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Youngwook Kim

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2020 – today

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2024
[j29]
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Youngwook Kim, Sehwan Kim, Youngmin Ro, Jungwoo Lee:
Instance-Dependent Multilabel Noise Generation for Multilabel Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 17087-17098 (2024)
[j28]
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Youngwook Kim, Jehyeong Yun, Joungil Yun, Sangwoon Kwak, Insung Ihm:
Ray tracing-based construction of 3D background model for real-time stereoscopic rendering of live immersive video. Virtual Real. 28(1): 17 (2024)
[c35]
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Hyeseon Ahn, Youngwook Kim, Jungin Kim, Yo-Sub Han:
SharedCon: Implicit Hate Speech Detection using Shared Semantics. ACL (Findings) 2024: 10444-10455
[c34]
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Youngwook Kim, Jong-Moon Chung:
Analysis of H.266 Versatile Video Coding Streaming and Decoding for XR & HDR on Smartphones. ICCE 2024: 1-2
[c33]
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Youngwook Kim, Abdalla S. Abdelhamid, Maidina Zhumabieke, Ji-Hyung Park:
Measuring Surface Soil Moisture, Water Properties, and Greenhouse Gas Fluxes in the UAE Dryland Ecosystems. IGARSS 2024: 5028-5031
[c32]
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Jiyeon Choi, Eugene Lee, Youngwook Kim:
Drone Detection Using Velocity Estimation on Range-Doppler Diagrams. IGARSS 2024: 8163-8166
2023
[j27]
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Kellen Donahue, John S. Kimball, Jinyang Du, Fredrick Bunt, Andreas Colliander, Mahta Moghaddam, Jesse Johnson, Youngwook Kim, Michael A. Rawlins:
Deep learning estimation of northern hemisphere soil freeze-thaw dynamics using satellite multi-frequency microwave brightness temperature observations. Frontiers Big Data 6 (2023)
[j26]
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Jaewook Jung, Jungsuk Baik, Youngwook Kim, Hea-Sook Park, Jong-Moon Chung:
OTOP: Optimized Transmission Power Controlled OBSS PD-Based Spatial Reuse for High Throughput in IEEE 802.11be WLANs. IEEE Internet Things J. 10(19): 17110-17123 (2023)
[j25]
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Lovedeep Singh, Sungjin You, Byung Jang Jeong, Chiwan Koo, Youngwook Kim:
Remote Estimation of Blood Pressure Using Millimeter-Wave Frequency-Modulated Continuous-Wave Radar. Sensors 23(14): 6517 (2023)
[c31]
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Youngwook Kim, Jae-Myung Kim, Jieun Jeong, Cordelia Schmid, Zeynep Akata, Jungwoo Lee:
Bridging the Gap Between Model Explanations in Partially Annotated Multi-Label Classification. CVPR 2023: 3408-3417
[c30]
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Shinwoo Park, Youngwook Kim, Yo-Sub Han:
Contrastive Learning with Keyword-based Data Augmentation for Code Search and Code Question Answering. EACL 2023: 3591-3601
[c29]
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Youngwook Kim, Shinwoo Park, Youngsoo Namgoong, Yo-Sub Han:
ConPrompt: Pre-training a Language Model with Machine-Generated Data for Implicit Hate Speech Detection. EMNLP (Findings) 2023: 10964-10980
[c28]
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Su-Hyeon Kim, Youngwook Kim, Yo-Sub Han, Hyeonseung Im, Sang-Ki Ko:
Automated Grading of Regular Expressions. ESOP 2023: 90-112
[c27]
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Junetae Kim, Kyoungsuk Park, Hanseok Jeong, Youngwook Kim, Jeongseon Kim, Sun-Young Kim:
SurProGenes: Survival Risk-Ordered Representation of Cancer Patients and Genes for the Identification of Prognostic Genes. ICML 2023: 16771-16786
[c26]
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John S. Kimball, Kellen Donahue, Jinyang Du, Andreas Colliander, Youngwook Kim:
Deep Learning Estimation of Northern Hemisphere Soil Freeze/Thaw Dynamics Using Smap and Amsr2 Brightness Temperatures. IGARSS 2023: 83-86
[c25]
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Youngwook Kim, Ji-Hyung Park, Jinyang Du:
