학술지
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2024 |
Time Series Classification with Multiple Wavelength Scattering Signals for Nuisance Alarm Mitigation
한규원 FIRE-SWITZERLAND, v.7 no.1, pp.1-14 |
0 |
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학술대회
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2023 |
Outlier Elimination and Reliability Assessment for Peak and Declining Time Series Datasets
윤정은 International Conference on Data Mining Workshops (ICDMW) 2023, pp.593-600 |
0 |
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학술대회
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2023 |
Understanding Integrity of Time Series IoT Datasets through Local Outlier Detection with Steep Peak and Valley
윤정은 International Conference on Information Technology (ICIT) 2023, pp.126-133 |
0 |
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학술대회
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2023 |
Pattern Analysis of the Time-Series Operational Data of Electric Vehicle Chargers in the Large-Scale Car Park
최종우 International Conference on Electric Vehicle and Vehicle Engineering (CEVVE) 2023, pp.1-4 |
0 |
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학술지
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2023 |
Spatiotemporal graph neural network for multivariate multi-step ahead time-series forecasting of sea temperature
김진아 Engineering Applications of Artificial Intelligence, v.126 no.A, pp.1-15 |
2 |
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학술대회
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2023 |
Towards Better Time-series Data Augmentation for Contrastive Learning
최장호 International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1322-1324 |
0 |
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학술대회
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2023 |
Highway Condition Analysis and Traffic Safety Monitoring System through Analysis of Time-Series Data from LiDAR-based Probe Vehicle
김홍진 International Conference on Systems, Man, and Cybernetics (SMC) 2023, pp.1-6 |
0 |
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학술대회
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2023 |
Highway Condition Analysis and Traffic Safety Monitoring System through Analysis of Time-Series Data from LiDAR-based Probe Vehicle
김도훈 International Conference on Systems, Man, and Cybernetics (SMC) 2023, pp.1-6 |
0 |
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학술대회
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2023 |
RDMI: Recursive Training-Based Diffusion Model for Multivariate Time Series Imputation
황유민 International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC) 2023, pp.846-850 |
0 |
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학술대회
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2023 |
Multivariate Time Series Mobile Traffic Forecast
장재혁 한국통신학회 종합 학술 발표회 (하계) 2023, pp.1-1 |
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학술지
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2023 |
A robust collision prediction and detection method based on neural network for autonomous delivery robots
서성훈 ETRI Journal, v.45 no.2, pp.329-337 |
11 |
원문
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학술대회
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2022 |
Locality-based Time Series Data Augmentation for Multi-Sensor Internet Of Things Terminal
최강일 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1726-1728 |
0 |
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학술대회
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2022 |
Comparative study in anomaly diagnosis technique for time series data
김낙우 International Conference on Consumer Electronics (ICCE) 2022 : Asia, pp.401-403 |
0 |
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학술대회
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2022 |
A Study on the Supplementary Method between RNN and CNN Model to Improve the Accuracy of Fine Dust Concentration Inference
김현종 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.389-394 |
0 |
원문
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학술지
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2022 |
Deep Transfer Learning-Based Fault Diagnosis Using Wavelet Transform for Limited Data
방준성 Applied Sciences, v.12 no.15, pp.1-14 |
8 |
원문
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학술지
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2022 |
Multilayer Perceptron-Based Real-Time Intradialytic Hypotension Prediction Using Patient Baseline Information and Heart-Rate Variation
배태욱 International Journal of Environmental Research and Public Health, v.19 no.16, pp.1-22 |
3 |
원문
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학술지
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2022 |
Multi-View Integrative Attention-Based Deep Representation Learning for Irregular Clinical Time-Series Data
이유림 IEEE Journal of Biomedical and Health Informatics, v.26 no.8, pp.4270-4280 |
6 |
원문
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학술지
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2022 |
Multi-View Integrative Attention-Based Deep Representation Learning for Irregular Clinical Time-Series Data
전지은 IEEE Journal of Biomedical and Health Informatics, v.26 no.8, pp.4270-4280 |
6 |
원문
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학술지
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2022 |
STG-OceanWaveNet: Spatio-temporal geographic information guided ocean wave prediction network
김진아 Ocean Engineering, v.257, pp.1-13 |
6 |
원문
