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Dohee Kim
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2020 – today
- 2024
- [i5]Suyong Park, Duc Giap Nguyen, Jinrak Park, Dohee Kim, Jeong Soo Eo, Kyoungseok Han:
Deep Neural Network NMPC for Computationally Tractable Optimal Power Management of Hybrid Electric Vehicle. CoRR abs/2403.11104 (2024) - 2023
- [j11]Jehyun Park, Jongeun Choi, Sungjae Nah, Dohee Kim:
Distributional and hierarchical reinforcement learning for physical systems with noisy state observations and exogenous perturbations. Eng. Appl. Artif. Intell. 123(Part C): 106465 (2023) - [j10]Sung-Hyun Sim, Dohee Kim, Hyerim Bae:
Correlation Recurrent Units: A Novel Neural Architecture for Improving the Predictive Performance of Time-Series Data. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 14266-14283 (2023) - [c24]Hanbyeol Park, Dohee Kim, Minseop Kim, Mingyu Park, Hyerim Bae, Yunkyung Park:
A novel training mechanism for health indicator construction and remaining useful lifetime (RUL) prediction. IEEE Big Data 2023: 809-818 - [c23]Dohee Kim, Sung-Hyun Sim, Bori Yoon, Ling Liu, Hyerim Bae:
Improving Time-Series Classification Accuracy Based on Temporal Feature Representation Learning Using CRU-LSTM Autoencoder. CogMI 2023: 175-183 - [c22]Dohee Kim, Yujin Baek, Soyoung Yang, Jaegul Choo:
Towards Formality-Aware Neural Machine Translation by Leveraging Context Information. EMNLP (Findings) 2023: 7384-7392 - [c21]Dohee Kim, Ra Yoo, Soyoung Yang, Hee Yang, Jaegul Choo:
AniEE: A Dataset of Animal Experimental Literature for Event Extraction. EMNLP (Findings) 2023: 12959-12971 - [c20]Sung-Hyun Sim, Dohee Kim, Seok Chan Jeong:
Temporal Attention Gate Network With Temporal Decomposition for Improved Prediction Accuracy of Univariate Time-Series Data. ICAIIC 2023: 122-127 - [c19]Dohee Kim, Youngwon Seo, Hongsoon Jang, Hyemin Kang, Gu-Min Jeong, Jeong Soo Eo:
Vehicle-in-the-Loop Experimental Verification of Real-Time Embedded Computation on Microcontroller for Service-Oriented Energy-Optimal Strategies of Intelligent Electric Vehicles. ITSC 2023: 758-763 - [i4]Yujin Kim, Dogyun Park, Dohee Kim, Suhyun Kim:
NaturalInversion: Data-Free Image Synthesis Improving Real-World Consistency. CoRR abs/2306.16661 (2023) - 2022
- [j9]Jung Hyun Choi, Dohee Kim, Jeong Soo Eo, Sehoon Oh:
Energy-Saving Algorithm Considering Cornering Resistance of a Four-Wheel Independent Drive Electric Vehicle With Vehicle-to-Vehicle (V2V) Information. IEEE Access 10: 104398-104407 (2022) - [j8]Joon Kyung Kim, Byung Hoon Ahn, Sean Kinzer, Soroush Ghodrati, Rohan Mahapatra, Brahmendra Reddy Yatham, Shu-Ting Wang, Dohee Kim, Parisa Sarikhani, Babak Mahmoudi, Divya Mahajan, Jongse Park, Hadi Esmaeilzadeh:
Yin-Yang: Programming Abstractions for Cross-Domain Multi-Acceleration. IEEE Micro 42(5): 89-98 (2022) - [j7]Dohee Kim, Jeong Soo Eo, Kwang-Ki K. Kim:
Service-Oriented Real-Time Energy-Optimal Regenerative Braking Strategy for Connected and Autonomous Electrified Vehicles. IEEE Trans. Intell. Transp. Syst. 23(8): 11098-11115 (2022) - [c18]Dohee Kim, Sangsu Jang, Beom Kim, Young-Woo Park:
Design and Field Trial of Lumino in Homes: Supporting Reflective Life by Archiving and Showing Daily Moods with Light Colors. Conference on Designing Interactive Systems 2022: 1715-1728 - [c17]Yujin Kim, Dogyun Park, Dohee Kim, Suhyun Kim:
NaturalInversion: Data-Free Image Synthesis Improving Real-World Consistency. AAAI 2022: 1201-1209 - [c16]Dohee Kim, Hong Gi Shim, Jeong Soo Eo:
A Machine Learning Method for EV Range Prediction with Updates on Route Information and Traffic Conditions. AAAI 2022: 12545-12551 - [c15]Dohee Kim, Hyerim Bae:
TDTA: A New Hybrid Framework for Long-term Forecasting of Container Volume. IEEE Big Data 2022: 6718-6720 - [c14]Hojun Cho, Dohee Kim, Seungwoo Ryu, ChaeHun Park, Hyungjong Noh, Jeong-In Hwang, Minseok Choi, Edward Choi, Jaegul Choo:
Rethinking Style Transformer with Energy-based Interpretation: Adversarial Unsupervised Style Transfer using a Pretrained Model. EMNLP 2022: 5452-5467 - [c13]Jung Hyun Choi, Dohee Kim, Jeong Soo Eo, Kanghyun Nam, Zejiang Wang, Junmin Wang, Sehoon Oh:
