Subject

Subjects : machine Learning

  • Articles (312)
  • Patents (41)
  • R&D Reports (2)
논문 검색결과
Type Year Title Cited Download
Journal 2025 Enhancing flow-through aquaculture system monitoring: A comparative study of machine learning algorithms for missing-data imputation   Shin Hak Jong  Aquaculture, v.601, pp.1-14 0 원문
Journal 2024 Enhancing Channel Estimation in Terrestrial Broadcast Communications Using Machine Learning   Inigo Bilbao  IEEE Transactions on Broadcasting, v.70, no.4, pp.1181-1191 1 원문
Conference 2024 ML2Tuner: Efficient Code Tuning via Multi-Level Machine Learning Models   Cha Joohyoung  Conference on Neural Information Processing Systems (NeurIPS) 2024 : Workshop, pp.1-12
Conference 2024 Enhancing Product Assurance and Reliability through a Machine Learning-Based Data Analysis System   Kim Dohun  IEEE International Conference on Physical Assurance and Inspection of Electronics (PAINE) 2024, pp.1-7 0 원문
Conference 2024 Dome-Shaped Soft Multidirectional Pressure Sensor and Machine Learning Application   Osman Gul  International Conference on Active Materials and Soft Mechatronics (AMSM) 2024, pp.91-92
Conference 2024 Predicting and Optimizing Shrinkage Rates in Zirconia Block Production through Machine Learning   Hyun Jong Kim  International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.221-222
Conference 2024 Considerations of Using the Network Traffic Dataset for Machine Learning Algorithms   Choi Yangseo  International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.427-428 원문
Journal 2024 MLOps Technology Trend Supporting Automatic Generation of Neural Network   Kim Seon-Tae  전자통신동향분석, v.39, no.5, pp.12-20 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
Conference 2024 Enhancing Emergency Situational Awareness Models by Correcting Mislabelled Data   Kwon Eun Jung  International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.1710-1712
Journal 2024 Efcacy of automated machine learning models and feature engineering for diagnosis of equivocal appendicitis using clinical and computed tomography fndings   안주호  Scientific Reports, v.14, pp.1-13 1 원문
Journal 2024 Predicting Startup Success using Two Bias-Free Machine Learning: Resolving Data Imbalance using Generative Adversarial Networks   Park Jungryeol  JOURNAL OF BIG DATA, v.11, pp.1-20 1 원문
Journal 2024 Efcacy of automated machine learning models and feature engineering for diagnosis of equivocal appendicitis using clinical and computed tomography fndings   김일석  Scientific Reports, v.14, pp.1-13 1 원문
Conference 2024 A Case Study on the Generation of Big Data and Carbon Dioxide Concentration Analysis on Office Air Quality Using a Simple Monitor System   Yo Han Choi  International Conference on Big Data Applications and Services (BigDAS) 2024, pp.9-16
Conference 2024 FusionFlow: Accelerating Data Preprocessing for Machine Learning with CPU-GPU Cooperation   김태윤  International Conference on Very Large DataBases (VLDB) 2024, pp.863-876 0 원문
Conference 2024 Congestion or No Congestion: Packet Loss Identification and Prediction Using Machine Learning   Ali Inayat  International Conference on Platform Technology and Service (PlatCon) 2024, pp.72-76
Conference 2024 Machine Learning Model for Detecting Leakage in Water Distribution Networks Through Road Surface Leakage Noise Analysis: Feature Extraction Using Fourier Transform and MFCC   김현준  International Conference on Platform Technology and Service (PlatCon) 2024, pp.232-235
Conference 2024 Constrained Approximate Query Processing with Error and Response Time-Bound Guarantees for Efficient Big Data Analytics   Kim Sung-Soo  International Symposium on High-Performance Parallel and Distributed Computing (HPDC) 2024, pp.373-376 0 원문
Conference 2024 Liquid-Metal-Based Soft Multidirectional Pressure Sensor with Machine Learning Application for Direction and Magnitude Discrimination   Osman Gul  Global Conference on Innovation Materials (GCIM) 2024, pp.1-1
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 5 원문
Conference 2024 Machine learning-based fMRI feature extraction of major depressive disorders   이지원  Annual Meeting of the Organization for Human Brain Mapping (OHBM) 2024, pp.2305-2306
Conference 2024 Linear Parameter Estimation Using PhysicsInformed Machine Learning Algorithm for Leader Follower Tracking   이상문  International Conference on Robotics and Automation (ICRA) 2024, pp.1-1
Journal 2024 PUF-Based Robust and Anonymous Authentication and Key Establishment Scheme for V2G Networks   Yusungjin  IEEE Internet of Things Journal, v.11, no.9, pp.15450-15464 16 원문
Journal 2024 Glass Box Machine Learning for Retrospective Cohort Studies Using Many Patient Records. The Complex Example of Bleeding Peptic Ulcer   Barry Robson  Computers in Biology and Medicine, v.173, pp.1-20 0 원문
Journal 2024 Bi‐LSTM model with time distribution for bandwidth prediction in mobile networks   Kang Yoo Hwa  ETRI Journal, v.46, no.2, pp.205-217 3 원문
Journal 2024 Bi‐LSTM model with time distribution for bandwidth prediction in mobile networks   이현지  ETRI Journal, v.46, no.2, pp.205-217 3 원문
Conference 2024 Liquid-Metal-Based All-Soft Pressure Sensor and Machine Learning Application for Multidirectional Detection   Osman Gul  Materials Research Society (MRS) Meeting 2024 (Spring), pp.1-1
Journal 2024 Deep Reinforcement Learning-Empowered Cost-Effective Federated Video Surveillance Management Framework   Dilshod Bazarov Ravshan Ugli  Sensors, v.24, no.7, pp.1-19 0 원문
Conference 2024 Performance Evaluation of Machine Learning Model for Snow and Cloud Differentiation   Jin Donghyun  International Symposium on Remote Sensing (ISRS) 2024, pp.129-129
Conference 2024 Pre-echo reduction in transform audio coding via temporal envelope control with machine learning based estimation   김재원  International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2024, pp.1-5
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 4 원문
Journal 2024 FTN-Based Non-Orthogonal Signal Detection Technique With Machine Learning in Quasi-Static Multipath Channel   Baek Myung-Sun  IEEE Transactions on Broadcasting, v.70, no.1, pp.78-86 6 원문
Journal 2024 ML- and LSTM-Based Radiator Predictive Maintenance for Energy Saving in Compressed Air Systems   전승현  Energies, v.17, no.6, pp.1-12 3 원문
Journal 2024 Anti-spoofing for Fingerprint Recognition Using Electric Body Pulse Response   Kang Tae Wook  IEEE Internet of Things Journal, v.11, no.4, pp.5993-6006 2 원문
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 1 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 1 원문
Journal 2024 Joint Edge Server Selection and Data Set Management for Federated-Learning-Enabled Mobile Traffic Prediction   김도연  IEEE Internet of Things Journal, v.11, no.3, pp.4971-4986 8 원문
Journal 2024 A Spatially Selective Electroactive‐Actuating Adhesive Electronics for Multi‐Object Manipulation and Adaptive Haptic Interaction   전승환  Advanced Functional Materials, v.34, no.6, pp.1-10 7 원문
Journal 2024 A Spatially Selective Electroactive‐Actuating Adhesive Electronics for Multi‐Object Manipulation and Adaptive Haptic Interaction   황귀원  Advanced Functional Materials, v.34, no.6, pp.1-10 7 원문