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학술대회
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2022 |
Reversible Instance Normalization for Accurate Time-Series Forecasting against Distribution Shift
김진희 International Conference on Learning Representations (ICLR) 2022, pp.1-25 |
16 |
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학술대회
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2022 |
Reversible Instance Normalization for Accurate Time-Series Forecasting against Distribution Shift
김태성 International Conference on Learning Representations (ICLR) 2022, pp.1-25 |
16 |
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학술대회
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2022 |
Prediction of Compression Ratio for Transform-based Lossy Compression in Time-series Datasets
문애경 International Conference on Advanced Communications Technology (ICACT) 2022, pp.142-146 |
3 |
원문
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학술대회
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2021 |
Augmenting Imbalanced Time-series Data via Adversarial Perturbation in Latent Space
김범수 Asian Conference on Machine Learning (ACML) 2021, pp.1-12 |
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학술대회
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2021 |
Health Management Technology for Estimating the Remaining Useful Life of Household Appliances
김낙우 International Conference on Consumer Electronics (ICCE) 2021 : Asia, pp.1-3 |
2 |
원문
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학술지
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2021 |
Deep visual domain adaptation and semi-supervised segmentation for understanding wave elevation using wave fume video images
김진아 Scientific Reports, v.11, pp.1-12 |
1 |
원문
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학술대회
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2021 |
Fast Anomaly Detection Model based on Long Sequences for Energy Storage Systems
남홍순 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1091-1094 |
2 |
원문
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학술대회
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2021 |
A Study on Quality Prediction Failure Cause Analysis in Batch Process
김혜진 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1319-1322 |
0 |
원문
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학술대회
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2021 |
Transformer Based Prediction Method for Solar Power Generation Data
김낙우 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1-3 |
6 |
원문
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학술대회
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2021 |
A Study on Online ARIMA Algorithms Applying Various Gradient Descent Optimization Algorithms for Time Series Prediction
이준기 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1104-1106 |
2 |
원문
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학술대회
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2021 |
Traffic Prediction by Using Time Series Models
장재혁 한국전자파학회 종합 학술 대회 (하계) 2021, pp.1-1 |
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학술대회
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2021 |
A Study on Rainfall Prediction based on Meteorological Time Series
홍강운 International Conference on Ubiquitous and Future Networks (ICUFN) 2021, pp.1-3 |
3 |
원문
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학술대회
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2021 |
Study on the Performance of Regression Model according to the Composition of Time Series Dataset
김현종 International Conference on Convergence Technology (ICCT) 2021, pp.378-379 |
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학술지
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2021 |
Deep Learning-Based Stroke Disease Prediction System Using Real-Time Bio Signals
최윤아 Sensors, v.21 no.13, pp.1-17 |
51 |
원문
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학술지
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2021 |
Groundwater Level Prediction Model Using Correlation and Difference Mechanisms Based on Boreholes Data for Sustainable Hydraulic Resource Management
Naeem Iqbal IEEE Access, v.9, pp.96092-96113 |
18 |
원문
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학술지
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2021 |
Sensor-data augmentation for human activity recognition with time-warping and data masking
정치윤 Multimedia Tools and Applications, v.80 no.14, pp.20991-21009 |
11 |
원문
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학술지
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2021 |
Integrating Dilated Convolution into DenseLSTM for Audio Source Separation
허운행 Applied Sciences, v.11 no.2, pp.1-19 |
5 |
원문
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학술대회
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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 |
7 |
원문
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학술대회
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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 |
7 |
원문
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학술지
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2021 |
Probabilistic Forecasting Based Joint Detection and Imputation of Clustered Bad Data in Residential Electricity Loads
박소영 Energies, v.14 no.1, pp.1-13 |
4 |
원문
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학술지
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2020 |
An Adaptive Batch-Image Based Driver Status Monitoring System on a Lightweight GPU-Equipped SBC
김휘 IEEE Access, v.8, pp.206074-206087 |
