Subject

Subjects : learning algorithms

  • Articles (115)
  • Patents (1)
  • R&D Reports (0)
논문 검색결과
Type Year Title Cited Download
Journal 2024 Improved contrastive learning model via identification of false‐negatives in self‐supervised learning   Joonsun Auh  ETRI Journal, v.46, no.6, pp.1020-1029 0 원문
Conference 2024 Ensemble Learning Algorithm-Based Air Leakage Detection Technology in Pneumatic Machines   김동혁  International Conference on Consumer Electronics (ICCE) 2024 : Asia, pp.790-793
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 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
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 Design of Formation Control Strategies between User and Guide Dog Robot   Jeong Yongseop  대한전자공학회 학술 대회 (하계) 2024, pp.1-4
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 Practical Abandoned Object Detection in Real-World Scenarios: Enhancements Using Background Matting with Dense ASPP   정민구  IEEE Access, v.12, pp.60808-60825 0 원문
Conference 2024 A Study on Solving the Data Imbalance Problem for Detecting Heunginjimun Roof Tilt Using Transfer Learning Algorithms   Lee Sang Yun  International Conference on Artificial Intelligence in Information and Communication (ICAIIC) 2024, pp.221-225
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
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 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 Contrastive Learning for Reducing False Negatives with Global and local views in Augmented Data   Joonsun Auh  Innovations in Intelligent Systems and Applications Conference (ASYU), pp.1-5 0 원문
Journal 2023 A study on the development of an Automatic Classification System for Life Safety Prevention Service Reporting Images through the Development of AI Learning Model and AI Model Serving Server   Jeong Young Sic  한국재난정보학회 논문집, v.19, no.2, pp.432-438 원문
Journal 2023 Image-Based Inspection System of Firefighting Facilities Using Augmented Reality   Dasom Oh  한국화재소방학회 논문지, v.37, no.3, pp.41-48 원문
Conference 2023 A recent trend on self-supervised learning in computer vision   Youngwan Lee  대한전자공학회 학술 대회 (하계) 2023, pp.1-5
Journal 2023 Human Detection using Real-virtual Augmented Dataset   이종민  Journal of Information and Communication Convergence Engineering, v.21, no.1, pp.98-102 1 원문
Journal 2023 Timeslot Scheduling with Reinforcement Learning Using a Double Deep Q-Network   류지혜  ELECTRONICS, v.12, no.4, pp.1-23 1 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 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 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 A study on the reward generation method to be used in reinforcement learning to reduce the peak load   Cheol-Ho Shin  International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.2369-2372 0 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 5 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 5 원문
Journal 2022 Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning   Jang Sooyoung  Sensors, v.22, no.15, pp.1-14 4 원문
Journal 2022 CuMARL: Curiosity-Based Learning in Multiagent Reinforcement Learning   Ningombam Devarani Devi  IEEE Access, v.10, pp.87254-87265 6 원문
Conference 2022 A Multi-Agent-Based Real-World Robotic Manipulation System   Samyeul Noh  International Conference on Ubiquitous Robots (UR) 2022, pp.470-473
Conference 2022 Attention-LRCN: Long-term Recurrent Convolutional Network for Stress Detection from Photoplethysmography   최지호  International Symposium on Medical Measurements and Applications (MeMeA) 2022, pp.1-5 9 원문
Conference 2022 Generative Cooperative Learning for Unsupervised Video Anomaly Detection   Zaheer Muhammad Zaigham  Conference on Computer Vision and Pattern Recognition (CVPR) 2022, pp.14744-14754 100 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 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 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
Conference 2022 OnTV: Interactive AR Fairy Tale Application using Human Body Pose Estimation through Mobile Device   Lee Byung-Gyu  International Workshop on Frontiers of Computer Vision (IW-FCV) 2022, pp.1-5
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 12 원문
Journal 2022 Prioritized Environment Configuration for Drone Control with Deep Reinforcement Learning   Jang Sooyoung  Human-centric Computing and Information Sciences, v.12, pp.1-16 7 원문
Journal 2022 Pill Detection Model for Medicine Inspection Based on Deep Learning   권혁주  Chemosensors, v.10, no.1, pp.1-17 24 원문
Journal 2021 Model‐agnostic online forecasting for PV power output   Lee Hyun Yong  IET Renewable Power Generation, v.15, no.15, pp.3539-3551 6 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 Learning based Wi-Fi RTT Range Estimation   Jung Boo Geum  International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1030-1032 2 원문
