Statistical Learning Theory: Term Project Reports

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Á¤¼Ò¿µ Support Vector MachineÀ» ÀÌ¿ëÇÑ Pattern Classification Download
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½ÅÇüÁÖ Dimension Reduction with Kernel PCA for Document Classification Download
Á¶µ¿¿¬ SOMÀ» ÀÌ¿ëÇÑ ´Ü¹éÁúÀÇ ±¸Á¶Àû Clustering Download
½Å¼ö¿ë Fuzzy K-means°ú SOMÀ» ÀÌ¿ëÇÑ Pima Indian Diabetes Data ºÐ¼® Download
±èÁÖ°ü Spatial dataÀÇ clustering ¹æ¹ý ºñ±³(Modified GLA vs Spatial indexing) Download
Ȳ±Ô¹é Letter Recognition by MLP Download
±Ç¿ë½Ä µµ·Î µ¥ÀÌÅÍÀÇ Classification Download
¹Ú»ó¿í SOMÀ» ÀÌ¿ëÇÑ µ¥ÀÌŸ Ŭ·¯½ºÅ͸µ Download
Çã¿øÃ¢ ART2(Adaptive Resonance Theory)¸¦ »ç¿ëÇÑ HTML ¹®¼­ÀÇ CLUSTERING Download
±èÀ¯È¯ SOM-PCA Download
¼®È£½Ä Modular Neural Network¸¦ ÀÌ¿ëÇÑ Time Series Prediction Download
¼Û»ó¿Á ½Å°æ¸ÁÀ» ÀÌ¿ëÇÑ ºñ¼±Çü pcaÀÇ ±¸Çö°ú ÀÌ»ó °¨Áö ¹× ½Ç°øÁ¤ µ¥ÀÌÅÍ ÃßÁ¤ Download
±èÁ¤Áý K-means¾Ë°í¸®ÁòÀ» »ç¿ëÇÑ clustering Download
±è¼®ÁØ Áö¿ªÀûÀΠƯ¼ºÀ» °¡Áø Àü¹®°¡µéÀÇ °áÇÕ¿¡ ÀÖ¾î prior knowledgeÀÇ ¿µÇâ¿¡ ´ëÇÑ ½ÇÇè Download
¿ÀÀå¹Î MLP¿Í AdaBoost¸¦ ÀÌ¿ëÇÑ ¹®¼­ºÐ·ù Download
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ÀÌÀ翵 Face Orientation Classification Download
ÇÑ»óÀ± À½¼ºµ¥ÀÌÅÍ clustering°ú classification: SOM°ú LVQ Download
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ÀÌ»óÁø Neural Network¸¦ ÀÌ¿ëÇÑ ´ÙǰÁ¾ ¼Ò·® »ý»ê¿¡¼­ÀÇ ¼ö¿ä pattern ºÐ¼® Download
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±èÀοµ Self-Organizing MapÀ» ÀÌ¿ëÇÑ À¯´Ð½º ½Ã½ºÅÛ »ç¿ëÀÚÀÇ ¸í·É¾î ÆÐÅÏ ºÐ¼® Download
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