12 |
원문
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학술대회
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2020 |
Forecasting Time-Series Trends by Merging Structured and Unstructured Datasets
박지상 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1230-1233 |
0 |
원문
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학술대회
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2020 |
Anomaly Detection of Environmental Sensor Data using Recurrent Neural Network at the Edge Device
김재명 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1624-1628 |
5 |
원문
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학술대회
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2020 |
A study on Time-series DBMS Application for EdgeX-based Lightweight Edge Gateway
김재인 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1795-1798 |
5 |
원문
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학술지
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2020 |
Improved Recurrent Generative Adversarial Networks with Regularization Techniques and a Controllable Framework
이민혁 Information Sciences, v.538, pp.428-443 |
9 |
원문
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학술지
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2019 |
Fault Detection and Diagnosis Using Combined Autoencoder and Long Short-Term Memory Network
Pangun Park Sensors, v.19 no.21, pp.1-17 |
125 |
원문
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학술대회
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2019 |
Medical Time-series Prediction With LSTM-MDN-ATTN
박흰돌 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1359-1361 |
1 |
원문
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학술지
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2019 |
Unsupervised Learning-Based Pipe Leak Detection using Deep Auto-Encoder
여도엽 한국컴퓨터정보학회논문지, v.24 no.9, pp.21-27 |
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학술대회
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2018 |
Long Short-Term Memory Recurrent Neural Network for Urban Traffic Prediction: A Case Study of Seoul
이용주 International Conference on Intelligent Transportation Systems (ITSC) 2018, pp.1279-1284 |
20 |
원문
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학술지
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2018 |
Detecting Variability in Massive Astronomical Time-series Data. III. Variable Candidates in the SuperWASP DR1 Found by Multiple Clustering Algorithms and a Consensus Clustering Method
신민수 The Astronomical Journal, v.156 no.5, pp.1-21 |
6 |
원문
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학술대회
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2018 |
Implementation of Docker-based Smart Greenhouse Data Analysis Platform
현욱 International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1103-1106 |
2 |
원문
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학술대회
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2018 |
Deep-Learning-Based Pipe Leak Detection Using Image-Based Leak Features
배지훈 International Conference on Image Processing (ICIP) 2018, pp.2361-2365 |
13 |
원문
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학술대회
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2018 |
Sequence-to-Sequence model for Building Energy Consumption Prediction
김말희 International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1243-1245 |
7 |
원문
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학술대회
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2018 |
HaaS(Human Activity Analytics as a Service) Using Sensor Data of Smart Devices
권은정 International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1500-1502 |
7 |
원문
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학술지
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2018 |
신규 모바일 수요예측을 위한 시스템 다이내믹스 모델링
장재혁 한국시스템다이내믹스연구, v.19 no.2, pp.137-155 |
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학술대회
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2017 |
A Study on Subsequence Similarity Join in Time Series Data Using MapReduce
박경현 International Conference on Big data, IoT, and Cloud Computing (BIC) 2017, pp.1-6 |
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학술대회
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2016 |
Object Classification of UWB Responses Using ST-CNN
고석갑 International Conference on Information and Communication Technology Convergence (ICTC) 2016, pp.794-796 |
3 |
원문
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학술지
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2016 |
Secure Principal Component Analysis in Multiple Distributed Nodes
원희선 Security and Communication Networks, v.9 no.14, pp.2348-2358 |
9 |
원문
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학술대회
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2015 |
Challenging Issues in Visual Information Understanding Researches
강규창 International Conference on MultiMedia Modeling (MMM) 2015 (LNCS 8936), v.8936, pp.458-469 |
1 |
원문
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학술지
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2009 |
퍼지추론 기반 다항식 RBF 뉴럴 네트워크의 설계 및 최적화
백진열 전기학회논문지 P, v.58 no.2, pp.399-406 |
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학술대회
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2003 |
Visualization of Dynamic Characteristics in Two-Dimensional Time Series Patterns: An Application to Online Signature Verification
지수영 International Workshop on Information Security Applications (WISA) 2003 (LNCS 2908), v.2908, pp.395-409 |
3 |
원문
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