Conference 2021 Quantized ADAM with Monotonically Increasing Resolution of Quantization   Jinwuk Seok  International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1719-1721 2 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 Quantum State Learning via Single-Shot Measurements   이상민  Physical Review Letters, v.126, pp.1-5 2 원문
Journal 2021 Learning-based Resource Partitioning in Heterogeneous Networks with Multiple Network Operators   Chung Byung Chang  IEEE Communications Letters, v.25, no.3, pp.869-873 0 원문
Conference 2020 An Automatic Database Generation Algorithm for Local Optimization of CNN Object Detector for Edge Devices   Joon-Goo Lee  International Conference on Consumer Electronics (ICCE) 2020 : Asia, pp.364-366 3 원문
Conference 2020 The Analysis of Image Acquisition Method for Anti-UAV Surveillance using Cameras Image   Young-Il Kim  International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.549-554 12 원문
Conference 2020 System Overview for Multi-Task and Multi-Agent Deep Reinforcement Learning in Real Robot Environments   Samyeul Noh  International Conference on Control, Automation and Systems (ICCAS) 2020, pp.1239-1240
Conference 2020 A Hybrid Approach for the Prediction of Chlorophyll-a Concentration at the Non-Area in the Geum River, Korea   Jang Mi Young  International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1694-1698
Conference 2020 Light-weighted Network based Human Pose Estimation for Mobile AR Service   Lee Byung-Gyu  International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1609-1612 3 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 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
Conference 2020 Spatiotemporal Algal Bloom Prediction of Geum River, Korea Using the Deep Learning Models in Company With the EFDC Model   Jang Mi Young  Summer Simulation Conference (SummerSim) 2020, pp.1-11 0
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 Semi-Supervised Speech Recognition Acoustic Model Training Using Policy Gradient   Chung Hoon  Applied Sciences, v.10, no.10, pp.1-13 4 원문
Conference 2019 Improving Network Availability with Low Network Construction Cost through Deep Reinforcement Learning   Cho Choong Hee  International Conference on Information and Communication Technologies for Disaster Management (ICT-DM) 2019, pp.1-5 0 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 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
Journal 2019 Efficient Privacy-Preserving Machine Learning for Blockchain Network   김현일  IEEE Access, v.7, pp.136481-136495 104 원문
Journal 2019 Intelligent Olfactory Sensor   Dae-Sik Lee  전자통신동향분석, v.34, no.4, pp.76-88 원문
Journal 2019 Self-Improving Artificial Intelligence Technology   Hwa Jeon Song  전자통신동향분석, v.34, no.4, pp.43-54 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 Multi-Scale Detector for Accurate Vehicle Detection in Traffic Surveillance Data   Kim Kwangju  IEEE Access, v.7, pp.78311-78319 67 원문
Conference 2019 Effects of Hyper-Parameters for Deep Reinforcement Learning in Robotic Motion Mimicry: A Preliminary Study   Kimtaewoo  International Conference on Ubiquitous Robots (UR) 2019, pp.228-235 3 원문
Journal 2019 Recent R&D Trends for Lightweight Deep Learning   Lee Yong-Ju  전자통신동향분석, v.34, no.2, pp.40-50 원문
Conference 2019 Multiple RF Signal Detection with Deep Learning Algorithms in Severe Communication Environments   Baek Myung-Sun  GPU Technology Conference (GTC) 2019, pp.1-1
Journal 2019 Object Recognition and Pose Estimation Based on Deep Learning for Visual Servoing   Jaemin Cho  로봇학회논문지, v.14, no.1, pp.1-7 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
Journal 2019 A Survey of Deep Learning-based Network Anomaly Detection   권동운  Cluster Computing, v.22, no.Supp.1, pp.949-961 467 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
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
Journal 2018 Trends in Activity Recognition Using Smartphone Sensors   Kim Moo Seop  전자통신동향분석, v.33, no.3, pp.89-99 원문
Conference 2018 A Heterogeneous and High Performance Driving Computing Hardware Platform for Autonomous Vehicles   Suk Jung Hee  IEMEK Symposium on Embedded Technology (ISET) 2018, pp.1-2
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 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 Theme-Related Keyword Extraction from Free Text Descriptions of Image Contents for Tagging   Cho Joonmyun  International Conference on Advanced Communications Technology (ICACT) 2018, pp.537-541 0 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 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 Multi-Site Photovoltaic Power Generation Forecasts based on Deep-learning Algorithm   Lee Jeong In  International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1119-1121 9 원문
