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Glass Box Machine Learning for Retrospective Cohort Studies Using Many Patient Records. The Complex Example of Bleeding Peptic Ulcer
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Pre-echo reduction in transform audio coding via temporal envelope control with machine learning based estimation
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Liquid-Metal-Based Soft Pressure Sensor and Multidirectional Detection by Machine Learning
Osman Gul ADVANCED MATERIALS TECHNOLOGIES, v.권호미정, pp.1-11 |
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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 |
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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 |
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Integrated Machine Learning Approach for the Early Prediction of Pressure Ulcers in Spinal Cord Injury Patients
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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 |
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Machine Learning-based Classification Analysis of Knowledge Worker Mental Stress
Hyunsuk Kim FRONTIERS IN PUBLIC HEALTH, v.11, pp.1-6 |
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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 |
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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 |
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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 |
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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 |
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Machine Learning for the Prediction of Water Quality for Smart Aquaculture
Daewon Kim International Conference on Maritime IT Convergence (ICMIC) 2023, pp.48-51 |
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Tensor slicing and optimization for multicore NPUs
Rafael Sousa Journal of Parallel and Distributed Computing, v.175, pp.66-79 |
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Machine Learning-Based Solution for Thermomechanical Analysis of MMIC Packaging
강수민 ADVANCED MATERIALS TECHNOLOGIES, v.8 no.5, pp.1-8 |
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Noise Endurable Texture Recognition with a Visuo-tactile Sensing Module and Machine Learning
Jeongnam Kim 한국센서학회 학술 대회 (춘계) 2023, pp.1-1 |
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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 |
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Heterogeneous Structure Omnidirectional Strain Sensor Arrays With Cognitively Learned Neural Networks
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Heterogeneous Structure Omnidirectional Strain Sensor Arrays With Cognitively Learned Neural Networks
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Heterogeneous Structure Omnidirectional Strain Sensor Arrays With Cognitively Learned Neural Networks
허재상 Advanced Materials, v.35 no.13, pp.1-11 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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Exploiting Machine Learning Models for Approximate Query Processing
Lee Taewhi International Conference on Big Data (Big Data) 2022, pp.6734-6736 |
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Dynamic power and bandwidth allocation for DVB-based LEO satellite systems
Satya Chan ETRI Journal, v.44 no.6, pp.955-965 |
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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 |
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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 |
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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 |
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Path Loss Model Based on Machine Learning Using Multi-Dimensional Gaussian Process Regression
장기정 IEEE Access, v.10, pp.115061-115073 |
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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 |
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Brain-inspired Predictive Coding Improves the Performance of Machine Challenging Tasks
이장호 Frontiers in Computational Neuroscience, v.16, pp.1-14 |
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Design and Implementation of Network Data Analytics Function in 5G
이승현 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.757-759 |
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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 |
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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 |
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Breath analyzer for personalized monitoring of exercise-induced metabolic fat burning
Park Hyung Ju Sensors and Actuators B : Chemical, v.369, pp.1-9 |
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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 |
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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 |
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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 |
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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 |
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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 |
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Improving Text Classification Performance through Data Labeling Adjustment
Kwon Eun Jung International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.2277-2279 |
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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 |
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Multichannel Acoustic Spectroscopy of the Human Body for Inviolable Biometric Authentication
Noh Hyung Wook Biosensors, v.12 no.9, pp.1-22 |
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Improvement of Clustering for Unsupervised Machine Learning by Feature Extraction Technique
Kim Gwangwon 한국전기전자학회 학술 대회 (하계) 2022, pp.1-4 |
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SMaTE: A Segment-Level Feature Mixing and Temporal Encoding Framework for Facial Expression Recognition
Cho Sukhee Sensors, v.22 no.15, pp.1-19 |
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SMaTE: A Segment-Level Feature Mixing and Temporal Encoding Framework for Facial Expression Recognition
Nayeon Kim Sensors, v.22 no.15, pp.1-19 |
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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 |
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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 |
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Classifying Gas Data Measured Under Multiple Conditions Using Deep Learning
이호중 IEEE Access, v.10, pp.68138-68150 |