Journal 2024 Joint Edge Server Selection and Data Set Management for Federated-Learning-Enabled Mobile Traffic Prediction   Seungjae Shin  IEEE Internet of Things Journal, v.11, no.3, pp.4971-4986 8 원문
Journal 2024 Implementation of Device-adaptive neural network Generation and Deployment   Kim Seon-Tae  전자공학회논문지, v.61, no.1, pp.27-33 원문
Conference 2024 Development on Open-RAN Simulator with 5G-LENA   이재욱  International Conference on Information Networking (ICOIN) 2024, pp.176-178
Conference 2024 GC-MVSNet: Multi-View, Multi-Scale, Geometrically-Consistent Multi-View Stereo   Vibhas K. Vats  Winter Conference on Applications of Computer Vision (WACV) 2024, pp.3242-3252 10 원문
Conference 2023 Utilizing Dimensional Emotion Representations in Speech Emotion Recognition   Bautista John Lorenzo  International Conference on Applied Human Factors and Ergonomics (AHFE) 2023, pp.634-641 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
Journal 2023 Trends on Data Management Technology using Artificial Intelligent Technology   Chang Soo Kim  전자통신동향분석, v.38, no.6, pp.22-30 원문
Conference 2023 Privacy-preserving Approximate Query Processing with Differentially Private Generative Models   옥지원  International Conference on Big Data (Big Data) 2023, pp.6242-6244 1 원문
Conference 2023 Learning for Spatio-temporal and Relational Data   Ki-Hyuk Nam  International Conference on Big Data (Big Data) 2023, pp.6239-6241 0 원문
Journal 2023 Trend in eXplainable Machine Learning for Intelligent Self-organizing Networks   Dongseung Kwon  전자통신동향분석, v.38, no.6, pp.95-106 원문
Journal 2023 Denoising Masked Autoencoder-Based Missing Imputation within Constrained Environments for Electric Load Data   Jaeik Jeong  Energies, v.16, no.24, pp.1-18 3 원문
Conference 2023 Liquid-Metal-Based All-Soft Multidirectional Force Sensor and Machine Learning Application for Direction and Force Prediction   Osman Gul  International Conference on Advanced Electromaterials (ICAE) 2023, pp.1-3
Journal 2023 Machine Learning-based Classification Analysis of Knowledge Worker Mental Stress   Hyunsuk Kim  FRONTIERS IN PUBLIC HEALTH, v.11, pp.1-6 0 원문
Conference 2023 Development of AutoML based multifunctional complex dyeing sensor for energy saving   Lee Jeong In  International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1742-1745 0 원문
Conference 2023 Comparison of Leak Detection Techniques Using Water Pipeline Vibration Sensor Data   Kang Mi Seon  International Conference on Consumer Electronics (ICCE) 2023 : Asia, pp.33-36 0 원문
Conference 2023 Study on WiFi-based Indoor Positioning Prediction using Machine Learning Techniques   Park Kyoung Hyun  International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1-4 0 원문
Conference 2023 A Study on the Material Properties and Process Conditions Reasoning using Regression and Classification of Machine Learning   Hyun Jong Kim  International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1298-1302 0 원문
Journal 2023 Research Trends on Quantum Error Decoders for Fault-Tolerant Quantum Computing   Cho Eun Young  전자통신동향분석, v.38, no.5, pp.34-50 원문
Conference 2023 Unidirectional-Edge Detection based Background Subtraction method for Real-time Object Detection in Restricted Environments   Whui Kim  International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1350-1352 0 원문
Conference 2023 Fault Type Classification of Rotating Machinery based on Machine Learning with Fourier Transform Feature Extraction   이민석  International Conference on Consumer Electronics (ICCE) 2023 : Asia, pp.508-511 0 원문
Journal 2023 Trends in Compute Express Link(CXL) Technology   Kim Seon Young  전자통신동향분석, v.38, no.5, pp.23-33 원문
Conference 2023 A study on Prototype Jammer System   Kangwoon Hong  International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1534-1536 0 원문
Conference 2023 Federated Learning in Prediction of Dementia Stage: An Experimental Study   Eom Bo Yun  International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1785-1788 1 원문
Conference 2023 Latent-Variable Classifiers Based on Total Correlation for Dynamic Environments   Kim Cheol Ho  International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.103-105 0 원문
Conference 2023 PINN application for compressible gas flow transient analysis   Sangjoon Lee  International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1703-1708 1 원문
Conference 2023 Environment-adaptive Texture Recognition with Dynamic Ensemble Selection Machine Learning and Multimodal Tactile Sensing Module   Jeongnam Kim  한국센서학회 학술 대회 (추계) 2023, pp.1-1
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
Journal 2023 ML-Based 5G Traffic Generation for Practical Simulations Using Open Datasets   최용훈  IEEE Communications Magazine, v.61, no.9, pp.130-136 7 원문
Conference 2023 Machine Learning for the Prediction of Water Quality for Smart Aquaculture   Daewon Kim  International Conference on Maritime IT Convergence (ICMIC) 2023, pp.48-51
Conference 2023 Federated Learning Using Blockchain-based Marketplace   Eom Bo Yun  International Conference on Ubiquitous and Future Networks (ICUFN) 2023, pp.795-797 0 원문
Conference 2023 A Study on Latency Prediction in 5G network   Seung Han Choi  International Conference on Ubiquitous and Future Networks (ICUFN) 2023, pp.713-715 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 7 원문
Journal 2023 Trends in Development of Intelligent Response Technology for 112 and 119 Emergency Calls   Lee Minjung  전자통신동향분석, v.38, no.3, pp.57-65 원문
Conference 2023 Anomaly Detection in Scientific Datasets using Sparse Representation   Moon Ae Kyeung  International Symposium on High-Performance Parallel and Distributed Computing (HPDC) 2023, pp.13-18 2 원문
Journal 2023 Tensor slicing and optimization for multicore NPUs   Rafael Sousa  Journal of Parallel and Distributed Computing, v.175, pp.66-79 4 원문
Journal 2023 Low‐Power, Multi‐Transduction Nanosensor Array for Accurate Sensing of Flammable and Toxic Gases   강민구  SMALL METHODS, v.7, no.3, pp.1-11 13 원문
Conference 2023 Noise Endurable Texture Recognition with a Visuo-tactile Sensing Module and Machine Learning   Jeongnam Kim  한국센서학회 학술 대회 (춘계) 2023, pp.1-1
Journal 2023 Comparative analysis of photovoltaic performance metrics for reliable performance loss rate   Lee Hyun Yong  IET Renewable Power Generation, v.17, no.4, pp.1008-1019 1 원문
Journal 2023 Machine Learning‐Based Solution for Thermomechanical Analysis of MMIC Packaging   강수민  ADVANCED MATERIALS TECHNOLOGIES, v.8, no.5, pp.1-8 2 원문
Journal 2023 Low‐Power, Multi‐Transduction Nanosensor Array for Accurate Sensing of Flammable and Toxic Gases   Dionisio Valentin Del Orbe Hen  SMALL METHODS, v.7, no.3, pp.1-11 13 원문
Journal 2023 Heterogeneous Structure Omnidirectional Strain Sensor Arrays With Cognitively Learned Neural Networks   허재상  Advanced Materials, v.35, no.13, pp.1-11 62 원문
Journal 2023 Heterogeneous Structure Omnidirectional Strain Sensor Arrays With Cognitively Learned Neural Networks   Kim Seong Hyun  Advanced Materials, v.35, no.13, pp.1-11 62 원문
