An Effective Time Series Data Augmentation Technique to Improve the Performance of Machine Learning

Soohee Kim ,  Ki Yong Lee

한국정보과학회 학술발표논문집

2021 .12

Comparison and Analysis of Time Series Data Classification Algorithm Performance

Jiyeon Pa ,  k ,  Dongho Seo and others 2

Proceedings of Symposium of the Korean Institute of communications and Information Sciences

2021 .02

시계열 데이터 결측치 처리 기술 동향

김에덴 ,  고석갑 ,  손승철 and others 1

[ETRI] 전자통신동향분석

2021 .08

A Case Study on Standardization of Data Integration Management in National and International : A Case Study on Standardization of Data Integration Management in National and International

KIM ,  Dong-Young ,  CHAE and others 5

한국수자원학회 학술발표회

2015 .01

시계열 데이터 기반 인공지능 기술

배지훈

The Proceedings of the Korea Electromagnetic Engineering Society

2023 .09

Time Series Data Augmentation and Contrastive Learning-based Pre-training Techniques to Improve the Performance of Time Series Classification Models

Soohee Kim ,  Ki Yong Lee

KIISE Transactions on Computing Practices

2022 .11

시계열 데이터 처리기법을 이용한 주택 열에너지 데이터 수집 및 보정

Tai-Yeon Ku ,  Wan-Ki Pa ,  k

Proceedings of Symposium of the Korean Institute of communications and Information Sciences

2022 .11

Data Integration System based on Standard for Digital Transformation of Machining Process

D. Y. Lee ,  H. H. Lee

한국정밀공학회 학술발표대회 논문집

2021 .11

AI-based Outlier Detection Scheme through Spatiotemporal Feature Analysis of IoT Services

Sanghyun Lee ,  Hyunseo Pa ,  k and others 2

Proceedings of Symposium of the Korean Institute of communications and Information Sciences

2021 .02

A Structure and Generate Method of Datamap based on Graph Database

Woo E ,  in ,  Won Heesun

Proceedings of Symposium of the Korean Institute of communications and Information Sciences

2022 .02

Experimental Comparison of Imaging method for Multi-variate Time series Classification

Yuseon Kim ,  Kyongseok Pa ,  k

한국정보과학회 학술발표논문집

2021 .06

빅데이터 처리 및 활용 기술연구 동향 분석

사공태화 ,  윤희용

한국지능정보시스템학회 학술대회논문집

2016 .11

A Study on Application of Time Series Data Enhancement Technique and Performance Evaluation using Generative Adversarial Neural Network (GAN)

ChangHyun Lee ,  DongHun Shin ,  HoSeok Jeon and others 3

Proceedings of Symposium of the Korean Institute of communications and Information Sciences

2021 .06

A Comparative Study of Big Data, Open Data, and My Data

Pa ,  k ,  Jooseok

한국빅데이터학회지

2018 .01

A Knowledge Model of Data Map for Semantically Representing National Data

Hak-Lae Kim

Journal of Digital Contents Society

2021 .03