Monitoring Surface Water Content and Biogeochemical Responses In The Area Surrounding River Mouths Using Multi-Source Satellite Remote Sensing. IGARSS 2023: 3742-3744
[i5]
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Youngwook Kim, Jae-Myung Kim, Jieun Jeong, Cordelia Schmid, Zeynep Akata, Jungwoo Lee:
Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification. CoRR abs/2304.01804 (2023)
2022
[j24]
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Donggyu Lee, Hyeongmin Park, Taesup Moon, Youngwook Kim:
Continual Learning of Micro-Doppler Signature-Based Human Activity Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022)
[j23]
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Yingnan Qi, Hyoun-Joong Kong, Youngwook Kim:
Estimation of Urine Flow Velocity Using Millimeter-Wave FMCW Radar. Sensors 22(23): 9402 (2022)
[c24]
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Beong-woo Kwak, Youngwook Kim, Yu Jin Kim, Seung-won Hwang, Jinyoung Yeo:
TrustAL: Trustworthy Active Learning Using Knowledge Distillation. AAAI 2022: 7263-7271
[c23]
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Minju Kim, Beong-woo Kwak, Youngwook Kim, Hong-in Lee, Seung-won Hwang, Jinyoung Yeo:
Dual Task Framework for Improving Persona-Grounded Dialogue Dataset. AAAI 2022: 10912-10920
[c22]
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Youngwook Kim, Shinwoo Park, Yo-Sub Han:
Generalizable Implicit Hate Speech Detection Using Contrastive Learning. COLING 2022: 6667-6679
[c21]
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Youngwook Kim, Jae-Myung Kim, Zeynep Akata, Jungwoo Lee:
Large Loss Matters in Weakly Supervised Multi-Label Classification. CVPR 2022: 14136-14145
[c20]
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Yu Jin Kim, Beong-woo Kwak, Youngwook Kim, Reinald Kim Amplayo, Seung-won Hwang, Jinyoung Yeo:
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning. NAACL-HLT 2022: 2244-2257
[i4]
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Beong-woo Kwak, Youngwook Kim, Yu Jin Kim, Seung-won Hwang, Jinyoung Yeo:
TrustAL: Trustworthy Active Learning using Knowledge Distillation. CoRR abs/2201.11661 (2022)
[i3]
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Minju Kim, Beong-woo Kwak, Youngwook Kim, Hong-in Lee, Seung-won Hwang, Jinyoung Yeo:
Dual Task Framework for Improving Persona-grounded Dialogue Dataset. CoRR abs/2202.05435 (2022)
[i2]
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  - journals/corr/abs-2206-03715
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Yu Jin Kim, Beong-woo Kwak, Youngwook Kim, Reinald Kim Amplayo, Seung-won Hwang, Jinyoung Yeo:
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning. CoRR abs/2206.03715 (2022)
[i1]
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Youngwook Kim, Jae-Myung Kim, Zeynep Akata, Jungwoo Lee:
Large Loss Matters in Weakly Supervised Multi-Label Classification. CoRR abs/2206.03740 (2022)
2021
[j22]
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Ibrahim Alnujaim, Shobha Sundar Ram, Daegun Oh, Youngwook Kim:
Synthesis of Micro-Doppler Signatures of Human Activities From Different Aspect Angles Using Generative Adversarial Networks. IEEE Access 9: 46422-46429 (2021)
[j21]
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Youngwook Kim, Ibrahim Alnujaim, Sungjin You, Byung Jang Jeong:
Human Detection Based on Time-Varying Signature on Range-Doppler Diagram Using Deep Neural Networks. IEEE Geosci. Remote. Sens. Lett. 18(3): 426-430 (2021)
[c19]
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Ibrahim Alnujaim, Youngwook Kim:
Application of Conditional Generative Adversarial Networks for Generation of Micro-Doppler Signatures of Different Aspect Angles. IGARSS 2021: 5056-5058
[c18]
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Youngwook Kim, John S. Kimball, Nicholas C. Parazoo, Xiaolan Xu, Roy Scott Dunbar, Andreas Colliander, Rolf Reichle:
Monitoring ECO-Hydrological Spring Onset Over Alaska and Northern Canada with Complementary Satellite Remote Sensing Data. IGARSS 2021: 6363-6366
