학술대회
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2024 |
A Study on Solving the Data Imbalance Problem for Detecting Heunginjimun Roof Tilt Using Transfer Learning Algorithms
이상윤 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) 2024, pp.221-225 |
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학술지
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2022 |
Dynamic power and bandwidth allocation for DVB-based LEO satellite systems
Satya Chan ETRI Journal, v.44 no.6, pp.955-965 |
4 |
원문
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학술지
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2022 |
Brain-inspired Predictive Coding Improves the Performance of Machine Challenging Tasks
이장호 Frontiers in Computational Neuroscience, v.16, pp.1-14 |
1 |
원문
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학술지
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2022 |
Breath analyzer for personalized monitoring of exercise-induced metabolic fat burning
디오니시오 Sensors and Actuators B : Chemical, v.369, pp.1-9 |
4 |
원문
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학술지
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2022 |
Breath analyzer for personalized monitoring of exercise-induced metabolic fat burning
박형주 Sensors and Actuators B : Chemical, v.369, pp.1-9 |
4 |
원문
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학술대회
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2022 |
A study on the reward generation method to be used in reinforcement learning to reduce the peak load
신철호 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.2369-2372 |
0 |
원문
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학술대회
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2022 |
Correlation Analysis of Usage Pattern in Home Appliance with Boosting Algorithm
이좌형 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.2326-2329 |
0 |
원문
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학술지
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2022 |
Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning
장수영 Sensors, v.22 no.15, pp.1-14 |
1 |
원문
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학술지
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2022 |
CuMARL: Curiosity-based Learning in Multi-Agent Reinforcement Learning
데브라니 데비 IEEE Access, v.10, pp.87254-87265 |
5 |
원문
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학술대회
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2022 |
Attention-LRCN: Long-term Recurrent Convolutional Network for Mental Stress Assessment from Photoplethysmography
최지호 International Symposium on Medical Measurements and Applications (MeMeA) 2022, pp.1-5 |
5 |
원문
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학술대회
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2022 |
Generative Cooperative Learning for Unsupervised Video Anomaly Detection
무함마드 Conference on Computer Vision and Pattern Recognition (CVPR) 2022, pp.14744-14754 |
44 |
원문
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학술지
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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 |
8 |
원문
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학술지
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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 |
8 |
원문
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학술지
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2022 |
AI-based Stroke Prediction System Using Body Motion Biosignals during Walking
유재학 Journal of Supercomputing, v.78 no.6, pp.8867-8889 |
4 |
원문
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학술지
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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 |
9 |
원문
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학술지
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2022 |
Pill Detection Model for Medicine Inspection Based on Deep Learning
권혁주 Chemosensors, v.10 no.1, pp.1-17 |
13 |
원문
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학술지
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2022 |
Prioritized Environment Configuration for Drone Control with Deep Reinforcement Learning
장수영 Human-centric Computing and Information Sciences, v.12, pp.1-16 |
5 |
원문
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학술지
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2021 |
Model-agnostic online forecasting for PV power output
이현용 IET Renewable Power Generation, v.15 no.15, pp.3539-3551 |
5 |
원문
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학술대회
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2021 |
Learning based Wi-Fi RTT Range Estimation
정부금 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1030-1032 |
0 |
원문
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학술대회
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2021 |
Multi-feature based Object Classification using Flexible Gloves inspired by Human Grasping
민유림 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1728-1730 |
0 |
원문
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학술대회
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2021 |
Quantized ADAM with Monotonically Increasing Resolution of Quantization
석진욱 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1719-1721 |
1 |
원문
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학술지
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2021 |
