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Subjects : Learning approach

  • Articles (63)
  • Patents (0)
  • R&D Reports (0)
논문 검색결과
Type Year Title Cited Download
Journal 2025 Towards Precise Synchronization under Phase Distortion: Signal Design and Deep Learning   Chang Kapseok  IEEE Transactions on Vehicular Technology, v.74, no.4, pp.6715-6720 0 원문
Journal 2024 GloGen: PPG prompts for few-shot transfer learning in blood pressure estimation   김태로  Computers in Biology and Medicine, v.183, pp.1-9 0 원문
Journal 2024 Learning Decentralized and Scalable Resource Management for Wireless Powered Communication Networks   Kobuljon Ismanov Abdurakhmonovich  IEEE Communications Letters, v.28, no.11, pp.2563-2567 0 원문
Journal 2024 PASS-CCTV: Proactive Anomaly Surveillance System for CCTV Footage Analysis in Adverse Environmental Conditions   Jeon Hobeom  Expert Systems with Applications, v.254, pp.1-15 2 원문
Conference 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
Conference 2024 Dinov2_Mask R-CNN: Self-supervised Instance Segmentation of Diabetic Foot Ulcers   Ban Yun Ji  International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI) 2024, pp.17-28 1 원문
Journal 2024 Liquid‐Metal‐Based Soft Pressure Sensor and Multidirectional Detection by Machine Learning   Osman Gul  ADVANCED MATERIALS TECHNOLOGIES, v.9, no.12, pp.1-11 6 원문
Conference 2024 Time-Varying Constraint-Aware Reinforcement Learning for Energy Storage Control   Jaeik Jeong  International Conference on Learning Representations (ICLR) 2024, pp.1-6
Journal 2024 Integrated Machine Learning Approach for the Early Prediction of Pressure Ulcers in Spinal Cord Injury Patients   Myung-Eun Lim  JOURNAL OF CLINICAL MEDICINE, v.13, no.4, pp.1-18 2 원문
Journal 2024 Integrated Machine Learning Approach for the Early Prediction of Pressure Ulcers in Spinal Cord Injury Patients   김유나  JOURNAL OF CLINICAL MEDICINE, v.13, no.4, pp.1-18 2 원문
Journal 2023 Improving Domain Generalization in Appearance-based Gaze Estimation with Consistency Regularization   Back Moonki  IEEE Access, v.11, pp.137948-137956 2 원문
Journal 2023 Center-Guided Transformer for Panoptic Segmentation   백종현  ELECTRONICS, v.12, no.23, pp.1-13 2 원문
Conference 2023 CSI feedback compression based on deep learning using wavelet transform   Kwon Yong Jin  International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1-4 0 원문
Conference 2023 Human Detection in Infrared Image Using Daytime Model-Based Transfer Learning for Military Surveillance System   Kim Eunseop  International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1306-1308 1 원문
Conference 2023 A Deep Learning Approach Based on Image Patch Sets for Art Forgery Detection   Jung Soonchul  International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1828-1831 2 원문
Conference 2023 Distributed Learning-Based Intrusion Detection in 5G and Beyond Networks   Park Cheolhee  European Conference on Networks and Communications (EuCNC) 2023, pp.490-495 7 원문
Conference 2023 Development of Real-world Fallen Person Detection using Multi-task Learning   부원국  대한전자공학회 학술 대회 (하계) 2023, pp.1125-1128
Journal 2023 Ensemble graph neural network model for classification of major depressive disorder using whole-brain functional connectivity   Sujitha Venkatapathy  Frontiers in Psychiatry, v.14, pp.1-10 21 원문
Conference 2023 Uncertainty-Resolving Questions for Social Robots   신민정  International Conference on Human-Robot Interaction (HRI) 2023, pp.226-230 4 원문
Journal 2023 An end-to-end deep learning approach for real-time single image dehazing   Jeong Chi Yoon  Journal of Real-Time Image Processing, v.20, no.1, pp.1-11 16 원문
