논문 검색결과
Type	Year	Title	Cited
Journal	2025	A hybrid deep learning model for load forecasting of electric vehicle charging stations using time series decomposition Sipei Wu Journal of Power Sources, v.655, pp.1-14	2
Conference	2025	Comparison of Time-Series Foundation Models on power plant emission data Lee Sangjoon International Conference on Information and Communication Technology Convergence (ICTC) 2025, pp.1-4
Conference	2025	Predicting Slowly-Varying Mean and Variance in Gaussian-Type Time-Series: A Comprehensive Deep-Learning Benchmark Song Soonyong International Conference on Information and Communication Technology Convergence (ICTC) 2025, pp.785-789
Journal	2025	Siamese network-based user-independent model for surface electromyogram biometric authentication Youngsam Kim ETRI Journal, v.권호미정, pp.1-15	0
Journal	2024	Atmospheric Correction Effects on the NDSI: Snow Detection Characteristics across Land Cover Types Jin Donghyun 대한원격탐사학회지, v.40, no.5, pp.569-577	0
Conference	2024	Bridging Dynamic Factor Models and Neural Controlled Differential Equations for Nowcasting GDP 임선규 International Conference on Information and Knowledge Management (CIKM) 2024, pp.4686-4693	1
Conference	2024	Bridging Dynamic Factor Models and Neural Controlled Differential Equations for Nowcasting GDP 최정환 International Conference on Information and Knowledge Management (CIKM) 2024, pp.4686-4693	1
Journal	2024	gShock: A GNN-Based Fingerprinting System for Permissioned Blockchain Networks Over Encrypted Channels Seo Minjae IEEE Access, v.12, pp.146328-146342	1
Journal	2024	gShock: A GNN-Based Fingerprinting System for Permissioned Blockchain Networks Over Encrypted Channels 김재한 IEEE Access, v.12, pp.146328-146342	1
Journal	2024	Cost-optimizing ESS Environmental Control Based on Internal Resistance and Time-Series Forecasting of External Conditions Sangjoon Lee 전기학회논문지, v.73, no.8, pp.1369-1375	0
Conference	2024	Data Acquisition and Visualization for AI/ML-based Radio Resource Management Optimization in the ns-O-RAN Framework Hong Seung Eun International Conference on Ubiquitous and Future Networks (ICUFN) 2024, pp.476-478	0
Journal	2024	LTScoder: Long-Term Time Series Forecasting Based on a Linear Autoencoder Architecture Kim Geun Yong IEEE Access, v.12, pp.98623-98633	3
Journal	2024	Deep Learning Model for Cosmetic Gel Classification Based on a Short-Time Fourier Transform and Spectrogram Jae Ho Sim ACS Applied Materials & Interfaces, v.16, no.20, pp.25825-25835	7
Journal	2024	Mobility Management Paradigm Shift: from Reactive to Proactive Handover using AI/ML Park Hyun Seo IEEE Network, v.38, no.2, pp.18-25	11
Journal	2024	Time Series Classification with Multiple Wavelength Scattering Signals for Nuisance Alarm Mitigation Kyu Won Han FIRE-SWITZERLAND, v.7, no.1, pp.1-14	3
Conference	2023	Outlier Elimination and Reliability Assessment for Peak and Declining Time Series Datasets Yoonjungeun International Conference on Data Mining Workshops (ICDMW) 2023, pp.593-600	0
Conference	2023	Improved Dynamic Coupled Graph Convolutional Recurrent Networks for Traffic Forecasting 한승훈 International Conference on Big Data (Big Data) 2023, pp.6159-6161	1
Conference	2023	Understanding Integrity of Time Series IoT Datasets through Local Outlier Detection with Steep Peak and Valley Yoonjungeun International Conference on Information Technology (ICIT) 2023, pp.126-133	0
Conference	2023	An Augmentation-agnostic Semantic Preserving Technique for Data Generation Jang-Ho Choi International Conference on Big Data (Big Data) 2023, pp.6119-6121	0
Conference	2023	Pattern Analysis of the Time-Series Operational Data of Electric Vehicle Chargers in the Large-Scale Car Park Jongwoo Choi International Conference on Electric Vehicle and Vehicle Engineering (CEVVE) 2023, pp.1-4	1
Journal	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	24