[c17]
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Youngwook Kim, Yunmin Ko, Insung Ihm:
Selective Foveated Ray Tracing for Head-Mounted Displays. ISMAR 2021: 413-421
[c16]
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Jaesuk Lee, Youngwook Kim, Jehyeong Yun, Joungil Yun, Won-Sik Cheong, Insung Ihm:
Disocclusion-Reducing Geometry for Multiple RGB-D Video Streams. VR Workshops 2021: 603-604
2020
[j20]
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Manroop Turna, Yang Li, Youngwook Kim:
Estimation of Diaper Condition Based on Antenna Impedance Variation Through Rational Function Approximation. IEEE Access 8: 2441-2446 (2020)
[j19]
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Ibrahim Alnujaim, Daegun Oh, Youngwook Kim:
Generative Adversarial Networks for Classification of Micro-Doppler Signatures of Human Activity. IEEE Geosci. Remote. Sens. Lett. 17(3): 396-400 (2020)
[j18]
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Esther Rheinbay, Morten Muhlig Nielsen, Federico Abascal, Jeremiah Wala, Ofer Shapira, Grace Tiao, Henrik Hornshøj, Julian M. Hess, Randi Istrup Juul, Ziao Lin, Lars Feuerbach, Radhakrishnan Sabarinathan, Tobias Madsen, Jaegil Kim, Loris Mularoni, Shimin Shuai, Andrés Lanzós, Carl Herrmann, Yosef E. Maruvka, Ciyue Shen, Samirkumar B. Amin, Pratiti Bandopadhayay, Johanna Bertl, Keith A. Boroevich, John Busanovich, Joana Carlevaro-Fita, Dimple Chakravarty, Calvin Wing Yiu Chan, David Craft, Priyanka Dhingra, Klev Diamanti, Nuno A. Fonseca, Abel Gonzalez-Perez, Qianyun Guo, Mark P. Hamilton, Nicholas J. Haradhvala, Chen Hong, Keren Isaev, Todd A. Johnson, Malene Juul, André Kahles, Abdullah Kahraman, Youngwook Kim, Jan Komorowski, Kiran Kumar, Sushant Kumar, Donghoon Lee, Kjong-Van Lehmann, Yilong Li, Eric Minwei Liu, Lucas Lochovsky, Keunchil Park, Oriol Pich, Nicola D. Roberts, Gordon Saksena, Steven E. Schumacher, Nikos Sidiropoulos, Lina Sieverling, Nasa Sinnott-Armstrong, Chip Stewart, David Tamborero, Jose M. C. Tubio, Husen M. Umer, Liis Uusküla-Reimand, Claes Wadelius, Lina Wadi, Xiaotong Yao, Cheng-Zhong Zhang, Jing Zhang, James E. Haber, Asger Hobolth, Marcin Imielinski, Manolis Kellis, Michael S. Lawrence, Christian von Mering, Hidewaki Nakagawa, Benjamin J. Raphael, Mark A. Rubin, Chris Sander, Lincoln D. Stein, Joshua M. Stuart, Tatsuhiko Tsunoda, David A. Wheeler, Rory Johnson, Jüri Reimand, Mark Gerstein, Ekta Khurana, Peter J. Campbell, Núria López-Bigas, Gary D. Bader, Jonathan Barenboim, Rameen Beroukhim, Søren Brunak, Ken Chen, Jung Kyoon Choi, Jordi Deu-Pons, J. Lynn Fink, Joan Frigola, Carlo Gambacorti Passerini, Dale W. Garsed, Gad Getz, Ivo Glynne Gut, David Haan, Arif Ozgun Harmanci, Mohamed Helmy, Ermin Hodzic, José M. G. Izarzugaza, Jong K. Kim, Jan O. Korbel, Erik Larsson, Shantao Li, Xiaotong Li, Shaoke Lou, Kathleen Marchal, Iñigo Martincorena, Alexander Martínez-Fundichely, Patrick D. McGillivray, William Meyerson, Ferran Muiños, Marta Paczkowska, Kiejung Park, Jakob Skou Pedersen, Tirso Pons, Sergio Pulido-Tamayo, Iker Reyes-Salazar, Matthew A. Reyna, Carlota Rubio-Perez, Süleyman Cenk Sahinalp, Leonidas Salichos, Mark Shackleton, Raunak Shrestha, Alfonso Valencia, Miguel Vazquez, Lieven P. C. Verbeke, Jiayin Wang, Jonathan Warrell, Sebastian M. Waszak, Joachim Weischenfeldt, Guanming Wu, Jun Yu, Xuanping Zhang, Yan Zhang, Zhongming Zhao, Lihua Zou, Kadir C. Akdemir, Eva G. Alvarez, Adrian Baez-Ortega, Paul C. Boutros, David D. L. Bowtell, Benedikt Brors, Kathleen H. Burns, Kin Chan, Isidro Cortés-Ciriano, Ana Dueso-Barroso, Andrew J. Dunford, Paul A. Edwards, Xavier Estivill, Dariush Etemadmoghadam, Milana Frenkel-Morgenstern, Dmitry A. Gordenin, Barbara Hutter, David T. W. Jones, Young Seok Ju, Marat D. Kazanov, Leszek J. Klimczak, Youngil Koh, Eunjung Alice Lee, Jake June-Koo Lee, Andy G. Lynch, Geoff MacIntyre, Florian Markowetz, Matthew Meyerson, Satoru Miyano, Fabio C. P. Navarro, Stephan Ossowski, Peter J. Park, John V. Pearson, Montserrat Puiggròs, Karsten Rippe, Steven A. Roberts, Bernardo Rodriguez-Martin, Ralph Scully, David Torrents, Izar Villasante, Nicola Waddell, Jeremiah A. Wala, Lixing Yang, Sung-Soo Yoon, Jorge Zamora:
Analyses of non-coding somatic drivers in 2,658 cancer whole genomes. Nat. 578(7793): 102-111 (2020)
[c15]
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Youngwook Kim, Ibrahim Alnujaim, Sungjin You, Byung Jang Jeong:
Human Detection with Range-Doppler Signatures Using 3D Convolutional Neural Networks. IGARSS 2020: 2440-2442
[c14]
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Youngwook Kim, Hotaek Park, John S. Kimball, Andreas Colliander, Jesse Johnson:
Estimating Global Evapotranspiration Using Smap Surface and Root-Zone Moisture Content. IGARSS 2020: 4707-4710

2010 – 2019

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2019
[j17]
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Youngwook Kim, John S. Kimball, Xiaolan Xu, Roy Scott Dunbar, Andreas Colliander, Chris Derksen:
Global Assessment of the SMAP Freeze/Thaw Data Record and Regional Applications for Detecting Spring Onset and Frost Events. Remote. Sens. 11(11): 1317 (2019)
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Jinyang Du, Jennifer D. Watts, Lingmei Jiang, Hui Lu, Xiao Cheng, Claude R. Duguay, Mary Farina, Yubao Qiu, Youngwook Kim, John S. Kimball, Paolo Tarolli:
Remote Sensing of Environmental Changes in Cold Regions: Methods, Achievements and Challenges. Remote. Sens. 11(16): 1952 (2019)
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Ibrahim Alnujaim, Daegun Oh, Youngwook Kim:
Generative Adversarial Networks to Augment Micro-Doppler Signatures for the Classification of Human Activity. IGARSS 2019: 9459-9461
2018
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Jinyang Du, John S. Kimball, Rolf Reichle, Lucas A. Jones, Jennifer D. Watts, Youngwook Kim:
Global Satellite Retrievals of the Near-Surface Atmospheric Vapor Pressure Deficit from AMSR-E and AMSR2. Remote. Sens. 10(8): 1175 (2018)
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Hovannes Kulhandjian, Michel Kulhandjian, Youngwook Kim, Claude D'Amours:
2-D DOA Estimation of Coherent Wideband Signals with Auxiliary-Vector Basis. ICC Workshops 2018: 1-6
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Xiaolan Xu, Youngwook Kim, John S. Kimball, Chris Derksen, Roy Scott Dunbar, Andreas Colliander:
Global Freeze/Thaw Product from L-Band Radiometer Data. IGARSS 2018: 3762-3764
2017
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Xiaolan Xu, Chris Derksen, Roy Scott Dunbar, Andreas Colliander, John S. Kimball, Youngwook Kim:
Landscape freeze/thaw standerd and enhanced products from soil moisture active/passive (SMAP) radiometer data. IGARSS 2017: 2550-2553
2016
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Youngwook Kim, Songita Choudhury, Hyoun-Joong Kong:
Application of Micro-Doppler Signatures for Estimation of Total Energy Expenditure in Humans for Walking/Running Activities. IEEE Access 4: 1560-1569 (2016)
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Youngwook Kim, Brian Toomajian:
Hand Gesture Recognition Using Micro-Doppler Signatures With Convolutional Neural Network. IEEE Access 4: 7125-7130 (2016)
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Youngwook Kim, Taesup Moon:
Human Detection and Activity Classification Based on Micro-Doppler Signatures Using Deep Convolutional Neural Networks. IEEE Geosci. Remote. Sens. Lett. 13(1): 8-12 (2016)
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Jinhee Park, Rios Jesus Javier, Taesup Moon, Youngwook Kim:
Micro-Doppler Based Classification of Human Aquatic Activities via Transfer Learning of Convolutional Neural Networks. Sensors 16(12): 1990 (2016)
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Youngwook Kim, Woong Seo, Yongho Kim, Yeongkyu Lim, Jae-Ho Nah, Insung Ihm:
Adaptive undersampling for efficient mobile ray tracing. Vis. Comput. 32(6-8): 801-811 (2016)
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Xiaolan Xu, Roy Scott Dunbar, Chris Derksen, Andreas Colliander, John S. Kimball, Youngwook Kim:
Landscape freeze/thaw products from Soil Moisture Active/Passive (SMAP) radar and radiometer data. IGARSS 2016: 132-135
