Sunhwan Lim

Orcid: 0009-0009-0101-0925

According to our database1, Sunhwan Lim authored at least 28 papers between 2011 and 2024.

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

Timeline

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Links

On csauthors.net:

Bibliography

2024
Deep Representation Learning With Sample Generation and Augmented Attention Module for Imbalanced ECG Classification.
IEEE J. Biomed. Health Informatics, May, 2024

Hetero-FedIoT: A Rule-Based Interworking Architecture for Heterogeneous Federated IoT Networks.
IEEE Internet Things J., February, 2024

A decentralized federated learning based interoperable and heterogeneity aware predictive optimization method for energy and comfort in smart homes environment.
Appl. Soft Comput., 2024

Deep Representation Learning for Multimodal Emotion Recognition Using Physiological Signals.
IEEE Access, 2024

Heterogeneous Privacy Level-Based Client Selection for Hybrid Federated and Centralized Learning in Mobile Edge Computing.
IEEE Access, 2024

DRL-Enabled Hierarchical Federated Learning Optimization for Data Heterogeneity Management in Multi-Access Edge Computing.
IEEE Access, 2024

Empirical Study of Rectifier and Dropout in Feedforward Neural Networks.
Proceedings of the 15th International Conference on Information and Communication Technology Convergence, 2024

Empirical Study of Attention Mechanism on Neural Ordinary Differential Equations.
Proceedings of the 15th International Conference on Information and Communication Technology Convergence, 2024

AI-Data Commons: A Decentralized Collaborative Framework for AI-Based Problem Solving.
Proceedings of the 15th International Conference on Information and Communication Technology Convergence, 2024

2023
A precision-centric approach to overcoming data imbalance and non-IIDness in federated learning.
Internet Things, October, 2023

Cooperative Swarm Learning for Distributed Cyclic Edge Intelligent Computing.
Internet Things, July, 2023

Deep-Reinforcement-Learning-Based IoT Sensor Data Cleaning Framework for Enhanced Data Analytics.
Sensors, February, 2023

Learnable Path in Neural Controlled Differential Equations.
CoRR, 2023

Federated Learning Using Blockchain-based Marketplace.
Proceedings of the Fourteenth International Conference on Ubiquitous and Future Networks, 2023

Design Issues in Implementation of Decentralized AI-data commons Framework.
Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

Federated Learning in Prediction of Dementia Stage: An Experimental Study.
Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

2022
Conditional GAN based Collaborative Filtering with Data Augmentation for Cold-Start User.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

Virtualized Infrastructure as an Incentive on AI-Data Commons.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

2021
Dynamic Inference Approach Based on Rules Engine in Intelligent Edge Computing for Building Environment Control.
Sensors, 2021

Integrated Service Composition Approach Based on Transparent Access to Heterogeneous IoT Networks Using Multiple Service Providers.
Mob. Inf. Syst., 2021

Arrhythmia Detection Using Convolutional Neural Networks with Temporal Attention Mechanism.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Metadata Modeling and Operation Flow of Problem Solving Ecosystem for ECG Data Engineering and Arrhythmia Diagnosis.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

PCI Workplace: A decentralized collaboration framework for AI based problem-solving.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Artificial Intelligence-Enabled Data Value Curation on AI-Data Commons.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

2020
Design of SW Framework for Trustworthy AI-Data Commons.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

2018
Method of Intelligent Docent Service in Self-Learnable IoT Common Software Engine using Abstraction Technology.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2018

2014
Method of application driven QoS service in open service platform based on RESTful web services.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2014

2011
Open API and System of Short Messaging, Payment, Account Management Based on RESTful Web Services.
Proceedings of the Advanced Communication and Networking, 2011


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