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 | 김 호원 | 2020-04-01 | 98 |
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 . | 김 호원 | 2020-04-01 | 89 |
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. | 김 호원 | 2023-01-16 | 29 |
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). | 김 호원 | 2023-01-16 | 13 |
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. | 김 호원 | 2023-01-16 | 26 |
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 | 김 호원 | 2022-09-29 | 19 |
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 | 김 호원 | 2020-05-18 | 89 |
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. | 김 호원 | 2023-01-16 | 12 |
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. | 김 호원 | 2022-07-04 | 50 |
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). | 김 호원 | 2023-01-16 | 11 |