Journal 2023 Heterogeneous Structure Omnidirectional Strain Sensor Arrays With Cognitively Learned Neural Networks   이준호  Advanced Materials, v.35, no.13, pp.1-11 62 원문
Journal 2023 Automated detection of panic disorder based on multimodal physiological signals using machine learning   Jang Eun Hye  ETRI Journal, v.45, no.1, pp.105-118 6 원문
Journal 2023 Study on the Take‐over Performance of Level 3 Autonomous Vehicles Based on Subjective Driving Tendency Questionnaires and Machine Learning Methods   Hyunsuk Kim  ETRI Journal, v.45, no.1, pp.75-92 5 원문
Journal 2023 Applicability of Machine-Learned Regression Models to Estimate Internal Air Temperature and CO2 Concentration of a Pig House   Ukhyeon Yeo  Agronomy, v.13, no.2, pp.1-17 6 원문
Conference 2023 Analysis on the Neural Network-aided Satellite Resource Allocation Schemes   조규성  International Conference on Electronics, Information and Communication (ICEIC) 2023, pp.77-80 2 원문
Conference 2023 Low-Likelihood EBM Samples for Out-of-Distribution Detection   Assefa Seyoum Wahd  영상처리 및 이해에 관한 워크샵 (IPIU) 2023, pp.1-6
Journal 2023 Automatic Depression Detection Using Smartphone-Based Text-Dependent Speech Signals: Deep Convolutional Neural Network Approach   Kim Ahyoung  Journal of Medical Internet Research, v.25, pp.1-17 28 원문
Journal 2023 Data Distribution-Aware Online Client Selection Algorithm for Federated Learning in Heterogeneous Networks   Jaewook Lee  IEEE Transactions on Vehicular Technology, v.72, no.1, pp.1127-1136 22 원문
Journal 2023 3D Measurement Using a Single Image for Smart Manufacturing of Microscopic Products in a Ceramic Powder Pressing Process   Hyejin S. Kim  International Journal of Precision Engineering and Manufacturing-Green Technology, v.10, no.1, pp.233-243 5 원문
Conference 2022 Exploiting Machine Learning Models for Approximate Query Processing   Lee Taewhi  International Conference on Big Data (Big Data) 2022, pp.6734-6736 4 원문
Conference 2022 3D profile detection for multiple-branch wire harness with utilization of machine learning in point cloud analysis   T. P. Nguyen  한국소성가공학회 학술 대회 (추계) 2022, pp.1-1
Conference 2022 Symmetry Preprocessing Architecture for Neural Network Quantum Error Decoder   Cho Eun Young  International Conference on Internet (ICONI) 2022, pp.274-276
Journal 2022 Biomedical Text NER Tagging Tool with Web Interface for Generating BERT-Based Fine-Tuning Dataset   박연지  Applied Sciences, v.12, no.23, pp.1-13 2 원문
Journal 2022 Editorial: Social human-robot interaction (sHRI) of human-care service robots   Minsu Jang  Frontiers in Robotics and AI, v.9, pp.1-3 1 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 0 원문
Journal 2022 Dynamic power and bandwidth allocation for DVB‐based LEO satellite systems   Satya Chan  ETRI Journal, v.44, no.6, pp.955-965 5 원문
Journal 2022 Classification Framework of the Bearing Faults of an Induction Motor Using Wavelet Scattering Transform-Based Features   Rafia Nishat Toma  Sensors, v.22, no.22, pp.1-21 24 원문
Journal 2022 Path Loss Model Based on Machine Learning Using Multi-Dimensional Gaussian Process Regression   장기정  IEEE Access, v.10, pp.115061-115073 11 원문
Journal 2022 Brain-inspired Predictive Coding Improves the Performance of Machine Challenging Tasks   이장호  Frontiers in Computational Neuroscience, v.16, pp.1-14 1 원문
Conference 2022 A Study on NeRF-based Synthetic Image Generation and Post-processing Method for Object Detection   Moon Sung-Won  International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1560-1562 1 원문
Conference 2022 Correlation Analysis of Usage Pattern in Home Appliance with Boosting Algorithm   Joa Hyoung Lee  International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.2326-2329 1 원문
Conference 2022 Fall Detection based on Interpretation of Important Features with Wrist-Wearable Sensors   Jeongkyun Kim  International Conference on Mobile Computing and Networking (MobiCom) 2022, pp.823-825 3 원문
Conference 2022 Analysis of Intrusion Detection Performance by Smoothing Factor of Gaussian NB Model Using Modified NSL-KDD Dataset   Kijung Bong  International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1471-1476 6 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
Conference 2022 Design and Implementation of Network Data Analytics Function in 5G   이승현  International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.757-759 6 원문
Journal 2022 Breath analyzer for personalized monitoring of exercise-induced metabolic fat burning   Dionisio Valentin Del Orbe Hen  Sensors and Actuators B : Chemical, v.369, pp.1-9 6 원문
Journal 2022 Breath analyzer for personalized monitoring of exercise-induced metabolic fat burning   Park Hyung Ju  Sensors and Actuators B : Chemical, v.369, pp.1-9 6 원문
Conference 2022 Designing ML-based Approximate Query Processing Services on Time-Varying Large Dataset for Distributed Systems   Ki-Hyuk Nam  International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1979-1982 1 원문
Journal 2022 Trend of Edge Machine Learning as-a-Service   Na Jung-Chan  전자통신동향분석, v.37, no.5, pp.44-53 원문
Conference 2022 Detecting In-Game Play Event in Live Esports Stream   Seung-Jin Hong  International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1929-1931 3 원문
Conference 2022 Improving Text Classification Performance through Data Labeling Adjustment   Kwon Eun Jung  International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.2277-2279 1 원문
Journal 2022 Multichannel Acoustic Spectroscopy of the Human Body for Inviolable Biometric Authentication   Noh Hyung Wook  Biosensors, v.12, no.9, pp.1-22 4 원문
Journal 2022 SMaTE: A Segment-Level Feature Mixing and Temporal Encoding Framework for Facial Expression Recognition   Cho Sukhee  Sensors, v.22, no.15, pp.1-19 3 원문
Journal 2022 SMaTE: A Segment-Level Feature Mixing and Temporal Encoding Framework for Facial Expression Recognition   Nayeon Kim  Sensors, v.22, no.15, pp.1-19 3 원문
Conference 2022 Improvement of Clustering for Unsupervised Machine Learning by Feature Extraction Technique   Kim Gwangwon  한국전기전자학회 학술 대회 (하계) 2022, pp.1-4
Journal 2022 Artificial Intelligence Applications on Mobile Telecommunication Systems   Yeh Choongil  전자통신동향분석, v.37, no.4, pp.60-69 원문
Journal 2022 Management of Distributed Renewable Energy Resources with the Help of a Wireless Sensor Network   Sarvar Hussain Nengroo  Applied Sciences, v.12, no.14, pp.1-25 17 원문
Journal 2022 Machine Learning-Based Vision-Aided Beam Selection for mmWave Multiuser MISO System   안혜민  IEEE Wireless Communications Letters, v.11, no.6, pp.1263-1267 10 원문
Journal 2022 Time-Invariant Features-Based Online Learning for Long-Term Notification Management: A Longitudinal Study   Lee Jemin  Applied Sciences, v.12, no.11, pp.1-12 0 원문
Journal 2022 Classifying Gas Data Measured Under Multiple Conditions Using Deep Learning   이호중  IEEE Access, v.10, pp.68138-68150 2 원문
Journal 2022 Intelligent Low Complexity Resource Allocation Method for Integrated Satellite-Terrestrial Systems   Satya Chan  IEEE Wireless Communications Letters, v.11, no.5, pp.1087-1091 21 원문
Journal 2022 Highly Efficient Audio Coding with Blind Spectral Recovery Based on Machine Learning   김재원  IEEE Signal Processing Letters, v.29, pp.1212-1216 4 원문
