Junho Song

Orcid: 0000-0002-4533-9820

According to our database1, Junho Song authored at least 42 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Probabilistic Performance-Pattern Decomposition (PPPD): Analysis framework and applications to stochastic mechanical systems.
Reliab. Eng. Syst. Saf., 2024

Integrating Data Mining and Natural Language Processing to Construct a Melting Point Database for Organometallic Compounds.
J. Chem. Inf. Model., 2024

Foundation Models for Electrocardiograms.
CoRR, 2024

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.
Proceedings of the IEEE International Solid-State Circuits Conference, 2024

Identification of Flexible Joint Robot Inertia Matrix Using Frequency Response Analysis.
Proceedings of the 33rd IEEE International Symposium on Industrial Electronics, 2024

2023
Risk-informed operation and maintenance of complex lifeline systems using parallelized multi-agent deep Q-network.
Reliab. Eng. Syst. Saf., November, 2023

Rapid prediction of wildfire spread using ensemble Kalman filter and polyline simplification.
Environ. Model. Softw., February, 2023

MEMTO: Memory-guided Transformer for Multivariate Time Series Anomaly Detection.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

An Analysis of CFAR Thresholds and Scale Factors with Window Effects in Pulse Compression.
Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

2022
Optimal inspection of binary systems via Value of Information analysis.
Reliab. Eng. Syst. Saf., 2022

"I Have No Text in My Post": Using Visual Hints to Model User Emotions in Social Media.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

A Three-Level Boost Converter With Peak Current Mode Control for Flying Capacitor Self-Balancing.
Proceedings of the 19th International SoC Design Conference, 2022

APOTS: A Model for Adversarial Prediction of Traffic Speed.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

ST-GAT: A Spatio-Temporal Graph Attention Network for Accurate Traffic Speed Prediction.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Time-Frequency Mask Estimation Based on Deep Neural Network for Flexible Load Disaggregation in Buildings.
IEEE Trans. Smart Grid, 2021

A general framework of Bayesian network for system reliability analysis using junction tree.
Reliab. Eng. Syst. Saf., 2021

Generalized matrix-based Bayesian network for multi-state systems.
Reliab. Eng. Syst. Saf., 2021

Neural network with fixed noise for index-tracking portfolio optimization.
Expert Syst. Appl., 2021

Optimal Inspection of Network Systems via Value of Information Analysis.
CoRR, 2021

2020
Efficient probabilistic multi-objective optimization of complex systems using matrix-based Bayesian network.
Reliab. Eng. Syst. Saf., 2020

Understanding emotions in SNS images from posters' perspectives.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

Do You Really Like Her Post?: Network-Based Analysis for Understanding Like Activities in SNS.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
Matrix-based Bayesian Network for efficient memory storage and flexible inference.
Reliab. Eng. Syst. Saf., 2019

Response prediction of nonlinear hysteretic systems by deep neural networks.
Neural Networks, 2019

Adaptive Compressive Sensing based Data Compression on Energy Consumption in Smart Grid.
Proceedings of the 2019 International Conference on Information and Communication Technology Convergence, 2019

2018
Particle Filter Based Monitoring and Prediction of Spatiotemporal Corrosion Using Successive Measurements of Structural Responses.
Sensors, 2018

Generalized Reliability Importance Measure (GRIM) using Gaussian mixture.
Reliab. Eng. Syst. Saf., 2018

Photos Don't Have Me, But How Do You Know Me?: Analyzing and Predicting Users on Instagram.
Proceedings of the Adjunct Publication of the 26th Conference on User Modeling, 2018

A novel join technique for similar-trend searches supporting normalization on time-series databases.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

I Like Your Tagged Photos, But Do We Know Each Other?: Analyzing the Role of Tags in Like Networks.
Proceedings of the 2018 IEEE International Conference on Web Services, 2018

Hybrid Day-ahead Load Forecasting with Atypical Residue based Gaussian Process Regression.
Proceedings of the Ninth International Conference on Future Energy Systems, 2018

2017
Accelerated Monte Carlo system reliability analysis through machine-learning-based surrogate models of network connectivity.
Reliab. Eng. Syst. Saf., 2017

Reliability growth analysis of k-out-of-N systems using matrix-based system reliability method.
Reliab. Eng. Syst. Saf., 2017

2016
Probabilistic Assessment of High-Throughput Wireless Sensor Networks.
Sensors, 2016

2013
System reliability analysis using dominant failure modes identified by selective searching technique.
Reliab. Eng. Syst. Saf., 2013

2012
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., 2012

Finite-element-based system reliability analysis of fatigue-induced sequential failures.
Reliab. Eng. Syst. Saf., 2012

2010
Feasibility of Using Lateral Mode Coupling Method for a Large Scale Ultrasound Phased Array for Noninvasive Transcranial Therapy.
IEEE Trans. Biomed. Eng., 2010

2008
Multi-scale reliability analysis and updating of complex systems by use of linear programming.
Reliab. Eng. Syst. Saf., 2008

Matrix-based system reliability method and applications to bridge networks.
Reliab. Eng. Syst. Saf., 2008

2007
Availability, reliability and downtime of systems with repairable components.
Reliab. Eng. Syst. Saf., 2007

1998
"Abetting the enemy": the repercussions of a Website-based information campaign to assist the flood victims of North Korea.
Proceedings of the Wiring the World, 1998


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