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Current Result Document :
ÇѱÛÁ¦¸ñ(Korean Title) |
¹®Á¦ º¯È¯ ¾Ë°í¸®Áò°ú ÀνºÅϽº ¼±º° ¾Ë°í¸®Áò Á¶ÇÕ °£ÀÇ ´ÙÁß ·¹ÀÌºí µ¥ÀÌÅÍ ºÐ·ù ¼º´É ºñ±³ ºÐ¼® ¿¬±¸ |
¿µ¹®Á¦¸ñ(English Title) |
A study on multi-label data classification performance comparison analysis between combinations of problem transformation algorithms and instance selection algorithms |
ÀúÀÚ(Author) |
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PilHyeon Lee
Wangduk Seo
Jaesung Lee
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¿ø¹®¼ö·Ïó(Citation) |
VOL 18 NO. 02 PP. 0159 ~ 0160 (2017. 11) |
Çѱ۳»¿ë (Korean Abstract) |
ÇöÀç ¸¹Àº ¿¬±¸¿¡¼ ´ÙÁß ·¹ÀÌºí µ¥ÀÌÅÍ°¡ »ý¼ºµÇ°í ÀÖ´Ù. ÀϹÝÀûÀ¸·Î ´ÙÁß ·¹ÀÌºí µ¥ÀÌÅÍ¿¡´Â ³ëÀÌÁî°¡ ¸¹±â ¶§¹®¿¡ ÀνºÅϽº ¼±º° ±â¼úÀÌ ´ÙÁß ·¹ÀÌºí µ¥ÀÌÅÍ ºÐ·ùÀÇ ¼º´ÉÀ» ³ôÀÏ ¼ö ÀÖÀ» °ÍÀÌ´Ù. ÇÏÁö¸¸ ÀνºÅϽº ¼±º° ±â¼úÀ» ´ÙÁß ·¹ÀÌºí µ¥ÀÌÅÍ¿¡ Àû¿ëÇÏ´Â ¿¬±¸´Â ¾ÆÁ÷±îÁö ÁøÇàµÇÁö ¾Ê¾Ò´Ù. º» ¿¬±¸ÀÇ ¸ñÇ¥´Â ´ÙÁß ·¹ÀÌºí µ¥ÀÌÅÍ¿¡ ÀνºÅϽº ¼±º° ±â¼úÀ» Àû¿ëÇϱâ À§ÇÑ ¹®Á¦ º¯È¯ ¾Ë°í¸®Áò°ú ÀνºÅϽº ¼±º° ¾Ë°í¸®ÁòÀÇ Á¶ÇÕµé °£ÀÇ ´ÙÁß ·¹ÀÌºí µ¥ÀÌÅÍ ºÐ·ù ¼º´ÉÀ» ºñ±³ÇÏ°í ºÐ¼®ÇÏ´Â °ÍÀÌ´Ù. Label Power Set (LP), Pruned Problem Transformation (PPT)°¡ ¹®Á¦ º¯È¯ ¾Ë°í¸®ÁòÀ¸·Î¼ »ç¿ëµÇ¾ú°í ÀνºÅϽº ¼±º° ¾Ë°í¸®ÁòÀ¸·Î´Â Wilson¡¯s method, Local Set-based Smoother(LSSm)°¡ »ç¿ëµÇ¾ú´Ù. º» ¿¬±¸¿¡¼´Â ¾Õ¼ ¸»ÇÑ ¹®Á¦ º¯È¯ ¾Ë°í¸®Áò 2°¡Áö¿Í ÀνºÅϽº ¼±º° ¾Ë°í¸®Áò 2°¡Áö¸¦ Á¶ÇÕÇÏ¿© ÃÑ 4°¡ÁöÀÇ Á¶ÇÕ ¾Ë°í¸®ÁòÀ» ÀÌ¿ëÇÏ¿© À½¾Ç µµ¸ÞÀÎÀÇ ´ÙÁß ·¹ÀÌºí µ¥ÀÌÅÍ ºÐ·ù ½ÇÇèÀ» ÁøÇàÇÏ¿´°í, Á¶ÇÕ ¾Ë°í¸®ÁòµéÀÇ ¼º´ÉÀ» ºñ±³ÇÏ°í Åë°èÀûÀ¸·Î ºÐ¼®ÇÏ¿´´Ù.
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¿µ¹®³»¿ë (English Abstract) |
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