학술지
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2023 |
Study on the Take-over Performance of Level 3 Autonomous Vehicles Based on Subjective Driving Tendency Questionnaires and Machine Learning Methods
김현숙 ETRI Journal, v.45 no.1, pp.75-92 |
5 |
원문
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학술대회
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2022 |
AI-Based Modeling Architecture to Detect Traffic Anomalies from Dashcam Videos
박지상 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1480-1482 |
0 |
원문
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학술대회
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2022 |
A Data-Augmented Transfer Learning Method for the Speech Recognition in Domains with Sparse Speech Data
강병옥 International Congress on Acoustics (ICA) 2022, pp.1-5 |
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학술지
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2022 |
SMaTE: A Segment-Level Feature Mixing and Temporal Encoding Framework for Facial Expression Recognition
김나연 Sensors, v.22 no.15, pp.1-19 |
1 |
원문
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학술지
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2022 |
SMaTE: A Segment-Level Feature Mixing and Temporal Encoding Framework for Facial Expression Recognition
조숙희 Sensors, v.22 no.15, pp.1-19 |
1 |
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 |
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 |
Reflective Noise Filtering of Large-Scale Point Cloud Using Transformer
Rui Gao Remote Sensing, v.14 no.3, pp.1-20 |
20 |
원문
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학술지
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2021 |
Battery State-of-Health Estimation Using Machine Learning and Preprocessing with Relative State-of-Charge
조성우 Energies, v.14 no.21, pp.1-16 |
30 |
원문
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학술지
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2021 |
변분 오토인코더와 비교사 데이터 증강을 이용한 음성인식기 준지도 학습
조현호 한국음향학회지, v.40 no.6, pp.578-586 |
0 |
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학술대회
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2021 |
Practical Dense-to-Sparse Learning for a Manageable Object Detector on the Ground
문용혁 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1453-1455 |
0 |
원문
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학술대회
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2021 |
Multi-agent Reinforcement Learning in a Large Scale Environment via Supervisory Network and Curriculum Learning
도승원 International Conference on Control, Automation and Systems (ICCAS) 2021, pp.207-210 |
3 |
원문
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학술지
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2021 |
Uncertainty-Aware Knowledge Distillation for Collision Identification of Collaborative Robots
권우경 Sensors, v.21 no.19, pp.1-16 |
7 |
원문
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학술지
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2021 |
Deep Learning Methods for Joint Optimization of Beamforming and Fronthaul Quantization in Cloud Radio Access Networks
유대성 IEEE Wireless Communications Letters, v.10 no.10, pp.2180-2184 |
9 |
원문
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학술대회
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2021 |
Network Anomaly Detection based on GAN with Scaling Properties
김현진 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1-5 |
4 |
원문
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학술지
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2021 |
Histological Image Segmentation and Classification Using Entropy-Based Convolutional Module
김화랑 IEEE Access, v.9, pp.90964-90976 |
2 |
원문
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학술지
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2021 |
Cross-Corpus Speech Emotion Recognition Based on Few-Shot Learning and Domain Adaptation
안영도 IEEE Signal Processing Letters, v.28, pp.1190-1194 |
23 |
원문
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학술지
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2021 |
딥 뉴럴 네트워크를 이용한 다관절 로봇의 충돌 판별
권우경 대한임베디드공학회논문지, v.16 no.2, pp.35-41 |
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학술지
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2021 |
Identification of Patients with Sarcopenia Using Gait Parameters Based on Inertial Sensors
김정균 Sensors, v.21 no.5, pp.1-17 |
14 |
원문
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학술대회
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2021 |
Network Flow Data Re-collecting Approach Using 5G Testbed for Labeled Dataset
이겨울 International Conference on Advanced Communications Technology (ICACT) 2021, pp.254-258 |
0 |
원문
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학술지
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2020 |
Deep Learning Methods for Universal MISO Beamforming
김준범 IEEE Wireless Communications Letters, v.9 no.11, pp.1894-1898 |
34 |
원문
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학술지
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2020 |
One-Class Learning Method Based on Live Correlation Loss for Face Anti-Spoofing
임석재 IEEE Access, v.8, pp.201635-201648 |
5 |
원문
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학술지
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2020 |
Multi-sensor-based Detection and Tracking of Moving Objects for Relative Position Estimation in Autonomous Driving Conditions
김진우 Journal of Supercomputing, v.76 no.10, pp.8225-8247 |
10 |
원문
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학술대회
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2020 |
The Method for Providing of Parking Location Guidance Service in a Smart Parking Lot
김은주 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1899-1901 |
2 |
원문
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학술대회
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2020 |
Knowledge Distillation based Compact Model Learning Method for Object Detection
고종국 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1276-1278 |
3 |
원문
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학술대회
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2020 |
The Present and Future of Continual Learning
배희철 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1193-1195 |
2 |
원문
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학술대회
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2020 |
End-to-End Learning of Social Behaviors for Humanoid Robots
고우리 International Conference on Systems, Man, and Cybernetics (SMC) 2020, pp.1-6 |
6 |
원문
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학술지
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2020 |
A Positioning DB Generation Algorithm Applying Generative Adversarial Learning Method of Wireless Communication Signals
지명인 Journal of Positioning, Navigation, and Timing, v.9 no.3, pp.151-156 |
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학술지
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2020 |
Speech Recognition for Task Domains with Sparse Matched Training Data
강병옥 Applied Sciences, v.10 no.18, pp.1-15 |
3 |
원문
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학술지
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2020 |