Conference 2022 Machine Learning-Based Solutions for Thermo-Mechanical Reliability of GaN MMIC Power Amplifiers   강수민  Materials Research Society (MRS) Meeting 2022 (Spring), pp.1-1
Journal 2022 Attack Graph Generation with Machine Learning for Network Security   Koo Ki Jong  Electronics, v.11, no.9, pp.1-25 8 원문
Journal 2022 AI-Based Stroke Disease Prediction System Using ECG and PPG Bio-Signals   Yu Jae Hak  IEEE Access, v.10, pp.43623-43638 51 원문
Journal 2022 Prediction of Poststroke Depression Based on the Outcomes of Machine Learning Algorithms   김서영  Journal of Clinical Medicine, v.11, no.8, pp.1-21 16 원문
Journal 2022 Prediction of Poststroke Depression Based on the Outcomes of Machine Learning Algorithms   류영환  Journal of Clinical Medicine, v.11, no.8, pp.1-21 16 원문
Journal 2022 AI-based Stroke Prediction System Using Body Motion Biosignals during Walking   Yu Jae Hak  Journal of Supercomputing, v.78, no.6, pp.8867-8889 6 원문
Journal 2021 Evaluating Differentially Private Generative Adversarial Networks Over Membership Inference Attack   Park Cheolhee  IEEE Access, v.9, pp.167412-167425 5 원문
Conference 2021 TTL-Based Cache Utility Maximization Using Deep Reinforcement Learning   Chunglae Cho  Global Communications Conference (GLOBECOM) 2021, pp.1-6 5 원문
Journal 2021 Trends of Aircraft Safety Data and Analysis Methods   Kim Ji Yeon  전자통신동향분석, v.36, no.6, pp.55-66 원문
Conference 2021 Quantum Key Distribution Networks for Trusted 5G and Beyond: An ITU-T Standardization Perspective   Taesang Choi  ITU Kaleidoscope Academic Conference 2021, pp.1-8 3 원문
Journal 2021 Patent Trends on Machine Learning for Self-Organizing Network   Dongseung Kwon  한국통신학회논문지, v.46, no.12, pp.2372-2382 0 원문
Conference 2021 A Study on ML Model Performance Analysis According to Multiple Levels of Learning Data for Building Energy Consumption Prediction   Kim Tae Hyung  International Conference on Ubiquitous Information Technologies and Applications (CUTE) 2021, pp.1-6
Journal 2021 Battery State-of-Health Estimation Using Machine Learning and Preprocessing with Relative State-of-Charge   Sungwoo Jo  Energies, v.14, no.21, pp.1-16 43 원문
Conference 2021 Boosting Algorithm based Analysis of Energy Consumption Pattern in Home   Joa Hyoung Lee  대한전자공학회 학술 대회 (추계) 2021, pp.2557-2560
Journal 2021 Machine Learning-Based Classification of Dependence in Ambulation in Stroke Patients Using Smartphone Video Data   Lee Jong Taek  Journal of Personalized Medicine, v.11, no.11, pp.1-11 8 원문
Journal 2021 Machine Learning-Based Classification of Dependence in Ambulation in Stroke Patients Using Smartphone Video Data   박은희  Journal of Personalized Medicine, v.11, no.11, pp.1-11 8 원문
Conference 2021 Multi-feature based Object Classification using Flexible Gloves inspired by Human Grasping   Yulim Min  International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1728-1730 0 원문
Conference 2021 Wi-SUN Device Authentication using Physical Layer Fingerprint   Oh Mi Kyung  International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.160-162 4 원문
Journal 2021 Research Trends on Deep Learning for Anomaly Detection of Aviation Safety   Park Noh-Sam  전자통신동향분석, v.36, no.5, pp.82-91 원문
Conference 2021 The Empirical Evaluation of Machine Learning Models Predicting Round-Trip Time in Cellular Network   Seung Han Choi  International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1374-1376 2 원문
Conference 2021 Machine Learning-based Texture Recognition with Highly Sensitive Piezoelectric Tactile Sensor   Yulim Min  한국센서학회 학술 대회 (추계) 2021, pp.81-81
Journal 2021 Smart Policing Technique With Crime Type and Risk Score Prediction Based on Machine Learning for Early Awareness of Risk Situation   Baek Myung-Sun  IEEE Access, v.9, pp.131906-131915 22 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 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 Study on Fire Prediction Method Using Air Quality Measurement Sensors of Smart Indoor Parking Lot   Kim Eun Joo  International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1134-1136 0 원문
Conference 2021 Highly Accurate Texture Classification with a Multimodal Tactile Sensing Module and Machine Learning   Jeongnam Kim  한국센서학회 학술 대회 (추계) 2021, pp.84-84
Journal 2021 ETLi: Efficiently Annotated Traffic LiDAR Dataset using Incremental and Suggestive Annotation   Kang Jungyu  ETRI Journal, v.43, no.4, pp.630-639 6 원문
Conference 2021 Automatic Stroke Medical Ontology Augmentation with Standard Medical Terminology and Unstructured Textual Medical Knowledge   Kwon Soon Hyun  International Conference on Platform Technology and Service (PlatCon) 2021, pp.19-23 3 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 Measurement and Analysis of Human Body Channel Response for Biometric Recognition   Kang Tae Wook  IEEE Transactions on Instrumentation and Measurement, v.70, pp.1-12 11 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 24 원문
Journal 2021 Evaluations of AI‐based malicious PowerShell detection with feature optimizations   Jihyeon Song  ETRI Journal, v.43, no.3, pp.549-560 16 원문
Journal 2021 Boreholes Data Analysis Architecture Based on Clustering and Prediction Models for Enhancing Underground Safety Verification   Naeem Iqbal  IEEE Access, v.9, pp.78428-78451 10 원문
Journal 2021 AIR-Act2Act: Human–human interaction dataset for teaching non-verbal social behaviors to robots   Woori Ko  The International Journal of Robotics Research, v.40, no.4-5, pp.691-697 24 원문
Journal 2021 Quantum State Learning via Single-Shot Measurements   이상민  Physical Review Letters, v.126, pp.1-5 2 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 Trends in Low-Power On-Device Vision SW Framework Technology   Lee Moonsoo  전자통신동향분석, v.36, no.2, pp.56-64 원문
Journal 2021 MLOps Execution Strategy   Cho Seong Ik  주간기술동향, v.1985, pp.2-16
Journal 2021 Machine-Learning-Based Elderly Stroke Monitoring System Using Electroencephalography Vital Signals   Choi Yoona  Applied Sciences, v.11, no.4, pp.1-18 34 원문
Conference 2020 A Practical Data Preparation Approach for Machine Learning over Heterogeneous Data Sources   Lee Taewhi  International Conference on Internet (ICONI) 2020, pp.1-2
Journal 2020 Machine-Learning-Based User Group and Beam Selection for Coordinated Millimeter-wave Systems   주상임  International Journal of Advanced Smart Convergence, v.9, no.4, pp.156-166 원문
Conference 2020 Fast Idle-and-Go Algorithm and Estimated Curvature to Objective function for control to Learning rate in Machine Learning   Jinwuk Seok  대한전자공학회 학술 대회 (추계) 2020, pp.608-611
Conference 2020 Attrack Graph Learning with Machine Lerning   Koo Ki Jong  International Conference on Multimedia Information Technology and Applications (MITA) 2020, pp.97-98
Conference 2020 The Method for Providing of Parking Location Guidance Service in a Smart Parking Lot   Kim Eun Joo  International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1899-1901 2 원문
Conference 2020 Design and Performance Evaluation of Crime Type and Crime Risk Score Estimation Technique for Fast and Efficient Response of Severe Crimes   Baek Myung-Sun  International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1826-1828 5 원문
