Sungpil Woo

Orcid: 0000-0002-2561-1356

Affiliations:
  • Electronics and Telecommunications Research Institute (ETRI), Daejeon, South Korea


According to our database1, Sungpil Woo authored at least 33 papers between 2015 and 2024.

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

Timeline

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Online presence:

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

Predictive Dynamic Virtual Machine Scaling for Federated Learning Over Edge-Cloud Interworking.
IT Prof., 2024

DRL-empowered joint batch size and weighted aggregation adjustment mechanism for federated learning on non-IID data.
ICT Express, 2024

Deep Representation Learning for Multimodal Emotion Recognition Using Physiological Signals.
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
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

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
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
ChronoGraph: Enabling Temporal Graph Traversals for Efficient Information Diffusion Analysis over Time.
IEEE Trans. Knowl. Data Eng., 2020

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

Extension of Rule-based SLICE Platform With Deep Learning Model.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

2019
ESNemble: an Echo State Network-based ensemble for workload prediction and resource allocation of Web applications in the cloud.
J. Supercomput., 2019

A sim2real framework enabling decentralized agents to execute MADDPG tasks.
Proceedings of the DIDL '19: Proceedings of the Workshop on Distributed Infrastructures for Deep Learning, 2019

Device profile design and extension implementation for intelligent service processing of low performance intelligent platform.
Proceedings of the 2019 International Conference on Information and Communication Technology Convergence, 2019

2018
Oliot EPCIS: Engineering a web information system complying with EPC Information Services standard towards the Internet of Things.
Comput. Ind., 2018

SLICE: self-learnable IoT common software engine.
Proceedings of the 8th International Conference on the Internet of Things, 2018

2017
Efficient and privacy-enhanced object traceability based on unified and linked EPCIS events.
Comput. Ind., 2017

A Hybrid Selective-Anyfit Genetic Algorithm for Variable-Sized Dynamic Bin Packing to Minimize Cloud Usage Cost.
Proceedings of the 10th IEEE Conference on Service-Oriented Computing and Applications, 2017

Secure-EPCIS: Addressing Security Issues in EPCIS for IoT Applications.
Proceedings of the 2017 IEEE World Congress on Services, 2017

IsV2C: An Integrated Road Traffic-Network-Cloud Simulator for V2C Connected Car Services.
Proceedings of the 2017 IEEE International Conference on Services Computing, 2017

2016
Hairspring: Online graph processing middleware for temporal networks.
Proceedings of the Posters and Demos Session of the 17th International Middleware Conference, 2016

A Workload Prediction Approach Using Models Stacking Based on Recurrent Neural Network and Autoencoder.
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

GS1 Connected Car Using EPCIS-ONS System.
Proceedings of the 2016 IEEE International Congress on Big Data, San Francisco, CA, USA, June 27, 2016

RNN-Based Personalized Activity Recognition in Multi-person Environment Using RFID.
Proceedings of the 2016 IEEE International Conference on Computer and Information Technology, 2016

2015
IoT-MAP: IoT mashup application platform for the flexible IoT ecosystem.
Proceedings of the 5th International Conference on the Internet of Things, 2015


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