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2024 |
Glass Box Machine Learning for Retrospective Cohort Studies Using Many Patient Records. The Complex Example of Bleeding Peptic Ulcer
Barry Robson Computers in Biology and Medicine, v.173, pp.1-20 |
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Pre-echo reduction in transform audio coding via temporal envelope control with machine learning based estimation
김재원 International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2024, pp.1-5 |
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2024 |
Liquid-Metal-Based Soft Pressure Sensor and Multidirectional Detection by Machine Learning
굴오스만 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
백명선 IEEE Transactions on Broadcasting, v.70 no.1, pp.78-86 |
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2024 |
Integrated Machine Learning Approach for the Early Prediction of Pressure Ulcers in Spinal Cord Injury Patients
임명은 JOURNAL OF CLINICAL MEDICINE, v.13 no.4, pp.1-18 |
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2024 |
Integrated Machine Learning Approach for the Early Prediction of Pressure Ulcers in Spinal Cord Injury Patients
김유나 JOURNAL OF CLINICAL MEDICINE, v.13 no.4, pp.1-18 |
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Liquid-Metal-Based All-Soft Multidirectional Force Sensor and Machine Learning Application for Direction and Force Prediction
굴오스만 International Conference on Advanced Electromaterials (ICAE) 2023, pp.1-3 |
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2023 |
Machine Learning-based Classification Analysis of Knowledge Worker Mental Stress
김현숙 FRONTIERS IN PUBLIC HEALTH, v.11, pp.1-6 |
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2023 |
A Study on the Material Properties and Process Conditions Reasoning using Regression and Classification of Machine Learning
김현종 International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1298-1302 |
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2023 |
Study on WiFi-based Indoor Positioning Prediction using Machine Learning Techniques
박경현 International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1-4 |
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2023 |
Fault Type Classification of Rotating Machinery based on Machine Learning with Fourier Transform Feature Extraction
이민석 International Conference on Consumer Electronics (ICCE) 2023 : Asia, pp.508-511 |
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2023 |
Environment-adaptive Texture Recognition with Dynamic Ensemble Selection Machine Learning and Multimodal Tactile Sensing Module
김정남 한국센서학회 학술 대회 (추계) 2023, pp.1-1 |
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2023 |
Machine Learning for the Prediction of Water Quality for Smart Aquaculture
김대원 International Conference on Maritime IT Convergence (ICMIC) 2023, pp.48-51 |
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2023 |
Tensor slicing and optimization for multicore NPUs
Rafael Sousa Journal of Parallel and Distributed Computing, v.175, pp.66-79 |
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2023 |
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
김정남 한국센서학회 학술 대회 (춘계) 2023, pp.1-1 |
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2023 |
Comparative analysis of photovoltaic performance metrics for reliable performance loss rate
이현용 IET Renewable Power Generation, v.17 no.4, pp.1008-1019 |
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2023 |
Heterogeneous Structure Omnidirectional Strain Sensor Arrays With Cognitively Learned Neural Networks
이준호 Advanced Materials, v.35 no.13, pp.1-11 |
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Heterogeneous Structure Omnidirectional Strain Sensor Arrays With Cognitively Learned Neural Networks
김성현 Advanced Materials, v.35 no.13, pp.1-11 |
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2023 |
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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2023 |
Applicability of Machine-Learned Regression Models to Estimate Internal Air Temperature and CO2 Concentration of a Pig House
여욱현 Agronomy, v.13 no.2, pp.1-17 |
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2023 |
Automated detection of panic disorder based on multimodal physiological signals using machine learning
장은혜 ETRI Journal, v.45 no.1, pp.105-118 |
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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 |
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2023 |
Data Distribution-Aware Online Client Selection Algorithm for Federated Learning in Heterogeneous Networks
이재욱 IEEE Transactions on Vehicular Technology, v.72 no.1, pp.1127-1136 |
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2023 |
Automatic Depression Detection Using Smartphone-Based Text-Dependent Speech Signals: Deep Convolutional Neural Network Approach
김아영 Journal of Medical Internet Research, v.25, pp.1-17 |
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2023 |
3D Measurement Using a Single Image for Smart Manufacturing of Microscopic Products in a Ceramic Powder Pressing Process
김혜진 International Journal of Precision Engineering and Manufacturing-Green Technology, v.10 no.1, pp.233-243 |
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2022 |
Exploiting Machine Learning Models for Approximate Query Processing
이태휘 International Conference on Big Data (Big Data) 2022, pp.6734-6736 |
