Subject

Subjects : Time series data

  • Articles (38)
  • Patents (7)
  • R&D Reports (0)
논문 검색결과
Type Year Title Cited Download
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 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 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 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 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 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 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
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 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
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
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
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 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 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
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 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 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
특허 검색결과
Status Year Patent Name Country Family Pat. KIPRIS
Registered 2021 METHOD AND SYSTEM FOR EXTRACTING MEDIATOR VARIABLE AND MEDIATION INFLUENCE FROM MULTIVARIATE SET UNITED STATES
Registered 2020 불규칙한 시간 간격을 갖는 시계열 데이터의 처리 장치 및 이의 동작 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
연구보고서 검색결과
Type Year Research Project Primary Investigator Download
No search results.