2019³â Ãß°è Çмú´ëȸ
Current Result Document :
ÇѱÛÁ¦¸ñ(Korean Title) |
Áö¿ª ±ºÁýȸ¦ À§ÇÑ CNN-GRU ±â¹Ý ´Ùº¯·® ½Ã°è¿ µ¥ÀÌÅÍÀÇ Æ¯¼º ÃßÃâ |
¿µ¹®Á¦¸ñ(English Title) |
Feature Extraction of CNN-GRU based Multivariate Time Series Data for Regional Clustering |
ÀúÀÚ(Author) |
±èÁø¾Æ
ÀÌÁöÈÆ
ÃÖµ¿¿í
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Jinah Kim
Ji-Hoon Lee
Dong-Wook Choi
Nammee Moo
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¿ø¹®¼ö·Ïó(Citation) |
VOL 26 NO. 02 PP. 0950 ~ 0951 (2019. 11) |
Çѱ۳»¿ë (Korean Abstract) |
½Ã°è¿ µ¥ÀÌÅÍ¿¡ ´ëÇÑ ±ºÁýÈ °ü·Ã ¿¬±¸´Â ÁÖ·Î Åë°è ºÐ¼®À» ÅëÇØ ÀÌ·ïÁö±â ¶§¹®¿¡ µ¥ÀÌÅÍ°¡ °®´Â Ư¼ºÀ» ¿ÏÀüÈ÷ ¹Ý¿µÇÏ´Â µ¥ ÇѰ踦 °®´Â´Ù. º» ³í¹®¿¡¼´Â ´Ùº¯·® µ¥ÀÌÅÍ¿¡¼ÀÇ ±ºÁýȸ¦ À§ÇÏ¿© º¯¼öº°·Î ½Ã°£¿¡ µû¸¥ º¯È¿Í Ư¡À» ÃßÃâÇϱâ À§ÇÑ CNN-GRU(Convolutional Neural Network – Gated Recurrent Unit) ±â¹ÝÀÇ ½Å°æ¸Á ¸ðµ¨À» Á¦¾ÈÇÑ´Ù. CNNÀ» È°¿ëÇÏ¿© º¯¼öº°·Î °®´Â Ư¼ºÀ» ÆľÇÇÏ°íÀÚ ÇÏ¿´À¸¸ç, GRUÀ» ÅëÇØ Àüü ½Ã°£¿¡ µû¸¥ ¼Òºñ Ãß¼¼¸¦ µµÃâÇÏ°íÀÚ ÇÏ¿´´Ù. Áö¿ªº°·Î ¾÷Á¾¿¡ µû¶ó »ç¿ëµÈ 2³â Ä¡ÀÇ ½ÇÁ¦ Ä«µå µ¥ÀÌÅ͸¦ È°¿ëÇÏ¿´À¸¸ç, À¯»çÇÑ ¼Òºñ Ãß¼¼¸¦ º¸ÀÌ´Â Áö¿ªÀ» ±ºÁýÈÇϴµ¥ À̸¦ Àû¿ëÇÏ¿´´Ù. °á°úÀûÀ¸·Î, ´Ùº¯·® ½Ã°è¿ µ¥ÀÌÅ͸¦ ÅëÇØ ÀüüÀûÀÎ È帧À» ¹Ý¿µÇÏ¿© ÆÐÅÏÈÇß´Ù´Â Á¡¿¡¼ ÀÇÀǸ¦ °®´Â´Ù.
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¿µ¹®³»¿ë (English Abstract) |
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