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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 |
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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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2022 |
A machine learning approach for ball milling of alumina ceramics
유정원 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
남기혁 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
디오니시오 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
박형주 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
손승철 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
봉기정 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
김정균 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
문성원 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
이좌형 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.2326-2329 |
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2022 |
Improving Text Classification Performance through Data Labeling Adjustment
권은정 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.2277-2279 |
1 |
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Detecting In-Game Play Event in Live Esports Stream
홍승진 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1929-1931 |
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2022 |
Multichannel Acoustic Spectroscopy of the Human Body for Inviolable Biometric Authentication
노형욱 Biosensors, v.12 no.9, pp.1-22 |
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Improvement of Clustering for Unsupervised Machine Learning by Feature Extraction Technique
김광원 한국전기전자학회 학술 대회 (하계) 2022, pp.1-4 |
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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 |
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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 |
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2022 |
Management of Distributed Renewable Energy Resources with the Help of a Wireless Sensor Network
Sarvar Hussain Nengroo Applied Sciences, v.12 no.14, pp.1-25 |
12 |
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2022 |
Time-Invariant Features-Based Online Learning for Long-Term Notification Management: A Longitudinal Study
이제민 Applied Sciences, v.12 no.11, pp.1-12 |
0 |
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2022 |
Classifying Gas Data Measured Under Multiple Conditions Using Deep Learning
이호중 IEEE Access, v.10, pp.68138-68150 |
2 |
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2022 |
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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2022 |
Intelligent Low Complexity Resource Allocation Method for Integrated Satellite-Terrestrial Systems
Satya Chan IEEE Wireless Communications Letters, v.11 no.5, pp.1087-1091 |
10 |
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2022 |
Attack Graph Generation with Machine Learning for Network Security
구기종 Electronics, v.11 no.9, pp.1-25 |
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2022 |
Highly Efficient Audio Coding with Blind Spectral Recovery Based on Machine Learning
김재원 IEEE Signal Processing Letters, v.29, pp.1212-1216 |
2 |
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2022 |
AI-Based Stroke Disease Prediction System Using ECG and PPG Bio-Signals
유재학 IEEE Access, v.10, pp.43623-43638 |
24 |
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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 |
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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 |
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AI-based Stroke Prediction System Using Body Motion Biosignals during Walking
유재학 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
최태상 ITU Kaleidoscope Academic Conference 2021, pp.1-8 |
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TTL-Based Cache Utility Maximization Using Deep Reinforcement Learning
조충래 Global Communications Conference (GLOBECOM) 2021, pp.1-6 |
2 |
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2021 |
Evaluating Differentially Private Generative Adversarial Networks Over Membership Inference Attack
박철희 IEEE Access, v.9, pp.167412-167425 |
4 |
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2021 |
기계학습에 의한 Self-Organizing Network 특허 동향
권동승 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
조성우 Energies, v.14 no.21, pp.1-16 |
30 |
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2021 |
A Study on Fire Prediction Method Using Air Quality Measurement Sensors of Smart Indoor Parking Lot
김은주 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1134-1136 |
0 |
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Network Anomaly Detection based on GAN with Scaling Properties
김현진 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1-5 |
4 |
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2021 |
A Study on Quality Prediction Failure Cause Analysis in Batch Process
김혜진 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1319-1322 |
0 |
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2021 |
Smart Policing Technique With Crime Type and Risk Score Prediction Based on Machine Learning for Early Awareness of Risk Situation
백명선 IEEE Access, v.9, pp.131906-131915 |
13 |
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2021 |
Machine Learning-Based Classification of Dependence in Ambulation in Stroke Patients Using Smartphone Video Data