Reinforcement Learning-based Path Generation using Sequential Pattern Reduction and Self-directed Curriculum Learning
김태우 IEEE Access, v.8, pp.147790-147807 |
7 |
원문
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학술지
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2020 |
Multi-Agent Reinforcement-Learning-Based Time-Slotted Channel Hopping Medium Access Control Scheduling Scheme
박희웅 IEEE Access, v.8, pp.139727-139736 |
16 |
원문
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학술지
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2020 |
Posture Recognition Using Ensemble Deep Models under Various Home Environments
변영현 Applied Sciences, v.10 no.4, pp.1213-28 |
20 |
원문
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학술대회
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2020 |
Edge Camera System Using Deep Learning Method with Model Compression on Embedded Applications
최윤원 International Conference on Consumer Electronics (ICCE) 2020, pp.1-4 |
5 |
원문
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학술지
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2019 |
Cyber Threat Detection Based on Artificial Neural Networks Using Event Profiles
이종훈 IEEE Access, v.7, pp.165607-165626 |
81 |
원문
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학술지
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2019 |
Network-Based Document Clustering Using External Ranking Loss for Network Embedding
윤여찬 IEEE Access, v.7, pp.155412-155423 |
2 |
원문
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학술대회
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2019 |
A Risk Estimation Approach based on Deep Learning in Shipbuilding Industry
최유희 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1438-1441 |
8 |
원문
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학술대회
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2019 |
Distortion Element Estimation Technique based on Deep Learning for Self-Interference Cancellation of Full Duplex Communication System
백명선 International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) 2019, pp.1-4 |
1 |
원문
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학술지
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2019 |
Multi-Scale Detector for Accurate Vehicle Detection in Traffic Surveillance Data
김광주 IEEE Access, v.7, pp.78311-78319 |
60 |
원문
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학술대회
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2019 |
A Study on Feature Extraction Methods Used to Estimate a Driver’s Level of Drowsiness
이경희 International Conference on Advanced Communications Technology (ICACT) 2019, pp.710-713 |
9 |
원문
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학술대회
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2018 |
Data Assimilation Technique for Social Agent-Based Simulation by using Reinforcement Learning
강동오 International Symposium on Distributed Simulation and Real Time Applications (DS-RT) 2018, pp.220-221 |
3 |
원문
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학술지
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2018 |
Deep Learning based Pilot Allocation Scheme (DL-PAS) for 5G Massive MIMO System
김귀훈 IEEE Communications Letters, v.22 no.4, pp.828-831 |
93 |
원문
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학술지
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2018 |
Confidence-Based Data Association and Discriminative Deep Appearance Learning for Robust Online Multi-object Tracking
배승환 IEEE Transactions on Pattern Analysis and Machine Intelligence, v.40 no.3, pp.595-610 |
197 |
원문
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학술대회
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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
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2017 |
Turn-Taking Intention Recognition Using Multimodal Cues in Social Human-Robot Interaction
박천수 International Conference on Control, Automation and Systems (ICCAS) 2017, pp.1300-1302 |
3 |
원문
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학술대회
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2017 |
Performance Analysis of Manifold Learning Methods for Radio Map Construction
타이광퉁 International Conference on Ubiquitous and Future Networks (ICUFN) 2017, pp.587-591 |
1 |
원문
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학술대회
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2017 |
Vehicle Type Classification Using Bagging and Convolutional Neural Network on Multi View Surveillance Image
김병근 Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2017, pp.914-919 |
45 |
원문
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학술지
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2017 |
얼굴 표정 인식을 위한 방향성 LBP 특징과 분별 영역 학습
강현우 멀티미디어학회논문지, v.20 no.5, pp.748-757 |
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원문
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학술대회
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2017 |
A Study on the Virtuous Circle Self-Learning Methods for Knowledge Enhancement
유재학 International Conference on Platform Technology and Service (PlatCon) 2017, pp.46-51 |
0 |
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 |
278 |
원문
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학술대회
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2016 |
Consideration of Manufacturing Data to Apply Machine Learning Methods for Predictive
한지형 International Conference on Ubiquitous and Future Networks (ICUFN) 2016, pp.109-113 |
29 |
원문
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학술지
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2014 |
Unsupervised Learning for Human Activity Recognition Using Smartphone Sensors
권용진 Expert Systems with Applications, v.41 no.14, pp.6067-6074 |
168 |
원문
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학술지
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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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학술지
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2012 |
Descriptive Question Answering with Answer Type Independent Features
윤여찬 IEICE Transactions on Information and Systems, v.E95.D no.7, pp.2009-2012 |
0 |
원문
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학술지
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2007 |
An Intelligent TV interface based on Statistical Dialogue Management
오효정 IEEE Transactions on Consumer Electronics, v.53 no.4, pp.1602-1607 |
3 |
원문
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학술대회
|
2007 |
Fast Reinforcement Learning Using Stochastic Shortest Paths for a Mobile Robot
권우영 International Conference on Intelligent Robots and Systems (IROS) 2007, pp.82-87 |
10 |
원문
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학술대회
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2007 |
Dialogue Management for Intelligent TV Based on Statistical Learning Method
오효정 International Conference on Text, Speech and Dialogue (TSD) 2007 (LNCS 4629), v.4629, pp.644-652 |
0 |
원문
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학술대회
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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
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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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