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ÇѱÛÁ¦¸ñ(Korean Title) |
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¿µ¹®Á¦¸ñ(English Title) |
Proposal of a pre-processing method for learning data using eXplainable Artificial Intelligence |
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Changhong Lee
Jaemin Lee
Donghyun Kim
Jongdeok Kim
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¿ø¹®¼ö·Ïó(Citation) |
VOL 48 NO. 02 PP. 0786 ~ 0788 (2021. 12) |
Çѱ۳»¿ë (Korean Abstract) |
4Â÷ »ê¾÷ Çõ¸íÀÌ ½ÃÀÛµÈ ÀÌÈÄ ÀΰøÁö´É(Artificial Intelligence, AI)´Â ´Ù¾çÇÑ »ê¾÷¿¡ µµÀԵǾî Çõ½ÅÀûÀ¸·Î ¹ßÀüµÇ°í ÀÖ´Ù. ¸¹Àº ¾çÀÇ µ¥ÀÌÅÍ¿Í ´Ù¾çÇÑ È¯°æ ¿ä¼Ò¿¡ µû¶ó ÀΰøÁö´É ¸ðµ¨Àº ´õ¿í º¹ÀâÇØÁö¸ç »ç¶÷ÀÌ Çؼ®Çϱâ Èûµé¾îÁø´Ù. ÀÌ ¹®Á¦Á¡À» ÇØ°áÇϱâ À§ÇØ ¼³¸í °¡´ÉÇÑ ÀΰøÁö´É (eXplainable Artificial Intelligence, XAI)±â¹ýÀÌ ¿¬±¸µÇ°í ÀÖ´Ù. º» ³í¹®¿¡¼´Â ¼³¸í °¡´ÉÇÑ ÀΰøÁö´É ±â¹ý Áß °èÃþº° ±â¿©µµ ÀüÆÄ(Layer-wise Relevance Propagation, LRP)±â¹ýÀ» »ç¿ëÇÏ¿© ¸ðµ¨À» Çؼ®Çϸç Çؼ®µÈ Á¤º¸¸¦ ±â¹ÝÀ¸·Î ¸ðµ¨ ¼º´ÉÀ» ³ôÀ̱â À§ÇØ ÇнÀµ¥ÀÌÅÍ Àüó¸® ¹æ¹ýÀ» Á¦¾ÈÇÑ´Ù. |
¿µ¹®³»¿ë (English Abstract) |
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