Conference 2020 Machine Learning-based Analysis of Correlation between Energy Consumption Data of the Company and its Sales   Lee Jungi  International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1258-1260 0 원문
Conference 2020 Enhancing Prediction of Chlorophyll-a Concentration with Feature Extraction using Higher-Order Partial Least Squares   Lee Taewhi  International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1666-1668 5 원문
Journal 2020 Research Status on Machine Learning for Self-Healing of Mobile Communication Network   Dongseung Kwon  전자통신동향분석, v.35, no.5, pp.30-42 원문
Journal 2020 Physical-Layer Technology Trend and Prospect for AI-based Mobile Communication   Chang Kapseok  전자통신동향분석, v.35, no.5, pp.14-29 원문
Journal 2020 A supervised‐learning‐based spatial performance prediction framework for heterogeneous communication networks   Shubhabrata Mukherjee  ETRI Journal, v.42, no.5, pp.686-699 4 원문
Journal 2020 AI-based Stroke Disease Prediction System Using Real-Time Electromyography Signals   Yu Jae Hak  Applied Sciences, v.10, no.19, pp.1-19 65 원문
Conference 2020 The Present and Future of Continual Learning   Heechul Bae  International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1193-1195 2 원문
Conference 2020 End-to-End Learning of Social Behaviors for Humanoid Robots   Woori Ko  International Conference on Systems, Man, and Cybernetics (SMC) 2020, pp.1-6 7 원문
Conference 2020 PUF-based Authentication Scheme for IoT Devices   Yoon Seung Yong  International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1792-1794 18 원문
Journal 2020 A supervised‐learning‐based spatial performance prediction framework for heterogeneous communication networks   Taesang Choi  ETRI Journal, v.42, no.5, pp.686-699 4 원문
Conference 2020 The Empirical Evaluation of Models Predicting Bike Sharing Demand   Seung Han Choi  International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1560-1562 7 원문
Journal 2020 Research Status on Machine Learning for Self-Organizing Network - II   Dongseung Kwon  전자통신동향분석, v.35, no.4, pp.115-134 원문
Journal 2020 Research Status of Machine Learning for Self-Organizing Network - I   Dongseung Kwon  전자통신동향분석, v.35, no.4, pp.103-114 원문
Journal 2020 Toward Unbiased Facial Expression Recognition in the Wild via Cross-Dataset Adaptation   Byungok Han  IEEE Access, v.8, pp.159172-159181 13 원문
Journal 2020 Drone Simulation Technologies   Lee Soo Jeon  전자통신동향분석, v.35, no.4, pp.81-90 원문
Journal 2020 Multi-Agent Reinforcement-Learning-Based Time-Slotted Channel Hopping Medium Access Control Scheduling Scheme   Park Hui Ung  IEEE Access, v.8, pp.139727-139736 24 원문
Journal 2020 Towards Enabling Critical mMTC: A Review of URLLC Within mMTC   Shiva Raj Pokhrel  IEEE Access, v.8, pp.131796-131813 140 원문
Journal 2020 An Elderly Health Monitoring System Using Machine Learning and In-Depth Analysis Techniques on the NIH Stroke Scale   Yu Jae Hak  Mathematics, v.8, no.7, pp.1-16 34 원문
Journal 2020 A Comparative Study on Collision Detection Algorithms based on Joint Torque Sensor using Machine Learning   조성현  로봇학회논문지, v.15, no.2, pp.169-176 원문
Journal 2020 Posture Recognition Using Ensemble Deep Models under Various Home Environments   변영현  Applied Sciences, v.10, no.4, pp.1213-28 27 원문
Conference 2019 ECG-based Emotion Classification using Optimized Machine Learning Techniques   Ga Gue Kim  International Symposium on Advanced Intelligent Systems (ISIS) 2019 / International Conference on Biometrics and Kansei Engineering (ICBAKE) 2019, pp.500-507
Journal 2019 A Survey on Deep Reinforcement Learning Libraries   Seungjae Shin  전자통신동향분석, v.34, no.6, pp.87-99 원문
Journal 2019 Cyber Threat Detection Based on Artificial Neural Networks Using Event Profiles   Jong-Hoon Lee  IEEE Access, v.7, pp.165607-165626 111 원문
Conference 2019 Study on Quantized Learning for Machine Learning Equation in an Embedded System   Jinwuk Seok  대한전자공학회 학술 대회 (추계) 2019, pp.675-678
Conference 2019 Sensor Data based Work Area Environment Risk Prediction and Monitoring in the Shipbuilding   Jaemyoung Kim  International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.906-909 3 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 Gear Reducer Fault Diagnosis Using Learning Model for Spectral Density of Acoustic Signal   Oh Se Won  International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1027-1029 8 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
Conference 2019 A Study on Traffic Characteristics for Anomaly Detection of Ethernet-based IVN   Boo-Sun Jeon  International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.951-953 9 원문
Conference 2019 SAE Level 3 Autonomous Driving Technology of the ETRI   Min Kyoung-Wook  International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.464-466 19 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 Empirical Evaluation of Activation Functions and Kernel Initializers on Deep Reinforcement Learning   Jang Sooyoung  International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1140-1142 7 원문
Conference 2019 The Method for Hierarchical Context Awareness based on Activity Recognition   Kim Eun Joo  International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.974-976 1 원문
Conference 2019 A Brief Survey on Contemporary Methods for Anomaly Detection in Videos   Muhammad Zaigham Zaheer  International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.472-473 15 원문
Conference 2019 A Study on Feature Selection Using Random Forest for Stock Prediction   Lee Ji-Sung  International Conference on Control, Automation and Systems (ICCAS) 2019, pp.1-3
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 74 원문
Journal 2019 Efficient Privacy-Preserving Machine Learning for Blockchain Network   김현일  IEEE Access, v.7, pp.136481-136495 107 원문
Journal 2019 Recent Trends and Prospects of 3D Content Using Artificial Intelligence Technology   Lee Seung Wook  전자통신동향분석, v.34, no.4, pp.15-22 원문
Journal 2019 Recent Research & Development Trends in Automated Machine Learning   Moon Yong Hyuk  전자통신동향분석, v.34, no.4, pp.32-42 원문
Journal 2019 Research Trends of Ultra-reliable and Low-latency Machine Learning-based Wireless Communication Technology   Lee Hyun  전자통신동향분석, v.34, no.3, pp.93-105 원문
Journal 2019 Multi-Scale Detector for Accurate Vehicle Detection in Traffic Surveillance Data   Kim Kwangju  IEEE Access, v.7, pp.78311-78319 67 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 50 원문
Conference 2019 An Implementation of a Service Selection Engine for Human-care Service Robot Using ROS   Choulsoo Jang  International Conference on Ubiquitous Robots (UR) 2019, pp.485-488
Conference 2019 Learning Based Character Segmentation Method for Various License Plates   Kim Pyongkun  International Conference on Machine Vision Applications (MVA) 2019, pp.1-6 3 원문
Journal 2019 A Parameterized Model to Select Discriminating Features on Keystroke Dynamics Authentication on Smartphones   이현구  Pervasive and Mobile Computing, v.54, pp.45-57 14 원문
