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Junho Song

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2020 – today

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2024
[j24]
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Jinyoung Jeong, Taehyun Park, Junho Song, Seungpyo Kang, Joonghee Won, Jungim Han, Kyoungmin Min:
Integrating Data Mining and Natural Language Processing to Construct a Melting Point Database for Organometallic Compounds. J. Chem. Inf. Model. 64(19): 7432-7446 (2024)
[j23]
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Ziqi Wang, Junho Song, Marco Broccardo:
Probabilistic Performance-Pattern Decomposition (PPPD): Analysis framework and applications to stochastic mechanical systems. Reliab. Eng. Syst. Saf. 252: 110459 (2024)
[c16]
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Kiyoung Choi, Junho Song, Wonbum Yun, Deokjin Lee, Sehoon Oh:
Identification of Flexible Joint Robot Inertia Matrix Using Frequency Response Analysis. ISIE 2024: 1-4
[c15]
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Minsu Kim, Woojoong Jung, Hyunjun Park, Junho Song, Youngkook Ahn, Taekyu Nam, Yoonsoo Shin, Young-Jin Woo, Hyung-Min Lee:
8.9 A 96.5% Peak Efficiency Duty-Independent DC-DC Step-Up Converter with Low Input-Level Voltage Stress and Mode-Adaptive Inductor Current Reduction. ISSCC 2024: 160-162
[i4]
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Junho Song, Jong-Hwan Jang, Byeong Tak Lee, Dong-gyun Hong, Joon-Myoung Kwon, Yong-Yeon Jo:
Foundation Models for Electrocardiograms. CoRR abs/2407.07110 (2024)
2023
[j22]
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Seungmin Yoo, Junho Song:
Rapid prediction of wildfire spread using ensemble Kalman filter and polyline simplification. Environ. Model. Softw. 160: 105610 (2023)
[j21]
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Dongkyu Lee, Junho Song:
Risk-informed operation and maintenance of complex lifeline systems using parallelized multi-agent deep Q-network. Reliab. Eng. Syst. Saf. 239: 109512 (2023)
[c14]
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Kyoungchan Seo, Junho Song, Jong-Mann Kim, Jegyung Son:
An Analysis of CFAR Thresholds and Scale Factors with Window Effects in Pulse Compression. ICTC 2023: 1479-1482
[c13]
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Junho Song, Keonwoo Kim, Jeonglyul Oh, Sungzoon Cho:
MEMTO: Memory-guided Transformer for Multivariate Time Series Anomaly Detection. NeurIPS 2023
[i3]
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  - journals/corr/abs-2312-02530
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Junho Song, Keonwoo Kim, Jeonglyul Oh, Sungzoon Cho:
MEMTO: Memory-guided Transformer for Multivariate Time Series Anomaly Detection. CoRR abs/2312.02530 (2023)
2022
[j20]
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Chaochao Lin, Junho Song, Matteo Pozzi:
Optimal inspection of binary systems via Value of Information analysis. Reliab. Eng. Syst. Saf. 217: 107944 (2022)
[c12]
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Junho Song, Jiwon Son, Dong-Hyuk Seo, Kyungsik Han, Namhyuk Kim, Sang-Wook Kim:
ST-GAT: A Spatio-Temporal Graph Attention Network for Accurate Traffic Speed Prediction. CIKM 2022: 4500-4504
[c11]
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Namhyuk Kim, Junho Song, Siyoung Lee, Jaewon Choe, Kyungsik Han, Sunghwan Park, Sang-Wook Kim:
APOTS: A Model for Adversarial Prediction of Traffic Speed. ICDE 2022: 3353-3359
[c10]
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Junho Song, Minsu Kim, Hyung-Min Lee:
A Three-Level Boost Converter With Peak Current Mode Control for Flying Capacitor Self-Balancing. ISOCC 2022: 300-301
[c9]
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Junho Song, Kyungsik Han, Sang-Wook Kim:
"I Have No Text in My Post": Using Visual Hints to Model User Emotions in Social Media. WWW 2022: 2888-2896
2021
[j19]
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Yuyeong Kwak, Junho Song, Hongchul Lee:
Neural network with fixed noise for index-tracking portfolio optimization. Expert Syst. Appl. 183: 115298 (2021)
[j18]
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Ji-Eun Byun, Junho Song:
Generalized matrix-based Bayesian network for multi-state systems. Reliab. Eng. Syst. Saf. 211: 107468 (2021)
[j17]
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Ji-Eun Byun, Junho Song:
A general framework of Bayesian network for system reliability analysis using junction tree. Reliab. Eng. Syst. Saf. 216: 107952 (2021)
[j16]
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Junho Song, Yonggu Lee, Euiseok Hwang:
Time-Frequency Mask Estimation Based on Deep Neural Network for Flexible Load Disaggregation in Buildings. IEEE Trans. Smart Grid 12(4): 3242-3251 (2021)
[i2]
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Chaochao Lin, Junho Song, Matteo Pozzi:
Optimal Inspection of Network Systems via Value of Information Analysis. CoRR abs/2106.04988 (2021)
2020
[j15]
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Ji-Eun Byun, Junho Song:
Efficient probabilistic multi-objective optimization of complex systems using matrix-based Bayesian network. Reliab. Eng. Syst. Saf. 200: 106899 (2020)
[c8]
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Junho Song, Hyekyoung Park, Kyungsik Han, Sang-Wook Kim:
Do You Really Like Her Post?: Network-Based Analysis for Understanding Like Activities in SNS. CIKM 2020: 2221-2224
[c7]
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Junho Song, Kyungsik Han, Dongwon Lee, Sang-Wook Kim:
Understanding emotions in SNS images from posters' perspectives. SAC 2020: 450-457
[i1]
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  - journals/corr/abs-2003-02205
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Ziqi Wang, Marco Broccardo, Junho Song:
Probabilistic Performance-Pattern Decomposition (PPPD): analysis framework and applications to stochastic mechanical systems. CoRR abs/2003.02205 (2020)

