RuleCOSI
BPM Lab.
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  • JYJung . . . . 2 matches
          1. '''Josue Obregon''' and Jae-Yoon Jung*, "'''RuleCOSI+''': Rule Extraction for Interpreting Classification Tree Ensembles", ''Information Fusion'', Vol. 89, Jan. 2023, 355-381. (SCIE, IF=__17.564, 0.45%(1/109)__, CS/T&M) (Ack: Engy, OCC). [https://www.sciencedirect.com/science/article/pii/S1566253522001129 link] [https://www.sciencedirect.com/science/article/pii/S1566253522001129/pdfft?md5=0b58e19ec75339e444a7354d6b745245&pid=1-s2.0-S1566253522001129-main.pdf pdf] [https://drive.google.com/file/d/1qYXTT5mcOtSKSo9bXY6R_lpeID5BnILc/ pdf]
          1. '''Josue Obregon''', Aekyung Kim, and Jae-Yoon Jung*, "'''RuleCOSI''': Combination and Simplification of Production Rules from Boosted Decision Trees for Imbalanced Classification", Expert Systems with Applications, Vol. 126, Jul 2019, pp. 64-82. (SCIE, IF=4.292, 8%, OR/MS) [https://doi.org/10.1016/j.eswa.2019.02.012 link] [https://drive.google.com/file/d/1FwMrNQXNCo_6g0U9O52n47DEN5oURglI/view?usp=sharing pdf]
  • Publications . . . . 2 matches
          1. '''Josue Obregon''' and Jae-Yoon Jung*, "RuleCOSI+: Rule Extraction for Interpreting Classification Tree Ensembles", ''Information Fusion'', Vol. 89, Jan. 2023, 355-381. (SCIE, '''IF=17.564, 0.5%(1/109)''', CS/T&M) (Ack: Engy, OCC). [https://www.sciencedirect.com/science/article/pii/S1566253522001129 link] [https://www.sciencedirect.com/science/article/pii/S1566253522001129/pdfft?md5=0b58e19ec75339e444a7354d6b745245&pid=1-s2.0-S1566253522001129-main.pdf pdf] [https://drive.google.com/file/d/1qYXTT5mcOtSKSo9bXY6R_lpeID5BnILc/ pdf]
          1. '''Josue Obregon''', '''Aekyung Kim''', and Jae-Yoon Jung*, "RuleCOSI: Combination and Simplification of Production Rules from Boosted Decision Trees for Imbalanced Classification", ''Expert Systems with Applications'', Vol. 126, Jul 2019, pp. 64-82. (SCIE, IF=4.292, __8%(7/84)__, OR/MS) [https://doi.org/10.1016/j.eswa.2019.02.012 link] [https://drive.google.com/file/d/1FwMrNQXNCo_6g0U9O52n47DEN5oURglI/view?usp=sharing pdf]
  • Seminars . . . . 9 matches
          * CSPI: 영석(지난번 특허 초안 검토), 민식(memory 추가), Josue(RuleCOSI 수정 중)
          * 9/14 : 최서현 - RuleCOSI+ for Injection Moudling (J. Obregon et al., 2021)[JMS]
          * 9/21 : 박동현 - RuleCOSI+ (J. Obregon and Jung, 2022)[IF]
          * 박사과정: 최서현(#3, RuleCOSI+), 박동현(RuleCOSI+, IF revision), 한영석(김지민 학위논문/영어논문=>SBS/RS 출고 강화학습 연구계획)
          * Josue: IF (RuleCOSI+) ~May 31, Energy Transformer ~
          * Josue : '''RuleCOSI review, RuleLAT''', Battery SOH, Energy Transformer (0f 지민)
          * 8월: RuleCOSI++ (90%) - '''Josue'''
          * Josue: 1) submission of RuleCOSI++ to ESWA, 2) paper preparation of SIMTech dataset to mfg journal
  • lab . . . . 3 matches
          * RuleCOSI - Josue
          * GitHub for RuleCOSI++
          * RuleCOSI++ -> arXiv -> IEEE TPAMI
  • mbo2019 . . . . 2 matches
          * Extension of RuleCOSI or Rule extraction from LSTM(?)
          * Topics of PhD thesis : RuleCOSI & its Extension (?)
Found 5 matching pages out of 185 total pages


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