Measurement and Analysis of Human Body Channel Response for Biometric Recognition
강태욱 IEEE Transactions on Instrumentation and Measurement, v.70, pp.1-12 |
9 |
원문
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학술지
|
2021 |
Quantum State Learning via Single-Shot Measurements
이상민 Physical Review Letters, v.126, pp.1-5 |
1 |
원문
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학술지
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2021 |
Learning-based Resource Partitioning in Heterogeneous Networks with Multiple Network Operators
정병창 IEEE Communications Letters, v.25 no.3, pp.869-873 |
0 |
원문
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학술대회
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2020 |
An Automatic Database Generation Algorithm for Local Optimization of CNN Object Detector for Edge Devices
이준구 International Conference on Consumer Electronics (ICCE) 2020 : Asia, pp.364-366 |
1 |
원문
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학술대회
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2020 |
The Analysis of Image Acquisition Method for Anti-UAV Surveillance using Cameras Image
김영일 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.549-554 |
10 |
원문
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학술대회
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2020 |
Light-weighted Network based Human Pose Estimation for Mobile AR Service
이병규 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1609-1612 |
3 |
원문
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학술지
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2020 |
Toward Unbiased Facial Expression Recognition in the Wild via Cross-Dataset Adaptation
한병옥 IEEE Access, v.8, pp.159172-159181 |
10 |
원문
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학술대회
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2020 |
Spatiotemporal Algal Bloom Prediction of Geum River, Korea Using the Deep Learning Models in Company With the EFDC Model
장미영 Summer Simulation Conference (SummerSim) 2020, pp.1-11 |
0 |
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학술지
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2020 |
An Elderly Health Monitoring System Using Machine Learning and In-Depth Analysis Techniques on the NIH Stroke Scale
유재학 Mathematics, v.8 no.7, pp.1-16 |
25 |
원문
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학술지
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2020 |
Semi-Supervised Speech Recognition Acoustic Model Training Using Policy Gradient
정훈 Applied Sciences, v.10 no.10, pp.1-13 |
4 |
원문
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학술지
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2020 |
기계학습을 이용한 Joint Torque Sensor 기반의 충돌 감지 알고리즘 비교 연구
조성현 로봇학회논문지, v.15 no.2, pp.169-176 |
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원문
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학술대회
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2019 |
Improving Network Availability with Low Network Construction Cost through Deep Reinforcement Learning
조충희 International Conference on Information and Communication Technologies for Disaster Management (ICT-DM) 2019, pp.1-5 |
0 |
원문
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학술대회
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2019 |
An Analysis of the Effects of Physical Abilities on RTS Game Outcome Using Machine Learning Approach
김대욱 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.929-933 |
1 |
원문
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학술지
|
2019 |
Efficient Privacy-Preserving Machine Learning for Blockchain Network
김현일 IEEE Access, v.7, pp.136481-136495 |
93 |
원문
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학술지
|
2019 |
Multi-Scale Detector for Accurate Vehicle Detection in Traffic Surveillance Data
김광주 IEEE Access, v.7, pp.78311-78319 |
62 |
원문
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학술대회
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2019 |
Effects of Hyper-Parameters for Deep Reinforcement Learning in Robotic Motion Mimicry: A Preliminary Study
김태우 International Conference on Ubiquitous Robots (UR) 2019, pp.228-235 |
3 |
원문
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학술지
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2019 |
비주얼 서보잉을 위한 딥러닝 기반 물체 인식 및 자세 추정
조재민 로봇학회논문지, v.14 no.1, pp.1-7 |
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원문
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학술대회
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2019 |
Multiple RF Signal Detection with Deep Learning Algorithms in Severe Communication Environments
백명선 GPU Technology Conference (GTC) 2019, pp.1-1 |
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학술대회
|
2019 |
Modelling Chlorophyll-a Concentration using Deep Neural Networks considering Extreme Data Imbalance and Skewness
최장호 International Conference on Advanced Communications Technology (ICACT) 2019, pp.631-634 |
25 |
원문
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학술지
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2019 |
A Survey of Deep Learning-based Network Anomaly Detection
권동운 Cluster Computing, v.22 no.Supp.1, pp.949-961 |
402 |
원문
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학술지
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2018 |
Deep Learning-based Classification with Improved Time Resolution for Physical Activities of Children