박은희 Journal of Personalized Medicine, v.11 no.11, pp.1-11 |
8 |
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Machine Learning-based Texture Recognition with Highly Sensitive Piezoelectric Tactile Sensor
민유림 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
최승한 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
민유림 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1728-1730 |
0 |
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Wi-SUN Device Authentication using Physical Layer Fingerprint
오미경 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
이종택 Journal of Personalized Medicine, v.11 no.11, pp.1-11 |
8 |
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Highly Accurate Texture Classification with a Multimodal Tactile Sensing Module and Machine Learning
김정남 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
권순현 International Conference on Platform Technology and Service (PlatCon) 2021, pp.19-23 |
2 |
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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 |
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2021 |
ETLi: Efficiently Annotated Traffic LiDAR Dataset using Incremental and Suggestive Annotation
강정규 ETRI Journal, v.43 no.4, pp.630-639 |
4 |
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A Study on Rainfall Prediction based on Meteorological Time Series
홍강운 International Conference on Ubiquitous and Future Networks (ICUFN) 2021, pp.1-3 |
3 |
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2021 |
Groundwater Level Prediction Model Using Correlation and Difference Mechanisms Based on Boreholes Data for Sustainable Hydraulic Resource Management
Naeem Iqbal IEEE Access, v.9, pp.96092-96113 |
18 |
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2021 |
Boreholes Data Analysis Architecture Based on Clustering and Prediction Models for Enhancing Underground Safety Verification
Naeem Iqbal IEEE Access, v.9, pp.78428-78451 |
7 |
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2021 |
Evaluations of AI-based Malicious PowerShell Detection with Feature Optimizations
송지현 ETRI Journal, v.43 no.3, pp.549-560 |
8 |
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2021 |
AIR-Act2Act: Human-Human Interaction Dataset for Teaching Non-verbal Social Behaviors to Robots
고우리 The International Journal of Robotics Research, v.40 no.4-5, pp.691-697 |
15 |
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2021 |
Feature Engineering-based Short-Term Prediction Model for Postal Parcel Logistics
김은혜 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 |
1 |
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2021 |
Machine-Learning-Based Elderly Stroke Monitoring System Using Electroencephalography Vital Signals
최윤아 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
이태휘 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
배희철 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1193-1195 |
2 |
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2020 |
The Empirical Evaluation of Models Predicting Bike Sharing Demand
최승한 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1560-1562 |
5 |
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2020 |
AI-based Stroke Disease Prediction System Using Real-Time Electromyography Signals
유재학 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
이태휘 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1666-1668 |
5 |
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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 |
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2020 |
Machine Learning-based Analysis of Correlation between Energy Consumption Data of the Company and its Sales
이준기 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1258-1260 |
0 |
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2020 |
A Supervised-learning-based Spatial Performance Prediction Framework for Heterogeneous Communication Networks
최태상 ETRI Journal, v.42 no.5, pp.686-699 |
4 |
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학술지
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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 |
4 |
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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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학술대회
|
2020 |
Design and Performance Evaluation of Crime Type and Crime Risk Score Estimation Technique for Fast and Efficient Response of Severe Crimes
백명선 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1826-1828 |
5 |
원문
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학술대회
|
2020 |
PUF-based Authentication Scheme for IoT Devices
윤승용 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1792-1794 |
15 |
원문
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학술지
|
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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학술지
|
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
|
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
유재학 Mathematics, v.8 no.7, pp.1-16 |
25 |
원문
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학술지
|
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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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
김가규 International Symposium on Advanced Intelligent Systems (ISIS) 2019 / International Conference on Biometrics and Kansei Engineering (ICBAKE) 2019, pp.500-507 |
|
|
학술지
|
2019 |