Conference 2019 Modelling Chlorophyll-a Concentration using Deep Neural Networks considering Extreme Data Imbalance and Skewness   Jang-Ho Choi  International Conference on Advanced Communications Technology (ICACT) 2019, pp.631-634 31 원문
Conference 2019 Object Pose Estimation by Contour Segment Matching   Jeon Seohyun  International Workshop on Frontiers of Computer Vision (IW-FCV) 2019, pp.1-3
Journal 2019 Recent Trends of Hyperspectral Imaging Technology   Lee Mun Seob  전자통신동향분석, v.34, no.1, pp.86-97 원문
Conference 2019 A Study on Feature Extraction Methods Used to Estimate a Driver’s Level of Drowsiness   Lee Kyong Hee  International Conference on Advanced Communications Technology (ICACT) 2019, pp.710-713 14 원문
Journal 2019 Trend of Utilization of Machine Learning Technology for Digital Healthcare Data Analysis   Young Choon Woo  전자통신동향분석, v.34, no.1, pp.98-110 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 37 원문
Journal 2019 A Survey of Deep Learning-based Network Anomaly Detection   권동운  Cluster Computing, v.22, no.Supp.1, pp.949-961 475 원문
Conference 2019 Design of Analog and Digital Hybrid MAC Circuit for Artificial Neural Networks   Park Ki Hyuk  International Conference on Electronics, Information and Communication (ICEIC) 2019, pp.621-623 3 원문
Conference 2019 머신러닝 기법을 이용한 NIHSS의 의미적 분석   Yu Jae Hak  International Conference on Platform Technology and Service (PlatCon) 2019, pp.82-86 15 원문
Journal 2018 Automatic Detection of Major Depressive Disorder using Electrodermal Activity   Kim Ahyoung  Scientific Reports, v.8, pp.1-9 52 원문
Conference 2018 Building Datasets for Training Robots’ Social Intelligence   Minsu Jang  International Conference on Social Robotics (ICSR) 2018: Workshop, pp.1-3
Conference 2018 Ensemble Grid Formation to Detect Potential Anomalous Regions Using Context Encoders   Muhammad Zaigham Zaheer  International Conference on Control, Automation and Systems (ICCAS) 2018, pp.661-665 0
Journal 2018 Deep Learning-based Classification with Improved Time Resolution for Physical Activities of Children   Jang Yongwon  PeerJ, v.6, pp.1-23 11 원문
Conference 2018 A study on Improvement of Resource Efficiency for IoT-based Pipe Leak Detection   Oh Se Won  International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1423-1425 2 원문
Conference 2018 Social Link Prediction and Feature Analysis in Mobile Game   Daewook Kim  International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.906-909 2 원문
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 0
Conference 2018 An Approach on a Combination of Higher-order Statistics and Higher-order Differential Energy Operator for Detecting Pathological Voice with Machine Learning   Jihye Moon  International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.46-51 11 원문
Journal 2018 Trends on Object Detection Techniques Based on Deep Learning   Jinsu Lee  전자통신동향분석, v.33, no.4, pp.23-32 원문
Conference 2018 Performance Study of Spark on YARN Cluster using HiBench   Ahn Hoo Young  International Conference on Consumer Electronics (ICCE) 2018 : Asia, pp.206-212 3 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 9 원문
Journal 2018 Soft Memory Box: A Virtual Shared Memory Framework for Fast Deep Neural Network Training in Distributed High Performance Computing   Ahn Shin Young  IEEE Access, v.6, pp.26493-26504 16 원문
Journal 2018 Convolutional Neural Network-based Classification System Design with Compressed Wireless Sensor Network Images   안정모  PLOS ONE, v.13, no.5, pp.1-25 28 원문
Journal 2018 Research Trends on Physical Layers in Wireless Communications Using Machine Learning   Yun Ho Choi  전자통신동향분석, v.33, no.2, pp.39-47 원문
Conference 2018 SNN-Cache: A Practical Machine Learning-based Caching System Utilizing the Inter-relationships of Requests   임영빈  Conference on Information Sciences and Systems (CISS) 2018, pp.1-6 13 원문
Conference 2018 General Labelled Data Generator Framework for Network Machine Learning   Kim Kwihoon  International Conference on Advanced Communications Technology (ICACT) 2018, pp.1-5 5 원문
Journal 2018 Acoustic Data Condensation to Enhance Pipeline Leak Detection   Oh Se Won  Nuclear Engineering and Design, v.327, pp.198-211 30 원문
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 2018 A Comparative Study on Preprocessing Methods for Object Tracking in Sports Events   Moon Sung-Won  International Conference on Advanced Communications Technology (ICACT) 2018, pp.460-462 8 원문
Conference 2018 A Human Activity Recognition-Aware Framework Using Multi-modal Sensor Data Fusion   Kwon Eun Jung  International Conference on Consumer Electronics (ICCE) 2018, pp.1-2 0 원문
Conference 2018 A Design of IoT Based Contextual Adaptation Management System   Kang Hyun-Joong  International Conference on Platform Technology and Service (PlatCon) 2018, pp.42-45 0 원문
Conference 2017 A Study of Evaluation Metrics and Datasets for Video Captioning   Park Jaehui  International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS) 2017, pp.172-175 13 원문
Conference 2017 Comparative Analysis of Machine Learning Algorithms to Urban Traffic Prediction   Lee Yong-Ju  International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1035-1037 8 원문
Conference 2017 Physiological Signals and Recognition of Negative Emotions   Park Byoung-Jun  International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1075-1077 15 원문
Conference 2017 Turn-Taking Intention Recognition Using Multimodal Cues in Social Human-Robot Interaction   Park Cheonshu  International Conference on Control, Automation and Systems (ICCAS) 2017, pp.1300-1302 3 원문
Conference 2017 Accelerating Training of DNN in Distributed Machine Learning System with Shared Memory   Eun-Ji Lim  International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1210-1213 7 원문
Journal 2017 A ParaBoost Stereoscopic Image Quality Assessment (PBSIQA) System   Hyunsuk Ko  Journal of Visual Communication and Image Representation, v.45, pp.156-169 9 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 32 원문
Journal 2017 A Machine Learning Approach for Mechanical Motor Fault Diagnosis   Jung Hoon  산업경영시스템학회지, v.40, no.1, pp.57-64 원문
Conference 2017 A Design of Continuous Learning System based on Knowledge Augmentation   Kang Hyun-Joong  International Conference on Platform Technology and Service (PlatCon) 2017, pp.1-4 0 원문
Conference 2017 A Comparative Study on Multi-object Tracking Methods for Sports Events   Moon Sung-Won  International Conference on Advanced Communication Technology (ICACT) 2017, pp.883-885 18 원문
Conference 2017 Scene Boundary Detection with Graph Embedding   Jeongwoo Son  International Conference on Advanced Communication Technology (ICACT) 2017, pp.451-453 3 원문
Conference 2017 A Study on the Virtuous Circle Self-Learning Methods for Knowledge Enhancement   Yu Jae Hak  International Conference on Platform Technology and Service (PlatCon) 2017, pp.46-51 0 원문
Conference 2016 Incremental Self-Evolving Framework for Agent-Based Simulation   Kang Dong-Oh  International Conference on Computational Science and Computational Intelligence (CSCI) 2016, pp.1428-1429 2 원문
Journal 2016 Revisiting the Regression between Raw Outputs of Image Quality Metrics and Ground Truth Measurements   정찬호  IEICE Transactions on Information and Systems, v.E99.D, no.11, pp.2778-2787 0 원문