장용원 PeerJ, v.6, pp.1-23 |
11 |
원문
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학술대회
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2018 |
Social Link Prediction and Feature Analysis in Mobile Game
김대욱 International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.906-909 |
2 |
원문
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학술지
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2018 |
Convolutional Neural Network-based Classification System Design with Compressed Wireless Sensor Network Images
안정모 PLOS ONE, v.13 no.5, pp.1-25 |
25 |
원문
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학술대회
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2018 |
A Study on the Data Analysis of Environmental Sensors Using Machine Learning Algorithms
이경희 World Congress on Information Technology Applications and Services (World IT Congress) 2018, pp.1-4 |
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학술지
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2018 |
Acoustic Data Condensation to Enhance Pipeline Leak Detection
오세원 Nuclear Engineering and Design, v.327, pp.198-211 |
25 |
원문
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학술대회
|
2018 |
Theme-Related Keyword Extraction from Free Text Descriptions of Image Contents for Tagging
조준면 International Conference on Advanced Communications Technology (ICACT) 2018, pp.537-541 |
0 |
원문
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학술대회
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2017 |
Physiological Signals and Recognition of Negative Emotions
박병준 International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1075-1077 |
14 |
원문
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학술대회
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2017 |
Multi-Site Photovoltaic Power Generation Forecasts based on Deep-learning Algorithm
이정인 International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1119-1121 |
9 |
원문
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학술대회
|
2017 |
Comparative Analysis of Machine Learning Algorithms to Urban Traffic Prediction
이용주 International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1035-1037 |
7 |
원문
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학술대회
|
2017 |
Deep Learning-Based Vehicle Classification Using an Ensemble of Local Expert and Global Networks
이종택 Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2017, pp.920-925 |
23 |
원문
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학술지
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2017 |
기계적 모터 고장 진단을 위한 머신 러닝 기법
정훈 산업경영시스템학회지, v.40 no.1, pp.57-64 |
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원문
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학술대회
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2016 |
Speech emotion recognition using convolutional and Recurrent Neural Networks
임우택 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC) 2016, pp.1-4 |
279 |
원문
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학술대회
|
2016 |
Initializing Deep Learning Based on Latent Dirichlet Allocation for Document Classification
전형배 International Conference on Neural Information Processing (ICONIP) 2016 (LNCS 9949), v.9949, pp.634-641 |
1 |
원문
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학술지
|
2016 |
Behavior Hierarchy-Based Affordance Map for Recognition of Human Intention and Its Application to Human-Robot Interaction
한지형 IEEE Transactions on Human-Machine Systems, v.46 no.5, pp.708-722 |
18 |
원문
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학술대회
|
2015 |
Weak False Label Learning Model for Sensor Data Recognition
장성준 International Conference on Control, Automation and Systems (ICCAS) 2015, pp.1321-1323 |
0 |
원문
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학술대회
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2015 |
Applications of Machine Learning Algorithms to Predictive Manufacturing: Trends and Application of Tool Wear Compensation Parameter Recommendation
한지형 International Conference on Big Data Applications and Services (BigDAS) 2015, pp.1-7 |
2 |
원문
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학술지
|
2015 |
System Architecture for Real-Time Face Detection on Analog Video Camera
김무섭 International Journal of Distributed Sensor Networks, v.2015, pp.1-12 |
8 |
원문
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학술지
|
2015 |
Analysis of Physiological Signals for Recognition of Boredom, Pain, and Surprise Emotions
장은혜 Journal of Physiological Anthropology, v.34, pp.1-12 |
114 |
원문
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학술지
|
2015 |
Estimating Korean Residence Registration Numbers from Public Information on SNS
최대선 IEICE Transactions on Communications, v.E98.B no.4, pp.565-574 |
2 |
원문
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학술대회
|
2014 |
Hardware Architecture for Real-Time Face Detection on Embedded Analog Video Cameras
김무섭 International Conference on Computer Science and its Applications (CSA) 2014 (LNEE 330), v.330, pp.311-316 |
1 |
원문
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학술대회
|
2014 |
A Study on Analysis of Bio-Signals for Basic Emotions Classification: Recognition Using Machine Learning Algorithms
장은혜 International Conference on Information Science and Applications (ICISA) 2014, pp.1-4 |
7 |
원문
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학술대회
