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Current Result Document :
ÇѱÛÁ¦¸ñ(Korean Title) |
±â´É¼º¿¡ µû¸¥ ÇÁ·Î±×·¡¹Ö ¼Ò½ºÄÚµå ºÐ·ù¸¦ À§ÇÑ Deep Learning Model ¿¬±¸ |
¿µ¹®Á¦¸ñ(English Title) |
A Study on Deep Learning model for classifying programs by functionalities |
ÀúÀÚ(Author) |
À±ÁÖ¼º
ÀÌÀºÇå
¾ÈÁøÇö
±èÇöö
Joo-Sung Yoon
Eun-Hun Lee
Jin-Hyeon An
Hyun-Cheol Kim
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¿ø¹®¼ö·Ïó(Citation) |
VOL 23 NO. 02 PP. 0615 ~ 0616 (2016. 11) |
Çѱ۳»¿ë (Korean Abstract) |
ÃÖ±Ù 4Â÷ »ê¾÷À¸·Î Æз¯´ÙÀÓÀÌ º¯ÈÇÔ¿¡ µû¶ó SW»ê¾÷ÀÌ ´õ¿í Áß¿äÇÏ°Ô µÇ¾ú´Ù. ÀÌ¿¡ µû¶ó Àü ¼¼°èÀûÀ¸·Î ÄÚµù ±³À°¿¡ ´ëÇÑ ¼ö¿äµµ Áõ°¡ÇÏ°Ô µÇ¾ú°í ±â¾÷¿¡¼µµ SW¸¦ Àß ¸¸µé±â À§ÇÑ ÄÚµå °ü¸® Á߿伺µµ Áõ°¡ÇÏ°Ô µÇ¾ú´Ù. ¸¹Àº ¾çÀÇ ÇÁ·Î±×·¡¹Ö ¼Ò½ºÄڵ带 »ç¶÷ÀÌ ÀÏÀÏÀÌ Ã¤Á¡ÇÏ°í °ü¸®ÇÏ´Â °ÍÀº »ç½Ç»ó ºÒ°¡´ÉÇϱ⠶§¹®¿¡ ÀÌ·¯ÇÑ ¹®Á¦¸¦ ÇØ°áÇÒ ¼ö ÀÖ´Â ÄÚµå Æò°¡ ½Ã½ºÅÛÀÌ ¿ä±¸µÇ°í ÀÖ´Ù. ÇÏÁö¸¸ ¾î¶² Äڵ尡 ÁÁÀº ÄÚµåÀÎÁö Äڵ带 ¾î¶»°Ô Æò°¡ÇؾßÇÏ´ÂÁö¿¡ ´ëÇÑ ¸íÈ®ÇÑ ±âÁØÀº ¾øÀ¸¸ç ÀÌ¿¡ ´ëÇÑ ¿¬±¸µµ ºÎÁ·ÇÑ »óȲÀÌ´Ù. ÃÖ±Ù¿¡ ÁÖ¸ñ ¹Þ°í ÀÖ´Â Deep Learning ±â¼úÀº À̹ÌÁö ó¸®, ÀÚ¿¬¾î ó¸®µî ±âÁ¸ÀÇ Machine Learning ¾Ë°í¸®ÁòÀÌ ³Â´ø ¼º°úº¸´Ù ÈξÀ ¶Ù¾î³ ¼º°ú¸¦ ³»°í ÀÖ´Ù. ÇÏÁö¸¸ Programming language ¿µ¿ª¿¡¼´Â ¾ÆÁ÷ ±íÀÌ ¿¬±¸µÈ ¹Ù°¡ ¾ø´Ù. µû¶ó¼ º» ¿¬±¸¿¡¼´Â Deep Learning ±â¼ú·Î ¾Ë·ÁÁø Convolutional Neural NetworkÀÇ º¯ÇüµÈ ÇüÅ¿£ Tree-based Convolutional Neural Network¸¦ »ç¿ëÇÏ¿© ÇÁ·Î±×·¡¹Ö ¼Ò½ºÄڵ带 ºÐ¼®, ºÐ·ùÇÏ´Â ¾Ë°í¸®Áò ¹× ÄÚµåÀÇ Representation Learning¿¡ ´ëÇÑ ¿¬±¸¸¦ ÁøÇàÇÔÀ¸·Î½á ÀÌ·¯ÇÑ ¹®Á¦¸¦ ÇØ°áÇÏ°íÀÚ ÇÑ´Ù.
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¿µ¹®³»¿ë (English Abstract) |
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Å°¿öµå(Keyword) |
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