Journal 2022 A machine learning approach for ball milling of alumina ceramics   Yu Jungwon  International Journal of Advanced Manufacturing Technology, v.123, no.11-12, pp.4293-4308 1 원문
Conference 2022 Displacement Detection of Wooden Cultural Properties Using Unsupervised Learning   Park Jungwoo  International Conference on Consumer Electronics (ICCE) 2022 : Asia, pp.302-305 1 원문
Conference 2022 Predictive Mechanism for Server Health Check: Network Packet-Flow Learning Approach   Son Seung Chul  International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.2095-2097 0 원문
Journal 2022 Attack Graph Generation with Machine Learning for Network Security   Koo Ki Jong  Electronics, v.11, no.9, pp.1-25 9 원문
Journal 2022 Understanding Postal Delivery Areas in the Republic of Korea Using Multiple Unsupervised Learning Approaches   Keejun Han  ETRI Journal, v.44, no.2, pp.232-243 3 원문
Journal 2022 Optimal Resource Allocation Considering Non-Uniform Spatial Traffic Distribution in Ultra-Dense Networks: A Multi-Agent Reinforcement Learning Approach   김은진  IEEE Access, v.10, pp.20455-20464 16 원문
Journal 2021 Avoiding collaborative paradox in multi‐agent reinforcement learning   Hyunseok Kim  ETRI Journal, v.43, no.6, pp.1004-1012 6 원문
Conference 2021 Network Anomaly Detection based on GAN with Scaling Properties   Kimhyunjin  International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1-5 5 원문
Conference 2021 A Deep Learning Approach for Robust Target Tracking in a Cluttered Environment   Jaeuk Baek  International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1033-1035 1 원문
Conference 2021 Arrhythmia Detection Using Convolutional Neural Networks with Temporal Attention Mechanism   Muhammad Zubair  International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1101-1103 1 원문
Journal 2021 Deep Learning Methods for Joint Optimization of Beamforming and Fronthaul Quantization in Cloud Radio Access Networks   유대성  IEEE Wireless Communications Letters, v.10, no.10, pp.2180-2184 13 원문
Conference 2021 Feature Engineering-based Short-Term Prediction Model for Postal Parcel Logistics   Kim Eun Hye  International Conference on Machine Learning Technologies (ICMLT) 2021, pp.1-11 2 원문
Journal 2021 Anti-Adaptive Harmful Birds Repelling Method Based on Reinforcement Learning Approach   Cheol Won Lee  IEEE Access, v.9, pp.60533-60563 6 원문
Journal 2021 Two-Stage Classification Method for MSI Status Prediction Based on Deep Learning Approach   이현석  Applied Sciences, v.11, no.1, pp.1-11 9 원문
Journal 2021 Dynamic Inference Approach Based on Rules Engine in Intelligent Edge Computing for Building Environment Control   Wenquan Jin  Sensors, v.21, no.2, pp.1-21 22 원문
Conference 2020 Towards Understanding Architectural Effects on Knowledge Distillation   Ik Hee Shin  International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1144-1146 0 원문
Journal 2020 QoS-Aware Workload Distribution in Hierarchical Edge Clouds: A Reinforcement Learning Approach   Chunglae Cho  IEEE Access, v.8, pp.193297-193313 20 원문
Journal 2020 Multi-agent System and Reinforcement Learning Approach for Distributed Intelligence in a Flexible Smart Manufacturing System   김윤건  Journal of Manufacturing Systems, v.57, pp.440-450 95 원문
Journal 2020 Toward Unbiased Facial Expression Recognition in the Wild via Cross-Dataset Adaptation   Byungok Han  IEEE Access, v.8, pp.159172-159181 16 원문
Journal 2020 Image classification and captioning model considering a CAM‐based disagreement loss   Yoon Yeo Chan  ETRI Journal, v.42, no.1, pp.67-77 8 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 An Analysis of the Effects of Physical Abilities on RTS Game Outcome Using Machine Learning Approach   Daewook Kim  International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.929-933 1 원문