Conference 2016 A Study on Knowledge-based Context Aware Framework using Machine Learning   Kim Eun Joo  International Conference on Future Generation Communication and Networking (FGCN) 2016, pp.90-94 원문
Conference 2016 Study on the Multi-Modal Data Preprocessing for Knowledge-converged Super Brain   Oh Se Won  International Conference on Information and Communication Technology Convergence (ICTC) 2016, pp.1088-1093 2 원문
Conference 2016 A Design of IoT Device Similarity Vector based Workflow Management System   Kang Hyun-Joong  International Conference on Information and Communication Technology Convergence (ICTC) 2016, pp.1036-1038 3 원문
Conference 2016 Human Activity Recognition using Wearable Accelerometer Sensors   Zubair Muhammad  International Conference on Consumer Electronics (ICCE) 2016 : Asia, pp.273-277 37 원문
Conference 2016 Predicting Churn in Mobile Free-to-Play Games   Lee Sang Kwang  International Conference on Information and Communication Technology Convergence (ICTC) 2016, pp.1046-1048 15 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 16 원문
Conference 2016 Consideration of manufacturing data to apply machine learning methods for predictive manufacturing   Ji-Hyeong Han  International Conference on Ubiquitous and Future Networks (ICUFN) 2016, pp.109-113 33 원문
Conference 2016 Design and Implementation of Marine Elevator Safety Monitoring System based on Machine Learning   Jaemyoung Kim  International Conference on Convergence Technology (ICCT) 2016, pp.143-144
Conference 2016 Machine Learning-based Prediction of Future Onset of Hypertension from General Health Checkup Records   Minho Kim  International Conference on Convergence Technology (ICCT) 2016, pp.619-620
Conference 2016 Golf Swing Analyzing System based on Human Skeleton Data   Jae-Ho Lee  Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV) 2016, pp.1-4
Conference 2016 Adaptive Spectral Co-Clustering for Multiview Data   Jeongwoo Son  International Conference on Advanced Communication Technology (ICACT) 2016, pp.447-450 4 원문
Journal 2015 A Distributed Support Vector Machine Learning Over Wireless Sensor Networks   Kim Woojin  IEEE Transactions on Cybernetics, v.45, no.11, pp.2599-2611 48 원문
Conference 2015 Applications of Machine Learning Algorithms to Predictive Manufacturing   Ji-Hyeong Han  International Conference on Big Data Applications and Services (BigDAS) 2015, pp.1-7 2 원문
Conference 2015 Weak False Label Learning Model for Sensor Data Recognition   Chang Sung June  International Conference on Control, Automation and Systems (ICCAS) 2015, pp.1321-1323 0 원문
Conference 2015 Computer Aided Breast Cancer Diagnosis System with Fuzzy Multiple-Parameter Support Vector Machine   백철우  Research in Adaptive and Convergent Systems (RACS) 2015, pp.172-176 5 원문
Conference 2015 Anomaly Detection of Access Patterns in Database   Noh Jong-Hyouk  International Conference on Information and Communication Technology Convergence (ICTC) 2015, pp.1115-1118
Journal 2015 Analysis of Physiological Signals for Recognition of Boredom, Pain, and Surprise Emotions   Jang Eun Hye  Journal of Physiological Anthropology, v.34, pp.1-12 129 원문
Journal 2015 Estimating Korean Residence Registration Numbers from Public Information on SNS   Choi Dae Seon  IEICE Transactions on Communications, v.E98.B, no.4, pp.565-574 2 원문
Conference 2014 Performance Measurement of Decision Tree Excluding Insignificant Leaf Nodes   Jeon Hae Sook  International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC) 2014, pp.122-127 3 원문
Conference 2014 A Study on Analysis of Bio-Signals for Basic Emotions Classification: Recognition Using Machine Learning Algorithms   Jang Eun Hye  International Conference on Information Science and Applications (ICISA) 2014, pp.1-4 7 원문
Conference 2014 Pruning with Majority and Minority Properties   Jeon Hae Sook  International Conference on Information Science and Applications (ICISA) 2014, pp.1-4 1 원문
Conference 2014 Emotion Classification Based on Bio-Signals Using Machine Learning Algorithms   Jang Eun Hye  International Conference on Advanced Cognitive Technologies and Applications (COGNITIVE) 2014, pp.104-109
Conference 2014 Emotion classification based on bio-signals emotion recognition using machine learning algorithms   Jang Eun Hye  International Conference on Information Science, Electronics and Electrical Engineering (ISEEE) 2014, pp.1373-1376 35 원문
Journal 2014 Prediction Model for Health-Related Quality of Life of Elderly with Chronic Diseases Using Machine Learning Techniques   이수경  Healthcare Informatics Research, v.20, no.2, pp.125-134 37 원문
Other 2014 Text Extraction   Park Sung Hee  Digital Library Technologies: Complex Objects, Annotation, Ontologies, Classification, Extraction, and Security [Book], pp.101-125
Conference 2014 A Study on Autonomic Nervous System Responses and Feauture Selection for Emotion Recognition - Emotion Recognition using Machine Learning Algorithms   Park Byoung-Jun  International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS) 2014, pp.116-121 1 원문
Conference 2013 Classification of Three Negative Emotions Based on Physiological Signals   Jang Eun Hye  International Conference on Intelligent Systems and Applications (INTELLI) 2013, pp.75-78
Conference 2013 Classification of Human Emotions from Physiological Signals using Machine Learning Algorithms: Recognition of Pain, Boredom, and Surprise Emotions   Jang Eun Hye  International Conference on Advances in Computer-Human Interactions (ACHI) 2013, pp.395-400
Conference 2012 Three Differential Emotions and Classification Using Physiological Signals   Park Byoung-Jun  International Conference on Machine Learning and Computing (ICMLC) 2012, pp.55-59
Journal 2012 A Novel Anomaly-Network Intrusion Detection System Using ABC Algorithms   Chang Seok Bae  International Journal of Innovative Computing, Information and Control, v.8, no.12, pp.8231-8248 16
Conference 2012 Analysis of Path Finding Algorithms and Approach to Machine Learning Techniques   Samyeul Noh  대한임베디드공학회 학술 대회 (추계) 2012, pp.274-277
Journal 2012 Machine Learning Technology Trends for Big Data Processing   Soojong Lim  전자통신동향분석, v.27, no.5, pp.55-63 원문
Conference 2012 Implementation of WSN application service using people detection algorithm   Hong Yeon Yu  International Conference on Information and Communication Technology Convergence (ICTC) 2012, pp.117-118 0 원문
Conference 2012 Classification of Three Emotions by Machine Learning Algorithms using Psychophysiological Signals     World Congress of the International Organization of Psychophysiology (IOP) 2012, pp.1-1
Conference 2012 Emotion classification based on physiological signals induced by negative emotions: Discriminantion of negative emotions by machine learning algorithm   Jang Eun Hye  International Conference on Networking, Sensing and Control (ICNSC) 2012, pp.283-288 21 원문
Journal 2012 Prototype-based Classifier with Feature Selection and Its Design with Particle Swarm Optimization: Analysis and Comparative Studies   Park Byoung-Jun  Journal of Electrical Engineering & Technology, v.7, no.2, pp.245-254 1 원문