Cyber Threat Detection Based on Artificial Neural Networks Using Event Profiles
이종훈 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
김대욱 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
오세원 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1027-1029 |
6 |
원문
|
학술대회
|
2019 |
Sensor Data based Work Area Environment Risk Prediction and Monitoring in the Shipbuilding
김재명 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.906-909 |
2 |
원문
|
학술대회
|
2019 |
A Machine Learning Approach that Meets Axiomatic Properties in Probabilistic Analysis of LTE Spectral Efficiency
이윤주 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1451-1453 |
10 |
원문
|
학술대회
|
2019 |
A Study on Traffic Characteristics for Anomaly Detection of Ethernet-based IVN
전부선 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.951-953 |
8 |
원문
|
학술대회
|
2019 |
ML-based Power Seat Control System
홍강운 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1260-1261 |
2 |
원문
|
학술대회
|
2019 |
Empirical Evaluation of Activation Functions and Kernel Initializers on Deep Reinforcement Learning
장수영 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
김은주 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.974-976 |
1 |
원문
|
학술대회
|
2019 |
A Brief Survey on Contemporary Methods for Anomaly Detection in Videos
무함마드 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.472-473 |
10 |
원문
|
학술대회
|
2019 |
SAE Level 3 Autonomous Driving Technology of the ETRI
민경욱 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.464-466 |
18 |
원문
|
학술지
|
2019 |
Efficient Privacy-Preserving Machine Learning for Blockchain Network
김현일 IEEE Access, v.7, pp.136481-136495 |
93 |
원문
|
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
|
학술지
|
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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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
|
학술대회
|
2019 |
Learning Based Character Segmentation Method for Various License Plates
김병근 International Conference on Machine Vision Applications (MVA) 2019, pp.1-6 |
3 |
원문
|
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
|
학술대회
|
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
|
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
|
학술지
|
2019 |
Design of Network Threat Detection and Classification based on Machine Learning on Cloud Computing
김현주 Cluster Computing, v.22 no.Supp.1, pp.2341-2350 |
32 |
원문
|
학술대회
|
2019 |
Design of Analog and Digital Hybrid MAC Circuit for Artificial Neural Networks
박기혁 International Conference on Electronics, Information and Communication (ICEIC) 2019, pp.621-623 |
3 |
원문
|
학술지
|
2019 |
A Survey of Deep Learning-based Network Anomaly Detection
권동운 Cluster Computing, v.22 no.Supp.1, pp.949-961 |
398 |
원문
|
학술대회
|
2019 |
Semantic Analysis of NIH Stroke Scale using Machine Learning Techniques
유재학 International Conference on Platform Technology and Service (PlatCon) 2019, pp.82-86 |
11 |
원문
|
학술지
|
2018 |
Automatic Detection of Major Depressive Disorder using Electrodermal Activity
김아영 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
오세원 International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1423-1425 |
2 |
원문
|
학술대회
|
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
|
학술대회
|
2018 |
A Scalable Client-server based Multi-drone Simulation Architecture Supporting Efficient Machine Learning
이수전 International Conference on Applied Computing (AC) 2018, pp.380-384 |
0 |
|
학술대회
|
2018 |
An Approach on a Combination of Higher-order Statistics and Higher-order Differential Energy Operator for Detecting Pathological Voice with Machine Learning
문지혜 International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.46-51 |
9 |
원문
|
학술지
|
2018 |
Deep Learning-based Classification with Improved Time Resolution for Physical Activities of Children
장용원 PeerJ, v.6, pp.1-23 |
11 |
원문
|
학술대회
|
2018 |
Ensemble Grid Formation to Detect Potential Anomalous Regions Using Context Encoders
무함마드 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
안후영 International Conference on Consumer Electronics (ICCE) 2018 : Asia, pp.206-212 |
3 |
원문
|
학술지
|
2018 |
Soft Memory Box: A Virtual Shared Memory Framework for Fast Deep Neural Network Training in Distributed High Performance Computing
안신영 IEEE Access, v.6, pp.26493-26504 |
13 |
원문
|
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
|
학술대회
|
2018 |
Machine Learning Approach to Initial Orbit Determination of Unknown LEO Satellites
이병선 International Conference on Space Operations (SpaceOps) 2018, pp.1-11 |
6 |
원문
|
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
|
학술대회
|
2018 |
A Comparative Study on Preprocessing Methods for Object Tracking in Sports Events
문성원 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
이경희 World Congress on Information Technology Applications and Services (World IT Congress) 2018, pp.1-4 |
|
|
학술지
|
2018 |
Acoustic Data Condensation to Enhance Pipeline Leak Detection
오세원 Nuclear Engineering and Design, v.327, pp.198-211 |
25 |
원문
|
학술대회
|
2018 |
General Labelled Data Generator Framework for Network Machine Learning
김귀훈 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
권은정 International Conference on Consumer Electronics (ICCE) 2018, pp.1-2 |
0 |
원문
|
학술대회
|
2018 |
A Design of IoT Based Contextual Adaptation Management System
강현중 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
박재휘 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
이용주 International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1035-1037 |