Conference	2023	Towards Better Time-series Data Augmentation for Contrastive Learning Jang-Ho Choi International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1322-1324	0
Conference	2023	Highway Condition Analysis and Traffic Safety Monitoring System through Analysis of Time-Series Data from LiDAR-based Probe Vehicle Kim Dohun International Conference on Systems, Man, and Cybernetics (SMC) 2023, pp.1-6	2
Conference	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	2
Journal	2023	Convolutional Autoencoder-Based Anomaly Detection for Photovoltaic Power Forecasting of Virtual Power Plants 박태섭 Energies, v.16, no.14, pp.1-20	10
Conference	2023	RDMI: Recursive Training-Based Diffusion Model for Multivariate Time Series Imputation Yumin Hwang International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC) 2023, pp.846-850	1
Conference	2023	Multivariate Time Series Mobile Traffic Forecast Jahng Jae-Hyouk 한국통신학회 종합 학술 발표회 (하계) 2023, pp.1-1
Journal	2023	A robust collision prediction and detection method based on neural network for autonomous delivery robots Seo Seonghun ETRI Journal, v.45, no.2, pp.329-337	21
Conference	2022	Locality-based Time Series Data Augmentation for Multi-Sensor Internet Of Things Terminal Choi Kang Il International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1726-1728	1
Conference	2022	A Study on the Supplementary Method between RNN and CNN Model to Improve the Accuracy of Fine Dust Concentration Inference Hyun Jong Kim International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.389-394	0
Conference	2022	Comparative study in anomaly diagnosis technique for time series data Kim Nack Woo International Conference on Consumer Electronics (ICCE) 2022 : Asia, pp.401-403	0
Journal	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	23
Journal	2022	Multi-View Integrative Attention-Based Deep Representation Learning for Irregular Clinical Time-Series Data 전은지 IEEE Journal of Biomedical and Health Informatics, v.26, no.8, pp.4270-4280	23
Journal	2022	Deep Transfer Learning-Based Fault Diagnosis Using Wavelet Transform for Limited Data Bang Junseong Applied Sciences, v.12, no.15, pp.1-14	18
Journal	2022	Multilayer Perceptron-Based Real-Time Intradialytic Hypotension Prediction Using Patient Baseline Information and Heart-Rate Variation Bae Tae Wuk International Journal of Environmental Research and Public Health, v.19, no.16, pp.1-22	9
Journal	2022	STG-OceanWaveNet: Spatio-temporal geographic information guided ocean wave prediction network 김진아 Ocean Engineering, v.257, pp.1-13	10
Conference	2022	Reversible Instance Normalization for Accurate Time-Series Forecasting against Distribution Shift 김태성 International Conference on Learning Representations (ICLR) 2022, pp.1-25	188
Conference	2022	Reversible Instance Normalization for Accurate Time-Series Forecasting against Distribution Shift 김진희 International Conference on Learning Representations (ICLR) 2022, pp.1-25	188
Conference	2022	Prediction of Compression Ratio for Transform-based Lossy Compression in Time-series Datasets Moon Ae Kyeung International Conference on Advanced Communications Technology (ICACT) 2022, pp.142-146	4
Journal	2021	Deep visual domain adaptation and semi-supervised segmentation for understanding wave elevation using wave flume video images 김진아 Scientific Reports, v.11, pp.1-12	1
Conference	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
Conference	2021	Augmenting Imbalanced Time-series Data via Adversarial Perturbation in Latent Space 김범수 Asian Conference on Machine Learning (ACML) 2021, pp.1-12
Conference	2021	Fast Anomaly Detection Model based on Long Sequences for Energy Storage Systems Nam Hong Soon International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1091-1094	2
Conference	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
Conference	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
