| Intelligent index classification method based on machine learning for detection of reference signal in 5G networks S Kang, T Lee, J Kim, J Kim, O Jo IEEE Access 11, 100810-100822, 2023 | 3 | 2023 |
| Multivariate Time-Series Imagification with Time Embedding in Constrained Environments (Student Abstract) SW Kang, O Jo Proceedings of the AAAI Conference on Artificial Intelligence 38 (21), 23535 …, 2024 | 2 | 2024 |
| Lightweight Data Processing Scheme based on Machine Learning for 5G DMRS Index Classification OJ Jongseok Kim, Seungwoo Kang Asia-pacific Journal of Convergent Research Interchange 9 (11), pp.91-101, 2023 | 2 | 2023 |
| Enhancing Performance for 5G DMRS Signals Classification using Multi-channel based Imagification JK Jongseok Kim, Seungwoo Kang, Ohyun Jo Proceedings of Symposium of the Korean Institute of communications and …, 2023 | 1* | 2023 |
| Performance Improvement using 5G DMRS Data Pre-processing for Deep Learning based Index Classification Model JK Seungwoo Kang, Taegyeom Lee, Ohyun Jo Proceedings of Symposium of the Korean Institute of communications and …, 2022 | 1* | 2022 |
| A study on 5G-based text alert service requirements and scenarios for realizing active geo-targeting TG Lee, SW Kang, Y Kim, SH Oh, O Jo Journal of Convergence for Information Technology 11 (11), 23-30, 2021 | 1 | 2021 |
| On the Design of a Light-Weight Deep Learning Framework for Embedding in 5G Software Modem W Min, S Kang, J Kim, O Jo IEEE Access, 2024 | | 2024 |
| On the Intelligentization of Softwarized Modem: From Algorithmic Design to Realization of Real-Time Channel-Learning Random Access B Kim, S Kang, YT Song, S Lee, T Lee, J Kim, O Jo, SW Choi IEEE Internet of Things Journal, 2024 | | 2024 |
| A Study on Generalized Models for Robust Preamble Detection in Machine Learning-based Multi-User Communications Environment JK Taegyeom Lee, Seungwoo Kang, Ohyun Jo Proceedings of Symposium of the Korean Institute of communications and …, 2023 | | 2023 |
| 5G DMRS 신호 데이터 전처리를 통한 머신러닝 기반 인덱스 분류모델의 성능 비교 JK Taegyeom Lee, Seungwoo Kang, Ohyun Jo THE 32nd JOINT CONFERENCE ON COMMUNICATIONS AND INFORMATION, 2022 | | 2022 |
| 다변량 시계열 데이터 이미지화를 통한 데이터 연관 기법 OJ Seungwoo Kang THE 32nd JOINT CONFERENCE ON COMMUNICATIONS AND INFORMATION, 2022 | | 2022 |
| DATA PREPROCESSING DEVICE AND DATA LEARNING PROCESSING SYSTEM BASED ON HETEROGENEOUS TIME SERIES DATA TL Ohyun Jo, Seungwoo Kang | | 2021 |
| Time Series Prediction Model using Imagification Method for Reducing the Effect of Missing Values OJ Seungwoo Kang Proceedings of Symposium of the Korean Institute of communications and …, 2021 | | 2021 |
| Low Complex Multi-Spatial Time Series Data Prediction ModelUsing Deep Learning-based Multivariate Regression for Autonomous Vehicle OJ Seungwoo Kang Proceedings of Symposium of the Korean Institute of communications and …, 2021 | | 2021 |
