논문실적 – 목록
논문실적 – 목록
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논문실적 – 목록
번호제목작성자날짜조회
78[국제학회] Thi-Thu-Huong Le, Jihyun Kim, Howon Kim, “The impact of activation functions applying to recurrent neural network on Intrusion Detection”, MITA 2016, 2016.7 Level 102020-04-0198
176[국내학회] THI-THU-HUONG LE, JIHYUN KIM, HOWON KIM, “CLASSIFICATION PERFORMANCE USING GATED RECURRENT UNIT RECURRENT NEURAL NETWORK ON ENERGY DISAGGREATION”, ICMLC 2016, 2016.7 . Level 102020-04-0189
309[국제학회] Thi-Thu-Huong Le, Jihyun Kim, Howon Kim (Jul 2016), “Classification Performance using Gated Recurrent Unit Recurrent Neural Network on Energy Disaggregation”, In proceeding 2016 International Conference on Machine Learning and Cybernetics (ICMLC) (Rank B3), ISSN: 2160-1348, pp.105-110, DOI: 10.1109/ICMLC.2016.7860885, https://ieeexplore.ieee.org/document/7860885. Level 102023-01-1629
307[국내학회] Thi-Thu-Huong Le, Jihyun Kim, Howon Kim (Jan 2016), “Classification Performance using Gated Recurrent Unit Recurrent Neural Network on Intrusion Detection System”, Korea Institute of Information Security & Cryptology (KIISC). Level 102023-01-1613
310[국제학회] Thi-Thu-Huong Le, Jihyun Kim, Howon Kim (Feb 2017), “An Effective Intrusion Detection Classifier using Long Short-Term Memory with Gradient Descent Optimization”, In Proc. 2017 International Platform Technology and Service (PlatCon), DOI: 10.1109/PlatCon.2017.7883684, pp. 1-6, https://ieeexplore.ieee.org/abstract/document/7883684. Level 102023-01-1626
225[SCI paper] Thi-Thu-Huong Le, Hyoeun Kang, Howon Kim, "Towards Incompressible Laminar Flow Estimation Based on Interpolated Feature Generation and Deep Learning", Sustainability 2022, 14, 11996. https://doi.org/10.3390/su141911996 Level 102022-09-2919
188[SCI paper] Thi-Thu-Huong Le, Hyoeun Kang and Howon Kim, "Household Appliance Classification Using Lower Odd-Numbered Harmonics and the Bagging Decision Tree", IEEE Access, Vol. 8, pp. 55937-55952, March 2020 Level 102020-05-1889
312[국제학회] Thi-Thu-Huong Le, Hyeoun Kang, Howon Kim (Feb 2019), “The Impact of PCA-Scale Improving GRU Performance for Intrusion Detection”, PlatCon2019, IEEE, https://ieeexplore.ieee.org/document/8668960. Level 102023-01-1612
222[SCI paper] Thi-Thu-Huong Le, Haeyoung Kim, Hyoeun Kang, Howon Kim, “Classification and Interpretability for Intrusion Detection System using Ensemble Trees and SHAP Method”, Sensors 2022, 22, 1154. https://doi.org/10.3390/s22031154. Level 102022-07-0450
306[국내학회] Thi-Thu-Huong Le, Dongkeun Cho, Howon Kim, (June 2018), “Stateful LSTM for Classification ON/OFF Event of Household Appliance”, Korean Institutes of Communications and Information Sciences (KICS). Level 102023-01-1611