Coordinated Steering Angle and Yaw Moment Distribution to Increase Vehicle Regenerative Energy in Autonomous Driving. ITSC 2022: 3083-3088 - [c12]Jinwoo Hwang, Minsu Kim, Daeun Kim, Seungho Nam, Yoonsung Kim, Dohee Kim, Hardik Sharma, Jongse Park:
CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video Analytics. USENIX Annual Technical Conference 2022: 707-722 - [i3]Jinwoo Hwang, Minsu Kim, Daeun Kim, Seungho Nam, Yoonsung Kim, Dohee Kim, Hardik Sharma, Jongse Park:
CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video Analytics. CoRR abs/2207.00588 (2022) - [i2]Sung-Hyun Sim, Dohee Kim, Hyerim Bae:
CRU: A Novel Neural Architecture for Improving the Predictive Performance of Time-Series Data. CoRR abs/2211.16653 (2022) - 2021
- [j6]Dohee Kim, Jeong Soo Eo, Kwang-Ki K. Kim:
Parameterized Energy-Optimal Regenerative Braking Strategy for Connected and Autonomous Electrified Vehicles: A Real-Time Dynamic Programming Approach. IEEE Access 9: 103167-103183 (2021) - [i1]Dohee Kim, Jeong Soo Eo, Kwang-Ki K. Kim:
Parameterized Energy-Optimal Regenerative Braking Strategy for Connected and Autonomous Electrified Vehicles: A Real-Time Dynamic Programming Approach. CoRR abs/2102.07326 (2021) - 2020
- [j5]Jinsung Kim, Hoonhee Kim, Jinwoo Bae, Dohee Kim, Jeong Soo Eo, Kwang-Ki K. Kim:
Economic Nonlinear Predictive Control for Real-Time Optimal Energy Management of Parallel Hybrid Electric Vehicles. IEEE Access 8: 177896-177920 (2020) - [c11]Yulim Choi, Hyeonho Kwun, Dohee Kim, Eunjoo Lee, Hyerim Bae:
Method of Predictive Maintenance for Induction Furnace Based on Neural Network. BigComp 2020: 609-612 - [c10]Dohee Kim, Jeong Soo Eo, Kwang-Ki K. Kim:
Energy-Optimal Regenerative Braking Strategy for Connected and Autonomous Electrified Vehicles: A Practical Design and Implementation for Real-World Commercial PHEVs. ITSC 2020: 1-6 - [c9]Chanyoung Oh, Gunju Park, Sumin Kim, Dohee Kim, Youngmin Yi:
Towards Real-time CNN Inference from a Video Stream on a Mobile GPU (WiP Paper). LCTES 2020: 136-140
2010 – 2019
- 2017
- [j4]Dohee Kim, Hyokyung Bahn:
Exploiting write-only-once characteristics of file data in smartphone buffer cache management. Pervasive Mob. Comput. 40: 528-540 (2017) - 2016
- [j3]Nam-Chul Cho, Seoung-Hwan Seo, Dohee Kim, Ji-Sun Shin, Jeongmin Ju, Jihye Seong, Seon Hee Seo, Iiyoun Lee, Kyung-Tae Lee, Yun Kyung Kim, Kyoung Tai No, Ae Nim Pae:
Pharmacophore-based virtual screening, biological evaluation and binding mode analysis of a novel protease-activated receptor 2 antagonist. J. Comput. Aided Mol. Des. 30(8): 625-637 (2016) - [j2]Dohee Kim, Soyoon Lee, Hyokyung Bahn:
An Adaptive Location Detection scheme for energy-efficiency of smartphones. Pervasive Mob. Comput. 31: 67-78 (2016) - [c8]Dohee Kim, Soyoon Lee, Hyokyung Bahn:
An Energy-Efficient Positioning Scheme for Location-Based Services in a Smartphone. RTCSA 2016: 139-148 - 2015
- [c7]Dohee Kim:
Robust adaptive fuzzy output feedback control strategy for uncertain perturbed nonlinear system. CCA 2015: 101-106 - 2013
- [j1]Dohee Kim, Eunji Lee, Sungyong Ahn, Hyokyung Bahn:
Improving the storage performance of smartphones through journaling in non-volatile memory. IEEE Trans. Consumer Electron. 59(3): 556-561 (2013) - [c6]Dohee Kim:
Robust adaptive fuzzy disturbance accommodation control for a class of uncertain nonlinear system. CDC 2013: 7516-7521 - 2012
- [c5]Dohee Kim, Huyen T. Dinh, William MacKunis, Norman G. Fitz-Coy, Warren E. Dixon:
A recurrent neural network (RNN)-based attitude control method for a VSCMG-actuated satellite. ACC 2012: 944-949 - [c4]Huyen T. Dinh, Shubhendu Bhasin, Dohee Kim, Warren E. Dixon:
Dynamic neural network-based global output feedback tracking control for uncertain second-order nonlinear systems. ACC 2012: 6418-6423 - 2011
- [c3]Dohee Kim, Frederick A. Leve, Norman G. Fitz-Coy, Warren E. Dixon:
Adaptive attitude control for a small satellite with integrated singularity avoidance and momentum management. ACC 2011: 1015-1020 - [c2]Dohee Kim, H. Chung, Shubhendu Bhasin, Warren E. Dixon:
Robust composite adaptive fuzzy identification and control for a class of MIMO nonlinear systems. ACC 2011: 4947-4952
2000 – 2009
- 2009
- [c1]Dohee Kim, William MacKunis, Norman G. Fitz-Coy, Warren E. Dixon:
Precision IPACS in the presence of dynamic uncertainty. CDC 2009: 5959-5964
Coauthor Index
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