Conference	2021	A Study on Quality Prediction Failure Cause Analysis in Batch Process Hyejin S. Kim International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1319-1322	0
Journal	2021	Technical Trends of Time-Series Data Imputation Kim Eden 전자통신동향분석, v.36, no.4, pp.145-153
Conference	2021	A Study on Rainfall Prediction based on Meteorological Time Series Kangwoon Hong International Conference on Ubiquitous and Future Networks (ICUFN) 2021, pp.1-3	3
Conference	2021	Traffic Prediction by Using Time Series Models Jahng Jae-Hyouk 한국전자파학회 종합 학술 대회 (하계) 2021, pp.1-1
Journal	2021	Deep Learning-Based Stroke Disease Prediction System Using Real-Time Bio Signals 최윤아 Sensors, v.21, no.13, pp.1-17	112
Conference	2021	Study on the Performance of Regression Model according to the Composition of Time Series Dataset Hyun Jong Kim International Conference on Convergence Technology (ICCT) 2021, pp.378-379
Journal	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	30
Conference	2021	Outlier Detection Methods and the Application of a Deep Learning Model for Power Energy Analysis Lee Kyong Hee 대한전자공학회 학술 대회 (하계) 2021, pp.2126-2128
Journal	2021	Sensor-data augmentation for human activity recognition with time-warping and data masking Jeong Chi Yoon Multimedia Tools and Applications, v.80, no.14, pp.20991-21009	25
Journal	2021	Integrating Dilated Convolution into DenseLSTM for Audio Source Separation 허운행 Applied Sciences, v.11, no.2, pp.1-19	11
Journal	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
Conference	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
Conference	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
Journal	2020	An Adaptive Batch-Image Based Driver Status Monitoring System on a Lightweight GPU-Equipped SBC Kim Whui IEEE Access, v.8, pp.206074-206087	17
Conference	2020	Deep Emotion Change Detection for Human-robot Interaction Byungok Han International Conference on Intelligent Robots and Systems (IROS) 2020, pp.12142-12145
Conference	2020	Forecasting Time-Series Trends by Merging Structured and Unstructured Datasets Park Ji Sang International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1230-1233	0
Conference	2020	Anomaly Detection of Environmental Sensor Data using Recurrent Neural Network at the Edge Device Jaemyoung Kim International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1624-1628	9
Journal	2020	Improved Recurrent Generative Adversarial Networks with Regularization Techniques and a Controllable Framework 이민혁 Information Sciences, v.538, pp.428-443	12
Conference	2020	A study on Time-series DBMS Application for EdgeX-based Lightweight Edge Gateway Kim Jaein International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1795-1798	6
Journal	2019	Fault Detection and Diagnosis Using Combined Autoencoder and Long Short-Term Memory Network Pangun Park Sensors, v.19, no.21, pp.1-17	169
Conference	2019	Medical Time-series Prediction With LSTM-MDN-ATTN Hwin Dol Park International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1359-1361	1
Journal	2019	ESNemble: an Echo State Network‑based ensemble for workload prediction and resource allocation of Web applications in the cloud Hoang Minh Nguyen Journal of Supercomputing, v.75, no.10, pp.6303-6323	12
Conference	2018	Long Short-Term Memory Recurrent Neural Network for Urban Traffic Prediction: A Case Study of Seoul Lee Yong-Ju International Conference on Intelligent Transportation Systems (ITSC) 2018, pp.1279-1284	20
Journal	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
Conference	2018	Sequence-to-Sequence model for Building Energy Consumption Prediction Marie Kim International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1243-1245	7
Conference	2018	HaaS(Human Activity Analytics as a Service) Using Sensor Data of Smart Devices Kwon Eun Jung International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1500-1502	7
Conference	2018	Deep-Learning-Based Pipe Leak Detection Using Image-Based Leak Features Ji-Hoon Bae International Conference on Image Processing (ICIP) 2018, pp.2361-2365	22