Conference 2017 Deep Learning-Based Vehicle Classification Using an Ensemble of Local Expert and Global Networks   Lee Jong Taek  Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2017, pp.920-925 24 원문
Journal 2017 A Machine Learning Approach for Mechanical Motor Fault Diagnosis   Jung Hoon  산업경영시스템학회지, v.40, no.1, pp.57-64 원문
Conference 2016 Speech emotion recognition using convolutional and Recurrent Neural Networks   Lim Woo-Taek  Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC) 2016, pp.1-4 309 원문
Conference 2016 Initializing Deep Learning Based on Latent Dirichlet Allocation for Document Classification   Jeon Hyung-Bae  International Conference on Neural Information Processing (ICONIP) 2016 (LNCS 9949), v.9949, pp.634-641 1 원문
Journal 2016 Behavior Hierarchy-Based Affordance Map for Recognition of Human Intention and Its Application to Human–Robot Interaction   Ji-Hyeong Han  IEEE Transactions on Human-Machine Systems, v.46, no.5, pp.708-722 22 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 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
Journal 2015 Analysis of Physiological Signals for Recognition of Boredom, Pain, and Surprise Emotions   Jang Eun Hye  Journal of Physiological Anthropology, v.34, pp.1-12 127 원문
Journal 2015 System Architecture for Real-Time Face Detection on Analog Video Camera   Kim Moo Seop  International Journal of Distributed Sensor Networks, v.2015, pp.1-12 9 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 Hardware Architecture for Real-Time Face Detection on Embedded Analog Video Cameras   Kim Moo Seop  International Conference on Computer Science and its Applications (CSA) 2014 (LNEE 330), v.330, pp.311-316 1 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 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 A study on neural network recognizer based on fuzzy rules and fuzzy inference fuzzy driven neural network recognizer in pattern recognition   Sang Hyeob Kim  International Conference on Information Science, Electronics and Electrical Engineering (ISEEE) 2014, pp.1913-1917 1 원문
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
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 Real-time Face Detection on Reconfigurable Device   Kim Moo Seop  International Conference on Information and Communication Technology Convergence (ICTC) 2013, pp.726-727 0 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
Journal 2013 The Design of Polynomial Function-Based Neural Network Predictors for Detection of Software Defects   Park Byoung-Jun  Information Sciences, v.229, pp.40-57 52 원문
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
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 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 Emotion Classification by Machine Learning Algorithm using Physiological Signals   Jang Eun Hye  International Conference on Machine Learning and Computing (ICMLC) 2012, pp.1-5
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 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 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 2010 Incremental Learning of Novel Activity Categories from Videos   Michael Sahngwon Ryoo  International Conference on Virtual Systems and Multimedia (VSMM) 2010, pp.21-26 2 원문
Journal 2010 Disguised-Face Discriminator for Embedded Systems   Yun Woo Han  ETRI Journal, v.32, no.5, pp.761-765 12 원문
Journal 2010 Polynomial-based Radial Basis Function Neural Networks (P-RBF NNs) and Their Application to Pattern Classification   Park Byoung-Jun  Applied Intelligence, v.32, no.1, pp.27-46 20 원문
Conference 2008 Fixed-threshold SMO for Joint Constraint Learning Algorithm of Structural SVM   Changki Lee  International Conference on Research and Development in Information Retrieval 2008, pp.829-830 1 원문
Conference 2006 Hyperbolic Quotient Feature Map for Competitive Learning Neural Networks   Jinwuk Seok  International Symposium on Neural Networks (ISNN) 2006 (LNCS 3971), v.3971, pp.456-463 0 원문
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 An Efficient Text Filter for Adult Web Documents   Kim Youngsoo  International Conference on Advanced Communication Technology (ICACT) 2006, pp.438-440 13
Conference 2002 The analysis of a stochastic differential approach for Langevin competitive learning algorithm   Jinwuk Seok  International Conference on Pattern Recognition (ICPR) 2002, pp.80-83 원문
Journal 2002 SnO/sub 2/ gas sensing array for combustible and explosive gas leakage recognition   Dae-Sik Lee  IEEE Sensors Journal, v.2, no.3, pp.140-149 57 원문
특허 검색결과
Status Year Patent Name Country Family Pat. KIPRIS
Registered 2019 SYSTEM AND METHOD FOR SELECTING OPTIMAL PATH IN MULTI-MEDIA MULTI-PATH NETWORK UNITED STATES
연구보고서 검색결과
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