2010 – 2019

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2019
[j14]
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Taeyong Kim, Oh-Sung Kwon, Junho Song:
Response prediction of nonlinear hysteretic systems by deep neural networks. Neural Networks 111: 1-10 (2019)
[j13]
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Ji-Eun Byun, Kilian Zwirglmaier, Daniel Straub, Junho Song:
Matrix-based Bayesian Network for efficient memory storage and flexible inference. Reliab. Eng. Syst. Saf. 185: 533-545 (2019)
[c6]
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Junho Song, Younggu Lee, Euiseok Hwang:
Adaptive Compressive Sensing based Data Compression on Energy Consumption in Smart Grid. ICTC 2019: 568-570
2018
[j12]
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Taeyong Kim, Junho Song:
Generalized Reliability Importance Measure (GRIM) using Gaussian mixture. Reliab. Eng. Syst. Saf. 173: 105-115 (2018)
[j11]
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Sang-ri Yi, Junho Song:
Particle Filter Based Monitoring and Prediction of Spatiotemporal Corrosion Using Successive Measurements of Structural Responses. Sensors 18(11): 3909 (2018)
[c5]
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Junho Song, Euiseok Hwang:
Hybrid Day-ahead Load Forecasting with Atypical Residue based Gaussian Process Regression. e-Energy 2018: 631-634
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Hyekyoung Park, Junho Song, Kyungsik Han, Sang-Wook Kim:
I Like Your Tagged Photos, But Do We Know Each Other?: Analyzing the Role of Tags in Like Networks. ICWS 2018: 335-338
[c3]
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Junho Song, Sungchae Lim, Sang-Wook Kim:
A novel join technique for similar-trend searches supporting normalization on time-series databases. SAC 2018: 481-486
[c2]
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Kyungsik Han, Yonggeol Jo, Youngseung Jeon, Bogoan Kim, Junho Song, Sang-Wook Kim:
Photos Don't Have Me, But How Do You Know Me?: Analyzing and Predicting Users on Instagram. UMAP (Adjunct Publication) 2018: 251-256
2017
[j10]
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Raphael E. Stern, Junho Song, Daniel B. Work:
Accelerated Monte Carlo system reliability analysis through machine-learning-based surrogate models of network connectivity. Reliab. Eng. Syst. Saf. 164: 1-9 (2017)
[j9]
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Ji-Eun Byun, Hee-Min Noh, Junho Song:
Reliability growth analysis of k-out-of-N systems using matrix-based system reliability method. Reliab. Eng. Syst. Saf. 165: 410-421 (2017)
2016
[j8]
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Robin E. Kim, Kirill Mechitov, Sung-Han Sim, Billie F. Spencer, Junho Song:
Probabilistic Assessment of High-Throughput Wireless Sensor Networks. Sensors 16(6): 792 (2016)
2013
[j7]
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Dong-Seok Kim, Seung-Yong Ok, Junho Song, Hyun-Moo Koh:
System reliability analysis using dominant failure modes identified by selective searching technique. Reliab. Eng. Syst. Saf. 119: 316-331 (2013)
2012
[j6]
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Young-Joo Lee, Junho Song:
Finite-element-based system reliability analysis of fatigue-induced sequential failures. Reliab. Eng. Syst. Saf. 108: 131-141 (2012)
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Junho Song, Aki Pulkkinen, Yuexi Huang, Kullervo Hynynen:
Investigation of Standing-Wave Formation in a Human Skull for a Clinical Prototype of a Large-Aperture, Transcranial MR-Guided Focused Ultrasound (MRgFUS) Phased Array: An Experimental and Simulation Study. IEEE Trans. Biomed. Eng. 59(2): 435-444 (2012)
2010
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Junho Song, Kullervo Hynynen:
Feasibility of Using Lateral Mode Coupling Method for a Large Scale Ultrasound Phased Array for Noninvasive Transcranial Therapy. IEEE Trans. Biomed. Eng. 57(1): 124-133 (2010)

2000 – 2009

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2008
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Armen Der Kiureghian, Junho Song:
Multi-scale reliability analysis and updating of complex systems by use of linear programming. Reliab. Eng. Syst. Saf. 93(2): 288-297 (2008)
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Won-Hee Kang, Junho Song, Paolo Gardoni:
Matrix-based system reliability method and applications to bridge networks. Reliab. Eng. Syst. Saf. 93(11): 1584-1593 (2008)
2007
[j1]
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Armen Der Kiureghian, Ove D. Ditlevsen, Junho Song:
Availability, reliability and downtime of systems with repairable components. Reliab. Eng. Syst. Saf. 92(2): 231-242 (2007)

1990 – 1999

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1998
[c1]
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Junho Song, Lulu Rodriguez:
"Abetting the enemy": the repercussions of a Website-based information campaign to assist the flood victims of North Korea. ISTAS 1998: 18-23

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