Subject

Subjects : Time series

  • Articles (82)
  • Patents (13)
  • R&D Reports (0)
논문 검색결과
Type Year Title Cited Download
Journal 2024 gShock: A GNN-Based Fingerprinting System for Permissioned Blockchain Networks Over Encrypted Channels   김재한  IEEE Access, v.12, pp.146328-146342 0 원문
Journal 2024 gShock: A GNN-Based Fingerprinting System for Permissioned Blockchain Networks Over Encrypted Channels   Seo Minjae  IEEE Access, v.12, pp.146328-146342 0 원문
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 0 원문
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 0 원문
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 원문
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 원문
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 원문
Journal 2024 LTScoder: Long-Term Time Series Forecasting Based on a Linear Autoencoder Architecture   Kim Geun Yong  IEEE Access, v.12, pp.98623-98633 2 원문
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 2 원문
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 7 원문
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 1 원문
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 원문
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 원문
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 원문
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 원문
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 15 원문
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 원문
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 0 원문
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 0 원문
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 원문
Journal 2023 Convolutional Autoencoder-Based Anomaly Detection for Photovoltaic Power Forecasting of Virtual Power Plants   박태섭  Energies, v.16, no.14, pp.1-20 8 원문
Conference 2023 Multivariate Time Series Mobile Traffic Forecast   Jahng Jae-Hyouk  한국통신학회 종합 학술 발표회 (하계) 2023, pp.1-1
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 원문
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 20 원문
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 0 원문
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 원문
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 원문
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 14 원문
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 8 원문
Journal 2022 STG-OceanWaveNet: Spatio-temporal geographic information guided ocean wave prediction network   김진아  Ocean Engineering, v.257, pp.1-13 9 원문
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 21 원문
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 21 원문
Conference 2022 Reversible Instance Normalization for Accurate Time-Series Forecasting against Distribution Shift   김태성  International Conference on Learning Representations (ICLR) 2022, pp.1-25 122
Conference 2022 Reversible Instance Normalization for Accurate Time-Series Forecasting against Distribution Shift   김진희  International Conference on Learning Representations (ICLR) 2022, pp.1-25 122
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 원문
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 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
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 원문
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 13 원문
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 4 원문
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 원문
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 원문
Conference 2021 Traffic Prediction by Using Time Series Models   Jahng Jae-Hyouk  한국전자파학회 종합 학술 대회 (하계) 2021, pp.1-1
Journal 2021 Technical Trends of Time-Series Data Imputation   Kim Eden  전자통신동향분석, v.36, no.4, pp.145-153 원문
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 원문
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 Deep Learning-Based Stroke Disease Prediction System Using Real-Time Bio Signals   최윤아  Sensors, v.21, no.13, pp.1-17 93 원문
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 28 원문
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 22 원문
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 9 원문
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 9 원문
Journal 2021 Integrating Dilated Convolution into DenseLSTM for Audio Source Separation   허운행  Applied Sciences, v.11, no.2, pp.1-19 8 원문
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 원문
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 16 원문
Journal 2020 Improved Recurrent Generative Adversarial Networks with Regularization Techniques and a Controllable Framework   이민혁  Information Sciences, v.538, pp.428-443 12 원문
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 원문
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 원문
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 원문
Journal 2019 Fault Detection and Diagnosis Using Combined Autoencoder and Long Short-Term Memory Network   Pangun Park  Sensors, v.19, no.21, pp.1-17 154 원문
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 원문
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 원문
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 원문
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 원문
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 원문
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 원문
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 원문
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 원문
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 20 원문
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 원문
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 원문
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 원문
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 원문
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 원문
특허 검색결과
Status Year Patent Name Country Family Pat. KIPRIS
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 KIPRIS
Registered 2017 대용량 다차원 시계열 건강 데이터의 복합 차원으로의 축소를 통한 고속 유사 사례 검색 방법 및 그 장치 KOREA KIPRIS
Registered 2020 불규칙한 시간 간격을 갖는 시계열 데이터의 처리 장치 및 이의 동작 방법 KOREA KIPRIS
Registered 2018 사용자 행동의 시계열 분석을 활용한 위험 상황 인지 방법 및 장치 KOREA KIPRIS
Registered 2018 순환신경망 기반 시계열 신호 예측 장치 및 방법 KOREA KIPRIS
Registered 2019 시계열 데이터 처리 장치 및 이의 동작 방법 KOREA KIPRIS
Registered 2018 시계열 데이터 처리 장치 및 이의 동작 방법 KOREA KIPRIS
Registered 2018 시계열 데이터 처리 장치 및 이의 동작 방법 KOREA KIPRIS
Registered 2018 시계열 데이터 처리 장치, 이를 포함하는 건강 예측 시스템, 및 시계열 데이터 처리 장치의 동작 방법 KOREA KIPRIS
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
연구보고서 검색결과
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