Conference 2019 ML-based Power Seat Control System   Kangwoon Hong  International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1260-1261 2 원문
Conference 2019 A Machine Learning Approach that Meets Axiomatic Properties in Probabilistic Analysis of LTE Spectral Efficiency   Yoon Joo Lee  International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1451-1453 10 원문
Journal 2019 Detection of Major Depressive Disorder from Linear and Nonlinear Heart Rate Variability Features during Mental Task Protocol   변상원  Computers in Biology and Medicine, v.112, pp.1-13 76 원문
Journal 2019 Entropy Analysis of Heart Rate Variability and Its Application to Recognize Major Depressive Disorder: A Pilot Study   변상원  Technology and Health Care, v.27, no.S1, pp.407-424 52 원문
Journal 2019 A Survey of Deep Learning-based Network Anomaly Detection   권동운  Cluster Computing, v.22, no.Supp.1, pp.949-961 507 원문
Journal 2019 Design of Network Threat Detection and Classification based on Machine Learning on Cloud Computing   Kim Hyun Joo  Cluster Computing, v.22, no.Supp.1, pp.2341-2350 38 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 Automatic Detection of Major Depressive Disorder using Electrodermal Activity   Kim Ahyoung  Scientific Reports, v.8, pp.1-9 54 원문
Conference 2018 QoS guaranteed Small Cell ON/OFF Techniques Based on Deep learning   박태윤  International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.805-808
Conference 2018 A Scalable Client-server based Multi-drone Simulation Architecture Supporting Efficient Machine Learning   Lee Soo Jeon  International Conference on Applied Computing (AC) 2018, pp.380-384 1
Conference 2018 Medication Adherence Supporting Model based on Markov Logic Network using Tuberculosis Patients Data   Bumhwi Kim  International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.66-68 0 원문
Conference 2018 Convolutional Recurrent Neural Networks for Urban Sound Classification using Raw Waveforms   Sang Jonghee  European Signal Processing Conference (EUSIPCO) 2018, pp.2444-2448 66 원문
Conference 2018 Machine Learning Approach to Initial Orbit Determination of Unknown LEO Satellites   Lee Byoung-Sun  International Conference on Space Operations (SpaceOps) 2018, pp.1-11 11 원문
Journal 2017 Restricting Answer Candidates Based on Taxonomic Relatedness of Integrated Lexical Knowledge Base in Question Answering   Heo Jeong  ETRI Journal, v.39, no.2, pp.191-201 3 원문
Conference 2017 Measure and Prediction of HEVC Perceptually Lossy/Lossless Boundary QP Values   Qin Huang  Data Compression Conference (DCC) 2017, pp.1-10 33 원문
Journal 2016 Perceptual Quality Driven Frame-Rate Selection (PQD-FRS) for High-Frame-Rate Video   Qin Huang  IEEE Transactions on Broadcasting, v.62, no.3, pp.640-653 18 원문
Journal 2015 Gaussian Process for Predicting CPU Utilization and its Application to Energy Efficiency   Dinh-Mao Bui  Applied Intelligence, v.43, no.4, pp.874-891 15 원문
Conference 2011 A Review of Breast Tissue Classification in Mammograms   Gen sheng Zhang  ACM Research in Applied Computation Symposium (RACS) 2011, pp.232-237 30 원문
Journal 2009 Enhancing Performance with a Learnable Strategy for Multiple Question Answering Modules   Oh Hyo-Jung  ETRI Journal, v.31, no.4, pp.419-428 8 원문
Conference 2006 Domain Issues in Statistical Named Entity Recognition for Biomedical Literature   Lim Jae Soo  International Conference Korean Soceity for Bioinformatics (KSBI) 2006, pp.1-6
Conference 2005 A Memory-based Learning Approach to Reduce False Alarms in Intrusion Detection   Ill-Young Weon  International Conference on Advanced Communication Technology (ICACT) 2005, pp.241-245 2 원문
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