7 |
원문
|
학술대회
|
2017 |
Accelerating Training of DNN in Distributed Machine Learning System with Shared Memory
임은지 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
박천수 International Conference on Control, Automation and Systems (ICCAS) 2017, pp.1300-1302 |
3 |
원문
|
학술대회
|
2017 |
Physiological Signals and Recognition of Negative Emotions
박병준 International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1075-1077 |
14 |
원문
|
학술지
|
2017 |
A ParaBoost Stereoscopic Image Quality Assessment (PBSIQA) System
고현석 Journal of Visual Communication and Image Representation, v.45, pp.156-169 |
9 |
원문
|
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
|
학술지
|
2017 |
Restricting Answer Candidates Based on Taxonomic Relatedness of Integrated Lexical Knowledge Base in Question Answering
허정 ETRI Journal, v.39 no.2, pp.191-201 |
3 |
원문
|
학술지
|
2017 |
기계적 모터 고장 진단을 위한 머신 러닝 기법
정훈 산업경영시스템학회지, v.40 no.1, pp.57-64 |
|
원문
|
학술대회
|
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
|
학술대회
|
2017 |
A Design of Continuous Learning System based on Knowledge Augmentation
강현중 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
문성원 International Conference on Advanced Communication Technology (ICACT) 2017, pp.883-885 |
14 |
원문
|
학술대회
|
2017 |
Scene Boundary Detection with Graph Embedding
손정우 International Conference on Advanced Communication Technology (ICACT) 2017, pp.451-453 |
2 |
원문
|
학술대회
|
2016 |
Incremental Self-Evolving Framework for Agent-Based Simulation
강동오 International Conference on Computational Science and Computational Intelligence (CSCI) 2016, pp.1428-1429 |
2 |
원문
|
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
|
학술대회
|
2016 |
A Study on Knowledge-based Context Aware Framework using Machine Learning
김은주 International Conference on Future Generation Communication and Networking (FGCN) 2016, pp.90-94 |
|
원문
|
학술대회
|
2016 |
Predicting Churn in Mobile Free-to-Play Games
이상광 International Conference on Information and Communication Technology Convergence (ICTC) 2016, pp.1046-1048 |
12 |
원문
|
학술대회
|
2016 |
Study on the Multi-Modal Data Preprocessing for Knowledge-converged Super Brain
오세원 International Conference on Information and Communication Technology Convergence (ICTC) 2016, pp.1088-1093 |
2 |
원문
|
학술대회
|
2016 |
Human Activity Recognition using Wearable Accelerometer Sensors
주바이르 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
강현중 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
한지형 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
김민호 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
김재명 International Conference on Convergence Technology (ICCT) 2016, pp.143-144 |
|
|
학술대회
|
2016 |
Adaptive Spectral Co-Clustering for Multiview Data
손정우 International Conference on Advanced Communication Technology (ICACT) 2016, pp.447-450 |
4 |
원문
|
학술지
|
2015 |
A Distributed Support Vector Machine Learning Over Wireless Sensor Networks
김우진 IEEE Transactions on Cybernetics, v.45 no.11, pp.2599-2611 |
40 |
원문
|
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
한지형 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
장성준 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
장은혜 Journal of Physiological Anthropology, v.34, pp.1-12 |
112 |
원문
|
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
|
학술대회
|
2014 |
Performance Measurement of Decision Tree Excluding Insignificant Leaf Nodes
전해숙 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC) 2014, pp.122-127 |
3 |
원문
|
학술대회
|
2014 |
Pruning with Majority and Minority Properties
전해숙 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
장은혜 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
장은혜 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
장은혜 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
박병준 International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS) 2014, pp.116-121 |
1 |
원문
|
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 |
|
|
학술지
|
2012 |
A Novel Anomaly-Network Intrusion Detection System Using ABC Algorithms
배창석 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
노삼열 대한임베디드공학회 학술 대회 (추계) 2012, pp.274-277 |
|
|
학술대회
|
2012 |
Implementation of WSN Applicatiopn Service using People Detection Algorithm
유홍연 International Conference on Information and Communication Technology Convergence (ICTC) 2012, pp.117-118 |
0 |
원문
|
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
장은혜 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
장은혜 International Conference on Machine Learning and Computing (ICMLC) 2012, pp.1-5 |
|
|
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 |
|
|
학술지
|
2012 |
Prototype-based Classifier with Feature Selection and Its Design with Particle Swarm Optimization: Analysis and Comparative Studies
박병준 Journal of Electrical Engineering & Technology, v.7 no.2, pp.245-254 |
1 |
원문
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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
장은혜 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
|
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
최병철 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
오효정 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
김영수 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
장현철 International Workshop on Knowledge Discovery in Life Science LIterature (KDLL) 2006 (LNCS 3886), v.3886, pp.78-90 |
3 |
원문
|
학술대회
|
2006 |
An Efficient Text Filter for Adult Web Documents
김영수 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
|