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Conference
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2025 |
Improving Color Prediction Performance via SHAPBased Explainable AI Applied to Random Forest Regression
Choi Seunghyo International Conference on Big Data Applications and Services (BigDAS) 2025, pp.60-64 |
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Conference
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2025 |
Enhancing Light Fastness Grade Prediction Performance through Feature Design in Textile Dyeing
Lee Huiyun International Conference on Big Data Applications and Services (BigDAS) 2025, pp.54-59 |
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Conference
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2024 |
Evaluating Deep Learning Models for Prediction of Climate Conditions in Greenhouse
Jaeyoung Kim International Conference on Consumer Electronics (ICCE) 2024 : Asia, pp.657-660 |
0 |
원문
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Journal
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2024 |
Koopman Theory-Based Missing Value Imputation Model for Nonlinear Dynamical Systems
Yumin Hwang 전기학회논문지, v.73, no.11, pp.2004-2010 |
0 |
원문
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Conference
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2024 |
Transforming Crop Drying Operations through IoT and Data-Driven Solutions
Yu Dasong International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.142-147 |
0 |
원문
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Conference
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2024 |
Comparison of Machine Learning Algorithms for Propagation Path Loss Prediction Using Ray Tracing Data
윤채원 International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.2182-2184 |
0 |
원문
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Journal
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2024 |
Deep reinforcement learning for base station switching scheme with federated LSTM‐based traffic predictions
Park Hyebin ETRI Journal, v.46, no.3, pp.379-391 |
9 |
원문
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Journal
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2024 |
Adaptive DFL‐based straggler mitigation mechanism for synchronous ring topology in digital twin networks
Qazi Waqas Khan IET Collaborative Intelligent Manufacturing, v.6, no.3, pp.1-23 |
3 |
원문
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Journal
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2024 |
Layer-Wise Personalized Federated Learning for Mobile Traffic Prediction
Seungyeol Lee IEEE Access, v.12, pp.53126-53140 |
8 |
원문
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Journal
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2024 |
Joint streaming model for backchannel prediction and automatic speech recognition
최용석 ETRI Journal, v.46, no.1, pp.118-126 |
3 |
원문
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Conference
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2023 |
Convolutional Neural Network-based Generation and Enhancement for Inter Prediction of Versatile Video Coding (VVC)
최영주 International Conference on Multimedia Information Technology and Applications (MITA) 2023, pp.1-4 |
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Conference
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2023 |
Parallel Network Assisted Calibrated Beam Training for mmWave Communication Systems
Kim/Jihung International Conference on Ubiquitous and Future Networks (ICUFN) 2023, pp.1-3 |
0 |
원문
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Journal
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2023 |
Smoke Particle-Source Prediction Model Based on Multiple Optical Wavelengths Using Deep Learning
Ahn Yusun International Journal of Fire Science and Engineering, v.37, no.2, pp.20-29 |
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원문
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Journal
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2023 |
Applicability of Machine-Learned Regression Models to Estimate Internal Air Temperature and CO2 Concentration of a Pig House
Ukhyeon Yeo Agronomy, v.13, no.2, pp.1-17 |
6 |
원문
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Conference
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2022 |
Lossy Predictive Models for Accurate Classification Algorithms
Moon Ae Kyeung International Conference on Big Data (Big Data) 2022, pp.4576-4582 |
2 |
원문
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Journal
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2022 |
Video Quality Model of Compression, Resolution and Frame Rate Adaptation Based on Space-Time Regularities
이대열 IEEE Transactions on Image Processing, v.31, pp.3644-3656 |
8 |
원문
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Journal
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2022 |
Imbalanced Classification via Feature Dictionary-based Minority Oversampling
Park Minho IEEE Access, v.10, pp.34236-34245 |
7 |
원문
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Conference
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2021 |
Health Management Technology for Estimating the Remaining Useful Life of Household Appliances
Kim Nack Woo International Conference on Consumer Electronics (ICCE) 2021 : Asia, pp.1-3 |
2 |
원문
|
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Conference
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2021 |
Transformer Based Prediction Method for Solar Power Generation Data
Kim Nack Woo International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1-3 |
15 |
원문
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Conference
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2021 |
A Study on Online ARIMA Algorithms Applying Various Gradient Descent Optimization Algorithms for Time Series Prediction
Lee Jungi International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1104-1106 |
5 |
원문
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Conference
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2021 |
Extreme Event Forecasting for Postal Logistics Service
Kim Eun Hye International Conference on Management of e-Commerce and e-Government (ICMECG) 2021, pp.1-10 |
1 |
원문
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Conference
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2021 |
End-to-end Multi-task Learning of Missing Value Imputation and Forecasting in Time-Series Data
김진희 International Conference on Pattern Recognition (ICPR) 2020, pp.8849-8856 |
10 |
원문
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Conference
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2021 |
End-to-end Multi-task Learning of Missing Value Imputation and Forecasting in Time-Series Data
김태성 International Conference on Pattern Recognition (ICPR) 2020, pp.8849-8856 |
10 |
원문
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Journal
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2020 |
Short-Term Prediction Model of Postal Parcel Traffic based on Self-Similarity
Kim Eun Hye 산업경영시스템학회지, v.43, no.4, pp.76-83 |
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원문
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Conference
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2020 |
Enhancing Environmental Data Forecasting Performance by Utilizing Multi-region Data with Hard-parameter sharing
Jang-Ho Choi International Conference on Internet (ICONI) 2020, pp.1-3 |
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Journal
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2020 |
Regularising Neural Networks for Future Trajectory Prediction via Inverse Reinforcement learning Framework
Dooseop Choi IET Computer Vision, v.14, no.5, pp.192-200 |
17 |
원문
|
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Conference
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2019 |
딥러닝을 이용한 전기로 합금 생산량 예측
Oh Sangwon International Conference on Big Data Applications and Services (BigDAS) 2019, pp.1-9 |
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Journal
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2019 |
Most frequent mode for intra‐mode coding in video coding
윤용욱 Electronics Letters, v.55, no.4, pp.188-190 |
8 |
원문
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Journal
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2015 |
Runtime Prediction Based on Workload-Aware Clustering
Kim Eun Hye 산업경영시스템학회지, v.38, no.3, pp.56-63 |
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원문
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Journal
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2000 |
Adaptive Compensation Method Using the Prediction Algorithm for the Doppler Frequency Shift in the LEO Orbit Mobile Satellite Communication System
You Moonhee ETRI Journal, v.22, no.4, pp.32-39 |
31 |
원문
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