Conference	2018	Implementation of Docker-based Smart Greenhouse Data Analysis Platform Wook Hyun International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1103-1106	2
Journal	2018	System Dynamics Modeling for New Mobile Demand Prediction Jahng Jae-Hyouk 한국시스템다이내믹스연구, v.19, no.2, pp.137-155
Conference	2018	A Study on the Data Analysis of Environmental Sensors Using Machine Learning Algorithms Lee Kyong Hee World Congress on Information Technology Applications and Services (World IT Congress) 2018, pp.1-4
Conference	2017	A Study on Subsequence Similarity Join in Time Series Data Using MapReduce Park Kyoung Hyun International Conference on Big data, IoT, and Cloud Computing (BIC) 2017, pp.1-6
Conference	2016	A Workload Prediction Approach using Models Stacking based on Recurrent Neural Network and Autoencoder Hoang Minh Nguyen International Conference on High Performance Computing and Communcations (HPCC) 2016, pp.929-936	21
Conference	2016	Object classification of UWB responses using S T-CNN Ko Seok Kap International Conference on Information and Communication Technology Convergence (ICTC) 2016, pp.794-796	3
Journal	2016	Secure Principal Component Analysis in Multiple Distributed Nodes Hee Sun Won Security and Communication Networks, v.9, no.14, pp.2348-2358	10
Conference	2015	Hybrid Clustering Framework for Multi-dimensional Array Data Hyeon Park International Conference on Big Data Applications and Services (BigDAS) 2015, pp.1-4
Conference	2015	Challenging Issues in Visual Information Understanding Researches Kang Kyu Chang International Conference on MultiMedia Modeling (MMM) 2015 (LNCS 8936), v.8936, pp.458-469	1
Conference	2014	A Supercharged Policy-based Dynamic Power Management Architecture for Cluster System Hyung Jik Lee International Conference on Green and Human Information Technology (ICGHIT) 2014, pp.120-122
Journal	2013	R Programming : Language and Environment for Statistical Computing and Data Visualization Lee Doo Ho 전자통신동향분석, v.28, no.1, pp.42-51
Conference	2011	An Efficient Scan-to-Scan Integration/Correlation Algorithm for Sea Surveillance Radar Byung Doo Kim International Conference on Pervasive, Embedded Computing and Communication (ICPECC) 2011, pp.40-48
Conference	2010	Three-dimensional Moving Object Data Component for Spatiotemporal Database Inhak Joo International Symposium on Remote Sensing (ISRS) 2010, pp.1-4
Conference	2003	Visualization of Dynamic Characteristics in Two-Dimensional Time Series Patterns: An Application to Online Signature Verification Suyoung Chi International Workshop on Information Security Applications (WISA) 2003 (LNCS 2908), v.2908, pp.395-409	3

Status	Year	Patent Name	Country
Registered	2019	과거 데이터에 기초한 시계열 예측 방법 및 장치	KOREA
Registered	2021	METHOD AND SYSTEM FOR EXTRACTING MEDIATOR VARIABLE AND MEDIATION INFLUENCE FROM MULTIVARIATE SET	UNITED STATES
Registered	2018	다차원의 시계열 의료 데이터를 처리하는 장치 및 방법	KOREA
Registered	2017	대용량 다차원 시계열 건강 데이터의 복합 차원으로의 축소를 통한 고속 유사 사례 검색 방법 및 그 장치	KOREA
Registered	2021	DEVICE FOR PROCESSING TIME SERIES DATA HAVING IRREGULAR TIME INTERVAL AND OPERATING METHOD THEREOF	UNITED STATES
Registered	2020	불규칙한 시간 간격을 갖는 시계열 데이터의 처리 장치 및 이의 동작 방법	KOREA
Registered	2018	사용자 행동의 시계열 분석을 활용한 위험 상황 인지 방법 및 장치	KOREA
Registered	2018	순환신경망 기반 시계열 신호 예측 장치 및 방법	KOREA
Registered	2022	시계열 데이터 기반 미래 상태와 신뢰도 예측 장치 및 방법	KOREA
Registered	2019	시계열 데이터 처리 장치 및 이의 동작 방법	KOREA
Registered	2018	시계열 데이터 처리 장치 및 이의 동작 방법	KOREA
Registered	2018	시계열 데이터 처리 장치 및 이의 동작 방법	KOREA
Registered	2018	시계열 데이터 처리 장치, 이를 포함하는 건강 예측 시스템, 및 시계열 데이터 처리 장치의 동작 방법	KOREA
Registered	2021	임의의 시계열 예측 모델에 적용 가능한 온라인 예측 방법 및 예측 결과 조정 장치	KOREA
Registered	2019	DANGEROUS SITUATION DETECTION METHOD AND APPARATUS USING TIME SERIES ANALYSIS OF USER BEHAVIORS	UNITED STATES
Registered	2020	행동의 시계열적 특성을 반영한 데이터 정제 및 행동인식 모델의 성능 향상 장치 및 방법	KOREA