´Ï´Ù. Àü»êÇÐ Àü°øÀÚ¿Í »ý¹°ÇÐ Àü°øÀÚµéÀÇ Åä·ÐÀÇ ÀåÀ» ¸¶·ÃÇϰíÀÚ ÇÏ¿À´Ï °ü½ÉÀÌ ÀÖ´Â ºÐµéÀº ´©±¸µçÁö Âü¿©ÇϽǼö ÀÖ½À´Ï´Ù.

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  • Text mining of biological literature
  • Genetic algorithm for gene selection or RNA folding
  • Support vector machines for clustering gene expression
  • Independent component analysis for gene expression analysis
  • Probabilistic models for gene expression

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April, 4

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Leping Li, Clarice R. Weinberg, Thomas A. Darden, and Lee G. Pedersen, Gene selection for sample classification based on gene expression data: study of sensitivity to choice of parameters of the GA/KNN method, Bioinformatics 2001 17: 1131-1142. [PDF] [PPT]
 

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Toshihide Ono, Haretsugu Hishigaki, Akira Tanigami, and Toshihisa Takagi, Automated extraction of information on protein-protein interactions from the biological literature, Bioinformatics,  vol. 17 no. 2, pages 155-161, 2001. [PDF] [PPT]
April, 18

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Hiroyuki Toh and Katsuhisa Horimoto, Inference of a genetic network by a combined approach of cluster analysis and graphical Gaussian modeling, Bioinformatics 2002 18: 287-297. [PDF] [PPT]
 

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Bruce A. Shapiro, Jin Chu Wu, David Bengali, and Mark J. Potts, The massively parallel genetic algorithm for RNA folding: MIMD implementation and population variation, Bioinformatics 2001 17: 137-148. [PDF]  [PPT]
May, 2

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Fugen Li and Gary D. Stormo, Selection of optimal DNA oligos for gene expression arrays, Bioinformatics 2001 17: 1067-1076. [PDF] [PPT]
  

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Vladimir Pavlovic, Ashutosh Garg, and Simon Kasif, A Bayesian framework for combining gene predictions, Bioinformatics 2002 18: 19-27. [PDF] [PPT]
May, 16

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Vasileios Hatzivassiloglou, Pablo A. Duboue, and Andrey Rzhetsky, Disambiguating proteins, genes, and RNA in text: a machine learning approach, Bioinformatics 2001 17: 97S-106S. [PDF] [PPT]
 

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John Aach and George M. Church, Aligning Gene Expression Time Series with Time Warping Algorithms, Bioinformatics 2001 17: 495-508. [PDF] [PPT]
May, 30

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Wolfram Liebermeister, Linear modes of gene expression determined by independent component analysis, Bioinformatics 2002 18: 51-60. [PDF] [PPT]
 

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Javier Herrero, Alfonso Valencia, and Joaquin Dopazo, A hierarchical unsupervised growing neural network for clustering gene expression patterns, Bioinformatics 2001 17: 126-136. [PDF] [PPT]

¿¬¶ôó: info@cbit.snu.ac.kr

CBIT Bioinformatics and Biocomputing °ü·Ã ¼¼¹Ì³ª


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Center for Bioinformation Technology (CBIT)
Research Institute of Advanced Computer Technology
Seoul National University, Seoul 151-742, Korea
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