Junghwan Lee

Orcid: 0000-0001-7728-9488

According to our database1, Junghwan Lee authored at least 54 papers between 2005 and 2024.

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

Timeline

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Bibliography

2024
Utilization of systematic error-assessment software to improve phylogenetic accuracy.
J. Bioinform. Comput. Biol., April, 2024

Inverse Probability of Treatment Weighting with Deep Sequence Models Enables Accurate treatment effect Estimation from Electronic Health Records.
CoRR, 2024

Transformer Conformal Prediction for Time Series.
CoRR, 2024

Prediction of Remote Photoplethysmography Using Quaternion-based Convolutional Neural Networks in Metaverse.
Proceedings of the IEEE International Conference on Metaverse Computing, 2024

2023
Developing a Job Search Platform for SMEs to Resolve Job Mismatch: A Case Study.
Int. J. Asian Bus. Inf. Manag., 2023

Federated Learning in Temporal Heterogeneity.
CoRR, 2023

Li-ion Battery Health State Estimation with Two Feed Forward Neural Networks.
Proceedings of the IEEE International Conference on Industrial Technology, 2023

Deep Attention Q-Network for Personalized Treatment Recommendation.
Proceedings of the IEEE International Conference on Data Mining, 2023

Metaverse-based education service adoption and preference study using conjoint analysis.
Proceedings of the International Conference on Computing, Networking and Communications, 2023

Training Neural Networks for Sequential Change-Point Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

C-DRX parameters optimization using Multi-Agent Reinforcement Learning with Self-attention.
Proceedings of the IEEE Global Communications Conference, 2023

2022
Multitask Siamese Network for Remote Photoplethysmography and Respiration Estimation.
Sensors, 2022

Isolation of Shared Resources for Mixed-Criticality AUTOSAR Applications.
J. Comput. Sci. Eng., 2022

Deep learning for rare disease: A scoping review.
J. Biomed. Informatics, 2022

Predicting Age-related Macular Degeneration Progression with Longitudinal Fundus Images Using Deep Learning.
Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022

Consolidated Software Architecture for Safety-Critical AUTOSAR Applications.
Proceedings of the IEEE International Conference on Industrial Technology, 2022

2021
Contemporary use of real-world data for clinical trial conduct in the United States: a scoping review.
J. Am. Medical Informatics Assoc., 2021

Towards clinical data-driven eligibility criteria optimization for interventional COVID-19 clinical trials.
J. Am. Medical Informatics Assoc., 2021

Developing a new mobile network ownership model using a risk allocation framework.
Int. J. Mob. Commun., 2021

Evaluation of Criteria2Query: Towards Augmented Intelligence for Cohort Identification.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Towards Better Diagnosis Prediction Using Bidirectional Recurrent Neural Networks.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

2020
Statistical Prediction of Typhoon-Induced Rainfall over China Using Historical Rainfall, Tracks, and Intensity of Typhoon in the Western North Pacific.
Remote. Sens., 2020

Real-Time Scheduling for Mixed-Criticality Systems in the Automotive Industry.
J. Comput. Sci. Eng., 2020

Development of Innovative Business of Telecommunication Operator: Case of KT-MEG.
Int. J. Asian Bus. Inf. Manag., 2020


A Study on Innovation in University Education: Focusing on 5G Mobile Communication.
Proceedings of the IEEE 17th Annual Consumer Communications & Networking Conference, 2020

Contemporary Use of Real World Data for Clinical Trial Conduct.
Proceedings of the AMIA 2020, 2020

Impact of IMPACT: Longitudinal Analysis of an Integrated Participant Scheduling System in a Clinical Research Setting.
Proceedings of the AMIA 2020, 2020

2019
Ensembles of natural language processing systems for portable phenotyping solutions.
J. Biomed. Informatics, 2019

Epistasis-Based Basis Estimation Method for Simplifying the Problem Space of an Evolutionary Search in Binary Representation.
Complex., 2019

Optimal equipment assignment for oil spill response using a genetic algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Predictive model for epistasis-based basis evaluation on pseudo-boolean function using deep neural networks.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018
Importance of finding a good basis in binary representation.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017
Empirical analysis of anti-reversing schemes for protecting mobile codes in the internet-of-things.
Int. J. Serv. Technol. Manag., 2017

Data-driven kinodynamic RRT.
Proceedings of the 18th International Conference on Advanced Robotics, 2017

2016
Eliminating bandwidth estimation from adaptive video streaming in wireless networks.
Signal Process. Image Commun., 2016

2015
Conjoint analysis on preferences of HRD managers and employees for effective implementation of m-learning: The case of South Korea.
Telematics Informatics, 2015

Factors affecting smart learning adoption in workplaces: comparing large enterprises and SMEs.
Inf. Technol. Manag., 2015

2014
A Selective Retraction-Based RRT Planner for Various Environments.
IEEE Trans. Robotics, 2014

HAVS: hybrid adaptive video streaming for mobile devices.
IEEE Trans. Consumer Electron., 2014

Smart learning adoption in employees and HRD managers.
Br. J. Educ. Technol., 2014

PROT: Productive regions oriented task space path planning for hyper-redundant manipulators.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Cloud RRT<sup>∗</sup>: Sampling Cloud based RRT<sup>∗</sup>.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Seamless streaming with intelligent rate determinate algorithm in content centric networks.
Proceedings of the IEEE International Conference on Consumer Electronics, 2014

SVC-based hybrid video streaming in mobile CE devices.
Proceedings of the IEEE International Conference on Consumer Electronics, 2014

SYNCEYE: An Availability Measurement Tool for Embedded Systems.
Proceedings of the 21st Asia-Pacific Software Engineering Conference, 2014

2013
Scheduling in Heterogeneous Computing Environments for Proximity Queries.
IEEE Trans. Vis. Comput. Graph., 2013

SVC-based Adaptive Video Streaming over Content-Centric Networking.
KSII Trans. Internet Inf. Syst., 2013

VLSH: Voronoi-based locality sensitive hashing.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Cache replacement strategies for scalable video streaming in CCN.
Proceedings of the 19th Asia-Pacific Conference on Communications, 2013

2012
SR-RRT: Selective retraction-based RRT planner.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

2011
Scalable roi algorithm for H.264/SVC-based video streaming.
IEEE Trans. Consumer Electron., 2011

2010
A 65nm CMOS low-power small-size multistandard, multiband mobile broadcasting receiver SoC.
Proceedings of the IEEE International Solid-State Circuits Conference, 2010

2005
A 43dB ACR low-pass filter with automatic tuning for low-IF conversion DAB/T-DMB tuner IC.
Proceedings of the 31st European Solid-State Circuits Conference, 2005


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