Conference 2012 Emotion Classification by Machine Learning Algorithm using Physiological Signals   Jang Eun Hye  International Conference on Machine Learning and Computing (ICMLC) 2012, pp.1-5
Journal 2012 Emotion Recognition by Machine Learning Algorithms using Psychophysiological Signals   Sang Hyeob Kim  International Journal of Engineering and Industries, v.3, no.1, pp.55-66
Conference 2012 A Generate-and-Test Method of Detecting Negative-Sentiment Sentences   최윤정  International Conference on Intelligent Text Processing and Computational Linguistics (CICling) 2012 (LNCS 7181), v.7181, pp.500-512 0 원문
Conference 2012 Emotion Recognition Through ANS Responses Evoked by Negative Emotions   Jang Eun Hye  International Conference on Advances in Computer-Human Interactions (ACHI) 2012, pp.218-223
Conference 2012 Three Differential Emotion Classification by Machine Learning Algorithms Using Physiological Signals   Jang Eun Hye  International Conference on Agents and Artificial Intelligence (ICAART) 2012, pp.1-4
Conference 2012 Energy-efficient Training of SVM on Multi core Platforms   김희곤  International Conference on Applied and Theoretical Information Systems Research (ATISR) 2012, pp.1-8
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
Conference 2009 Situation-Awareness Model for Higher Order Network Knowledge Management Platform   Moon Ae Kyeung  International Workshop on Semantic Sensor Networks (SSN) 2009, pp.110-121
Journal 2009 Identifying Core Sets of Discriminatory Features using Particle Swarm Optimization   W. Pedrycz  Expert Systems with Applications, v.36, no.3, pp.4610-4616 51 원문
Conference 2008 Retrieval of Illegal and Objectionable Multimedia   Choi Byeong Cheol  International Conference on Networked Computing and Advanced Information Management (NCM) 2008, pp.645-647 3 원문
Conference 2007 A Case study of Edutainment Robot: Applying Voice Question Answering to Intelligent Robot   Oh Hyo-Jung  International Symposium on Robot and Human Interactive Communication (RO-MAN) 2007, pp.410-415 7 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 2006 2-Way Text Classification for Harmful Web Documents   Kim Youngsoo  International Conference on Computational Science and Its Applications (ICCSA) 2006 (LNCS 3981), v.3981, pp.545-551 2 원문
Conference 2006 Extracting Protein-Protein Interactions in Biomedical Literature Using an Existing Syntactic Parser   Jang Hyun Chul  International Workshop on Knowledge Discovery in Life Science LIterature (KDLL) 2006 (LNCS 3886), v.3886, pp.78-90 3 원문
Conference 2006 An Efficient Text Filter for Adult Web Documents   Kim Youngsoo  International Conference on Advanced Communication Technology (ICACT) 2006, pp.438-440 13
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
Conference 2004 SVM-Based Biological Named Entity Recognition Using Minimum Edit-Distance Feature Boosted by Virtual Examples   이은지  International Conference on Natural Language Processing (IJCNLP) 2004 (LNCS 3248), v.3248, pp.807-814 4 원문
Journal 2002 A Machine Learning Approach to Web Image Classification   Cho Soo Sun  정보처리학회논문지 B, v.9B, no.6, pp.759-764
특허 검색결과
Status Year Patent Name Country Family Pat. KIPRIS
Registered 2018 APPARATUS AND METHOD OF GENERATING MACHINE LEARNING-BASED CYBER SICKNESS PREDICTION MODEL FOR VIRTUAL REALITY CONTENT UNITED STATES
Registered 2019 강화 학습 방법 및 장치 KOREA KIPRIS
Registered 2017 MACHINE LEARNING METHOD AND APPARATUS UNITED STATES
Registered 2020 METHOD AND APPARATUS FOR PERFORMING MACHINE LEARNING BASED ON CORRELATION BETWEEN VARIABLES UNITED STATES
Registered 2021 기계 학습 기반 키 생성 장치 및 방법 KOREA KIPRIS
Registered 2020 기계 학습 기반 특징과 지식 기반 특징을 이용한 비디오 화질 자동 측정 방법 및 이를 위한 장치 KOREA KIPRIS
Registered 2017 기계 학습 방법 및 장치 KOREA KIPRIS
Registered 2018 기계 학습을 위한 학습 데이터 셋 생성 장치 및 방법 KOREA KIPRIS
Registered 2018 기계학습 기반 가입자 광단말기 상태 파악 장치 및 그 방법 KOREA KIPRIS
Registered 2019 기계학습 기반 신호 다중화 장치 및 방법 KOREA KIPRIS
Registered 2017 METHOD AND APPARATUS FOR AUTHORING MACHINE LEARNING-BASED IMMERSIVE (4D) MEDIA UNITED STATES
Registered 2019 기계학습 기반 예측 모델 재학습 장치 및 그 방법 KOREA KIPRIS
Registered 2020 Method and apparatus for guiding the multi-view capture for the precision measurement or 3D reconstruction based on the machine learning UNITED STATES
Registered 2020 기계학습 기반의 일상신호 제거 필터를 이용한 이상신호 탐지 장치 KOREA KIPRIS
Registered 2017 기계학습 지식 및 자동화된 기계 학습 절차 기반의 자가 학습 시스템 KOREA KIPRIS
Registered 2017 기계학습에 기반한 가상 현실 콘텐츠의 사이버 멀미도 예측 모델 생성 및 정량화 조절 장치 및 방법 KOREA KIPRIS
Registered 2020 네트워크 패킷 기계학습 기반 지능형 서버 헬스체크 장치 KOREA KIPRIS
Registered 2018 네트워크의 이동성 관련 파라미터를 최적화하는 방법 및 장치 KOREA KIPRIS
Registered 2021 단조 감소하는 양자화 해상도를 기반으로 하는 기계 학습 장치 및 방법 KOREA
Registered 2019 SIGNAL-MULTIPLEXING APPARATUS AND METHOD BASED ON MACHINE LEARNING UNITED STATES
Registered 2018 METHOD AND APPARATUS FOR ALLOCATING BANDWIDTH BASED ON MACHINE LEARNING IN PASSIVE OPTICAL NETWORK UNITED STATES
Registered 2021 무선 통신 인프라 매칭 특징점을 활용한 기계 학습 기반 미수집 지점의 측위 데이터베이스 생성 및 측위 방법 KOREA KIPRIS
Registered 2021 METHOD AND APPARATUS FOR CONTROLLING MULTI-CONNECTIVITY IN WIRELESS COMMUNICATION SYSTEM UNITED STATES
Registered 2021 APPARATUS AND METHOD FOR MACHINE-LEARNING-BASED POSITIONING DATABASE CREATION AND POSITIONING OF UNCOLLECTED POINTS USING MATCHING FEATURE WITH WIRELESS COMMUNICATION INFRASTRUCTURE UNITED STATES
Registered 2019 변수 간 상관관계를 바탕으로 기계학습을 수행하는 장치 및 방법 KOREA KIPRIS
Registered 2016 사물들의 집단 기계학습 장치 및 방법 KOREA KIPRIS
Registered 2020 METHOD AND APPARATUS FOR REINFORCEMENT MACHINE LEARNING UNITED STATES
Registered 2018 수동형 광 네트워크에서의 기계학습 기반 대역 할당 방법 및 장치 KOREA KIPRIS
Registered 2020 스마트 기기에서의 유해 스트리밍 영상 검출 방법, 스마트 기기 및 기계 학습 단말 KOREA KIPRIS
Registered 2021 KEY GENERATION APPARATUS AND METHOD BASED ON MACHINE LEARNING UNITED STATES
Registered 2020 양자화 기계학습 알고리즘 최적화 장치 및 방법 KOREA KIPRIS
Registered 2020 점진적 학습을 위한 기계 학습 방법 및 이를 수행하기 위한 컴퓨팅 장치 KOREA KIPRIS
Registered 2010 Human Body Parts Detection Methods using Texture Energy Measures and Candidate Masks of Body Parts UNITED STATES
Registered 2018 철도 차량의 부품 및 운영 환경 특징 벡터 정보 기반의 기계 학습 고장 진단 시스템 및 그 방법 KOREA KIPRIS
Registered 2021 ELECTRONIC DEVICE GENERATING MULTI-PLANE-IMAGE OF ARBITRARY VIEWPOINT AND OPERATING METHOD THEREOF UNITED STATES
Registered 2015 학습 기반 깊이 정보 추출 방법 및 장치 KOREA
Registered 2006 APPARATUS AND METHOD FOR CONSTRUCTING LEARNING DATA UNITED STATES
Registered 2016 DEPTH INFORMATION EXTRACTING METHOD BASED ON MACHINE LEARNING AND APPARATUS THEREOF UNITED STATES
Registered 2018 학습용 데이터 생성 장치, 소스 코드 오류 분석 장치 및 방법 KOREA KIPRIS
Registered 2021 MANAGEMENT SERVER THAT CONTROLS NETWORK DEVICES, AND PROCESSING METHODS OF NETWORK DEVICES AND MODEL MANAGEMENT SERVERS UNITED STATES
Registered 2021 MANAGEMENT SERVER THAT CONTROLS NETWORK DEVICES, AND PROCESSING METHODS OF NETWORK DEVICES AND MODEL MANAGEMENT SERVERS UNITED STATES
연구보고서 검색결과
Type Year Research Project Primary Investigator Download
Final Report 2019 Development of Machine Learning based Multiple Signal Communication Technology in Single Channel Choi Dong Joon
Annual Report 2018 Development of Machine Learning based Multiple Signal Communication Technology in Single Channel Choi Dong Joon