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Machine Learning-based Vision-aided Beam Selection for mmWave Multi-User MISO System
안혜민 IEEE Wireless Communications Letters, v.11 no.6, pp.1263-1267 |
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Machine Learning-Based Solutions for Thermo-Mechanical Reliability of GaN MMIC Power Amplifiers
강수민 Materials Research Society (MRS) Meeting 2022 (Spring), pp.1-1 |
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Intelligent Low Complexity Resource Allocation Method for Integrated Satellite-Terrestrial Systems
Satya Chan IEEE Wireless Communications Letters, v.11 no.5, pp.1087-1091 |
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Attack Graph Generation with Machine Learning for Network Security
Koo Ki Jong Electronics, v.11 no.9, pp.1-25 |
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Highly Efficient Audio Coding with Blind Spectral Recovery Based on Machine Learning
김재원 IEEE Signal Processing Letters, v.29, pp.1212-1216 |
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AI-Based Stroke Disease Prediction System Using ECG and PPG Bio-Signals
Yu Jae Hak IEEE Access, v.10, pp.43623-43638 |
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Prediction of Poststroke Depression Based on the Outcomes of Machine Learning Algorithms
김서영 Journal of Clinical Medicine, v.11 no.8, pp.1-21 |
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Prediction of Poststroke Depression Based on the Outcomes of Machine Learning Algorithms
류영환 Journal of Clinical Medicine, v.11 no.8, pp.1-21 |
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AI-based Stroke Prediction System Using Body Motion Biosignals during Walking
Yu Jae Hak Journal of Supercomputing, v.78 no.6, pp.8867-8889 |
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Quantum Key Distribution Networks for Trusted 5G and Beyond: An ITU-T Standardization Perspective
Taesang Choi ITU Kaleidoscope Academic Conference 2021, pp.1-8 |
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TTL-Based Cache Utility Maximization Using Deep Reinforcement Learning
Chunglae Cho Global Communications Conference (GLOBECOM) 2021, pp.1-6 |
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Evaluating Differentially Private Generative Adversarial Networks Over Membership Inference Attack
Park Cheolhee IEEE Access, v.9, pp.167412-167425 |
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Patent Trends on Machine Learning for Self-Organizing Network
Dongseung Kwon 한국통신학회논문지, v.46 no.12, pp.2372-2382 |
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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 |
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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 |
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Network Anomaly Detection based on GAN with Scaling Properties
Kimhyunjin International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1-5 |
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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 |
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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 |
13 |
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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 |
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Machine Learning-based Texture Recognition with Highly Sensitive Piezoelectric Tactile Sensor
Yulim Min 한국센서학회 학술 대회 (추계) 2021, pp.81-81 |
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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 |
1 |
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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 |
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Wi-SUN Device Authentication using Physical Layer Fingerprint
Oh Mi Kyung International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.160-162 |
3 |
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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 |
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Highly Accurate Texture Classification with a Multimodal Tactile Sensing Module and Machine Learning
Jeongnam Kim 한국센서학회 학술 대회 (추계) 2021, pp.84-84 |
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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 |
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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 |
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ETLi: Efficiently Annotated Traffic LiDAR Dataset using Incremental and Suggestive Annotation
Kang Jungyu ETRI Journal, v.43 no.4, pp.630-639 |
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A Study on Rainfall Prediction based on Meteorological Time Series
Kangwoon Hong International Conference on Ubiquitous and Future Networks (ICUFN) 2021, pp.1-3 |
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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 |
18 |
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Boreholes Data Analysis Architecture Based on Clustering and Prediction Models for Enhancing Underground Safety Verification
Naeem Iqbal IEEE Access, v.9, pp.78428-78451 |
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Evaluations of AI-based Malicious PowerShell Detection with Feature Optimizations
Jihyeon Song ETRI Journal, v.43 no.3, pp.549-560 |
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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 |
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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 |
1 |
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2021 |
Quantum State Learning via Single-Shot Measurements
이상민 Physical Review Letters, v.126, pp.1-5 |
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2021 |
Machine-Learning-Based Elderly Stroke Monitoring System Using Electroencephalography Vital Signals
Choi Yoona Applied Sciences, v.11 no.4, pp.1-18 |
24 |
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2020 |
A Practical Data Preparation Approach for Machine Learning over Heterogeneous Data Sources
Lee Taewhi International Conference on Internet (ICONI) 2020, pp.1-2 |
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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 |
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2020 |
The Present and Future of Continual Learning
Heechul Bae International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1193-1195 |
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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 |
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2020 |
AI-based Stroke Disease Prediction System Using Real-Time Electromyography Signals
Yu Jae Hak Applied Sciences, v.10 no.19, pp.1-19 |
46 |
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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 |