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Gowtham Kuppudurai, Kyu-young Hwang, Hyeon-gyu Park, Youngwook Kim:
Application of digital elevation model for estimation of airborne platform with data fusion. IGARSS 2016: 2560-2561
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Insung Ihm, Youngwook Kim, Jaehyun Lee, Jiman Jeong, Ingu Park:
Low-Cost Depth Camera Pose Tracking for Mobile Platforms. ISMAR Adjunct 2016: 123-126
2015
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Youngwook Kim, Sungjae Ha, Jihoon Kwon:
Human Detection Using Doppler Radar Based on Physical Characteristics of Targets. IEEE Geosci. Remote. Sens. Lett. 12(2): 289-293 (2015)
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Youngwook Kim, Satbir S. Sekhon:
Detection of Moving Target and Localization of Clutter Using Doppler Radar on Mobile Platform. IEEE Geosci. Remote. Sens. Lett. 12(5): 1156-1160 (2015)
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Wenjiang Zhang, Yonghong Yi, John S. Kimball, Youngwook Kim, Kechao Song:
Climatic Controls on Spring Onset of the Tibetan Plateau Grasslands from 1982 to 2008. Remote. Sens. 7(12): 16607-16622 (2015)
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Seongbae Kong, Youngwook Kim, Rakkyung Ko, Sung-Kwan Joo:
Home appliance load disaggregation using cepstrum-smoothing-based method. IEEE Trans. Consumer Electron. 61(1): 24-30 (2015)
2014
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Rios Jesus Javier, Youngwook Kim:
Application of Linear Predictive Coding for Human Activity Classification Based on Micro-Doppler Signatures. IEEE Geosci. Remote. Sens. Lett. 11(10): 1831-1834 (2014)
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Seongbae Kong, Youngwook Kim, Sung-Kwan Joo, Jin Hak Kim:
Cepstrum smoothing-based feature extraction method for electric loads disaggregation. ICCE 2014: 290-291
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Youngwook Kim, Seongbae Kong, Rakkyung Ko, Sung-Kwan Joo:
Electrical event identification technique for monitoring home appliance load using load signatures. ICCE 2014: 296-297
2011
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Youngwook Kim, John S. Kimball, Kyle McDonald, Joseph Glassy:
Developing a Global Data Record of Daily Landscape Freeze/Thaw Status Using Satellite Passive Microwave Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 49(3): 949-960 (2011)
2010
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Shobha Sundar Ram, Craig Christianson, Youngwook Kim, Hao Ling:
Simulation and Analysis of Human Micro-Dopplers in Through-Wall Environments. IEEE Trans. Geosci. Remote. Sens. 48(4-2): 2015-2023 (2010)
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Youngwook Kim, Kee-Eung Kim:
Point-Based Bounded Policy Iteration for Decentralized POMDPs. PRICAI 2010: 614-619

2000 – 2009

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2009
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Youngwook Kim, Hao Ling:
Human Activity Classification Based on Micro-Doppler Signatures Using a Support Vector Machine. IEEE Trans. Geosci. Remote. Sens. 47(5): 1328-1337 (2009)
2008
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Youngwook Kim, Hyoung-Kyu Lim, Saewoong Bahk:
Complementing Security Breach of Authentication by Using Shared Authentication Information in Mobile WiMAX Networks. IEICE Trans. Commun. 91-B(8): 2728-2730 (2008)
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Youngwook Kim, Hyoung-Kyu Lim, Saewoong Bahk:
Shared Authentication Information for Preventing DDoS attacks in Mobile WiMAX Networks. CCNC 2008: 765-769
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Youngwook Kim, Saewoong Bahk:
Enhancing Security Using the Discarded Security Information in Mobile WiMAX Networks. GLOBECOM 2008: 2046-2050
2002
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Youngwook Kim, Saewoong Bahk:
Mobility and its impact on the performance of hierarchical multicast retransmission. ICC 2002: 2029-2035

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