|
2014 |
Emotion Classification Based on Bio-Signals Using Machine Learning Algorithms
장은혜 International Conference on Advanced Cognitive Technologies and Applications (COGNITIVE) 2014, pp.104-109 |
|
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학술대회
|
2014 |
A Study on Neural Network Recognizer based on Fuzzy Rules and Fuzzy Inference: Fuzzy Driven Neural Network Recognizer in Pattern Recognition
김상협 International Conference on Information Science, Electronics and Electrical Engineering (ISEEE) 2014, pp.1913-1917 |
1 |
원문
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학술대회
|
2014 |
Emotion Classification based on Bio-Signals: Emotion Recognition using Machine Learning Algorithms
장은혜 International Conference on Information Science, Electronics and Electrical Engineering (ISEEE) 2014, pp.1373-1376 |
31 |
원문
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학술대회
|
2014 |
A Study on Autonomic Nervous System Responses and Feauture Selection for Emotion Recognition - Emotion Recognition using Machine Learning Algorithms
박병준 International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS) 2014, pp.116-121 |
1 |
원문
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학술대회
|
2013 |
Real-time Face Detection on Reconfigurable Device
김무섭 International Conference on Information and Communication Technology Convergence (ICTC) 2013, pp.726-727 |
0 |
원문
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학술지
|
2013 |
The Design of Polynomial Function-Based Neural Network Predictors for Detection of Software Defects
박병준 Information Sciences, v.229, pp.40-57 |
49 |
원문
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학술대회
|
2013 |
Classification of Human Emotions from Physiological Signals using Machine Learning Algorithms: Recognition of Pain, Boredom, and Surprise Emotions
장은혜 International Conference on Advances in Computer-Human Interactions (ACHI) 2013, pp.395-400 |
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학술대회
|
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 |
|
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학술대회
|
2012 |
Emotion Classification based on Physiological Signals induced by Negative Emotions : Discriminantion of Negative Emotions by Machine Learning Algorithm
장은혜 International Conference on Networking, Sensing and Control (ICNSC) 2012, pp.283-288 |
17 |
원문
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학술지
|
2012 |
Emotion Recognition by Machine Learning Algorithms using Psychophysiological Signals
장은혜 International Journal of Engineering and Industries, v.3 no.1, pp.55-66 |
|
|
학술대회
|
2012 |
Emotion Classification by Machine Learning Algorithm using Physiological Signals
장은혜 International Conference on Machine Learning and Computing (ICMLC) 2012, pp.1-5 |
|
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학술대회
|
2012 |
Three Differential Emotion Classification by Machine Learning Algorithms Using Physiological Signals
장은혜 International Conference on Agents and Artificial Intelligence (ICAART) 2012, pp.1-4 |
|
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학술대회
|
2010 |
Incremental Learning of Novel Activity Categories from Videos
유상원 International Conference on Virtual Systems and Multimedia (VSMM) 2010, pp.21-26 |
2 |
원문
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학술지
|
2010 |
Disguised-Face Discriminator for Embedded Systems
윤우한 ETRI Journal, v.32 no.5, pp.761-765 |
12 |
원문
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학술지
|
2010 |
Polynomial-based Radial Basis Function Neural Networks (P-RBF NNs) and Their Application to Pattern Classification
박병준 Applied Intelligence, v.32 no.1, pp.27-46 |
20 |
원문
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학술대회
|
2008 |
Fixed-threshold SMO for Joint Constraint Learning Algorithm of Structural SVM
이창기 International Conference on Research and Development in Information Retrieval 2008, pp.829-830 |
1 |
원문
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학술대회
|
2006 |
Hyperbolic Quotient Feature Map for Competitive Learning Neural Networks
석진욱 International Symposium on Neural Networks (ISNN) 2006 (LNCS 3971), v.3971, pp.456-463 |
0 |
원문
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학술대회
|
2006 |
Hyperbolic Quotient Feature Map for Competitive Learning Neural Networks
석진욱 International Symposium on Neural Networks (ISNN) 2006 (LNCS 3971), v.3971, pp.456-463 |
0 |
원문
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학술대회
|
2006 |
2-Way Text Classification for Harmful Web Documents
김영수 International Conference on Computational Science and Its Applications (ICCSA) 2006 (LNCS 3981), v.3981, pp.545-551 |
2 |
원문
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학술대회
|
2006 |
An Efficient Text Filter for Adult Web Documents
김영수 International Conference on Advanced Communication Technology (ICACT) 2006, pp.438-440 |
13 |
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학술대회
|
2002 |
The analysis of a stochastic differential approach for Langevin competitive learning algorithm
석진욱 International Conference on Pattern Recognition (ICPR) 2002, pp.80-83 |
|
원문
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학술지
|
2002 |
SnO2 gas sensing array for combustible and explosive gas leakage recognition
이대식 IEEE Sensors Journal, v.2 no.3, pp.140-149 |
55 |
원문
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