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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 |
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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 |
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2020 |
A Supervised-learning-based Spatial Performance Prediction Framework for Heterogeneous Communication Networks
Taesang Choi ETRI Journal, v.42 no.5, pp.686-699 |
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2020 |
A Supervised-learning-based Spatial Performance Prediction Framework for Heterogeneous Communication Networks
Shubhabrata Mukherjee ETRI Journal, v.42 no.5, pp.686-699 |
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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 |
6 |
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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 |
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2020 |
PUF-based Authentication Scheme for IoT Devices
Yoon Seung Yong International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1792-1794 |
15 |
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2020 |
Toward Unbiased Facial Expression Recognition in the Wild via Cross-Dataset Adaptation
Byungok Han IEEE Access, v.8, pp.159172-159181 |
10 |
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
Park Hui Ung IEEE Access, v.8, pp.139727-139736 |
16 |
원문
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학술지
|
2020 |
Towards Enabling Critical mMTC: A Review of URLLC Within mMTC
Shiva Raj Pokhrel IEEE Access, v.8, pp.131796-131813 |
100 |
원문
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학술지
|
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 |
25 |
원문
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학술지
|
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 |
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원문
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학술지
|
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
|
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 |
|
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학술지
|
2019 |
Cyber Threat Detection Based on Artificial Neural Networks Using Event Profiles
Jong-Hoon Lee IEEE Access, v.7, pp.165607-165626 |
80 |
원문
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학술대회
|
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
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학술대회
|
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 |
6 |
원문
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학술대회
|
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 |
2 |
원문
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학술대회
|
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
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학술대회
|
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 |
8 |
원문
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학술대회
|
2019 |
ML-based Power Seat Control System
Kangwoon Hong International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1260-1261 |
2 |
원문
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학술대회
|
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 |
5 |
원문
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학술대회
|
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
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학술대회
|
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 |
10 |
원문
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학술대회
|
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 |
18 |
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 |
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 |
55 |
원문
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학술지
|
2019 |
Multi-Scale Detector for Accurate Vehicle Detection in Traffic Surveillance Data
Kim Kwangju IEEE Access, v.7, pp.78311-78319 |
60 |
원문
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학술지
|
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 |
36 |
원문
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학술대회
|
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
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학술지
|
2019 |
A Parameterized Model to Select Discriminating Features on Keystroke Dynamics Authentication on Smartphones
이현구 Pervasive and Mobile Computing, v.54, pp.45-57 |
12 |
원문
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학술대회
|
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 |
9 |
원문
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학술대회
|
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 |
25 |
원문
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학술지
|
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 |
32 |
원문
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학술대회
|
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
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학술지
|
2019 |
A Survey of Deep Learning-based Network Anomaly Detection
권동운 Cluster Computing, v.22 no.Supp.1, pp.949-961 |
398 |
원문
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학술대회
|
2019 |
머신러닝 기법을 이용한 NIHSS의 의미적 분석
Yu Jae Hak International Conference on Platform Technology and Service (PlatCon) 2019, pp.82-86 |
11 |
원문
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학술지
|
2018 |
Automatic Detection of Major Depressive Disorder using Electrodermal Activity
Kim Ahyoung Scientific Reports, v.8, pp.1-9 |
43 |
원문
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학술대회
|
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
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학술대회
|
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
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학술대회
|
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 |
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학술대회
|
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 |
9 |
원문
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학술지
|
2018 |
Deep Learning-based Classification with Improved Time Resolution for Physical Activities of Children
Jang Yongwon PeerJ, v.6, pp.1-23 |
11 |
원문
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학술대회
|
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 |
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학술대회
|
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
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학술지
|
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 |
13 |
원문
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학술지
|
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
|
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 |
6 |
원문
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학술대회
|
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 |
11 |
원문
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학술대회
|
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 |
6 |
원문
|
학술대회
|
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 |
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학술지
|
2018 |
Acoustic Data Condensation to Enhance Pipeline Leak Detection
Oh Se Won Nuclear Engineering and Design, v.327, pp.198-211 |
25 |
원문
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학술대회
|
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
|
학술대회
|
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
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학술대회
|
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
|
학술대회
|
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 |
11 |
원문
|
학술대회
|
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 |
7 |
원문
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학술대회
|
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
|
학술대회
|
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
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학술대회
|
2017 |
Physiological Signals and Recognition of Negative Emotions
Park Byoung-Jun International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1075-1077 |
14 |
원문
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학술지
|
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
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학술대회
|
2017 |
Measure and Prediction of HEVC Perceptually Lossy/Lossless Boundary QP Values
Qin Huang Data Compression Conference (DCC) 2017, pp.1-10 |
29 |
원문
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학술지
|
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
|
학술지
|
2017 |
A Machine Learning Approach for Mechanical Motor Fault Diagnosis
Jung Hoon 산업경영시스템학회지, v.40 no.1, pp.57-64 |
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원문
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학술대회
|
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
|
학술대회
|
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
|
학술대회
|
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 |
14 |
원문
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학술대회
|
2017 |
Scene Boundary Detection with Graph Embedding
Jeongwoo Son International Conference on Advanced Communication Technology (ICACT) 2017, pp.451-453 |
2 |
원문
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학술대회
|
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
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학술지
|
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
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학술대회
|
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 |
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원문
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학술대회
|
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 |
12 |
원문
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학술대회
|
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
|
학술대회
|
2016 |
Human Activity Recognition using Wearable Accelerometer Sensors
Zubair Muhammad International Conference on Consumer Electronics (ICCE) 2016 : Asia, pp.273-277 |
33 |
원문
|
학술대회
|
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
|
학술지
|
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 |
14 |
원문
|
학술대회
|
2016 |
Consideration of Manufacturing Data to Apply Machine Learning Methods for Predictive
Ji-Hyeong Han International Conference on Ubiquitous and Future Networks (ICUFN) 2016, pp.109-113 |
29 |
원문
|
학술대회
|
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 |
|
|
학술대회
|
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 |
|
|
학술대회
|
2016 |
Adaptive Spectral Co-Clustering for Multiview Data
Jeongwoo Son International Conference on Advanced Communication Technology (ICACT) 2016, pp.447-450 |
4 |
원문
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학술지
|
2015 |
A Distributed Support Vector Machine Learning Over Wireless Sensor Networks
Kim Woojin IEEE Transactions on Cybernetics, v.45 no.11, pp.2599-2611 |
40 |
원문
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학술대회
|
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
|
학술대회
|
2015 |
Applications of Machine Learning Algorithms to Predictive Manufacturing: Trends and Application of Tool Wear Compensation Parameter Recommendation
Ji-Hyeong Han International Conference on Big Data Applications and Services (BigDAS) 2015, pp.1-7 |
2 |
원문
|
학술대회
|
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
|
학술지
|
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 |
112 |
원문
|
학술지
|
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
|
학술대회
|
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
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학술대회
|
2014 |
Pruning with Majority and Minority Properties
Jeon Hae Sook International Conference on Information Science and Applications (ICISA) 2014, pp.1-4 |
1 |
원문
|
학술대회
|
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 |
|
|
학술대회
|
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
|
학술지
|
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 |
35 |
원문
|
학술대회
|
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 |
31 |
원문
|
학술대회
|
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
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학술대회
|
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 |
|
|
학술지
|
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 |
15 |
|
학술대회
|
2012 |
Analysis of Path Finding Algorithms and Approach to Machine Learning Techniques
Samyeul Noh 대한임베디드공학회 학술 대회 (추계) 2012, pp.274-277 |
|
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학술대회
|
2012 |
Implementation of WSN Applicatiopn Service using People Detection Algorithm
Hong Yeon Yu International Conference on Information and Communication Technology Convergence (ICTC) 2012, pp.117-118 |
0 |
원문
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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 |
|
|
학술대회
|
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 |
17 |
원문
|
학술대회
|
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 |
|
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학술지
|
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 |
|
|
학술지
|
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
|
학술대회
|
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
|
학술대회
|
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 |
|
|
학술대회
|
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
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학술지
|
2009 |
Identifying Core Sets of Discriminatory Features using Particle Swarm Optimization
W. Pedrycz Expert Systems with Applications, v.36 no.3, pp.4610-4616 |
50 |
원문
|
학술대회
|
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
|
학술대회
|
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
|
학술대회
|
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
|
학술대회
|
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
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학술대회
|
2006 |
An Efficient Text Filter for Adult Web Documents
Kim Youngsoo International Conference on Advanced Communication Technology (ICACT) 2006, pp.438-440 |
13 |
|
학술대회
|
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
|