Conference
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2024 |
ML2Tuner: Efficient Code Tuning via Multi-Level Machine Learning Models
Cha Joohyoung Conference on Neural Information Processing Systems (NeurIPS) 2024 : Workshop, pp.1-12 |
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Journal
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2024 |
Enhancing Channel Estimation in Terrestrial Broadcast Communications Using Machine Learning
Inigo Bilbao IEEE Transactions on Broadcasting, v.70, no.4, pp.1181-1191 |
1 |
원문
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Conference
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2024 |
Enhancing Product Assurance and Reliability through a Machine Learning-Based Data Analysis System
Kim Dohun IEEE International Conference on Physical Assurance and Inspection of Electronics (PAINE) 2024, pp.1-7 |
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원문
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Conference
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2024 |
Predicting and Optimizing Shrinkage Rates in Zirconia Block Production through Machine Learning
Hyun Jong Kim International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.221-222 |
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Conference
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2024 |
Enhancing Emergency Situational Awareness Models by Correcting Mislabelled Data
Kwon Eun Jung International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.1710-1712 |
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Conference
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2024 |
Considerations of Using the Network Traffic Dataset for Machine Learning Algorithms
Choi Yangseo International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.427-428 |
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Journal
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2024 |
MLOps Technology Trend Supporting Automatic Generation of Neural Network
Kim Seon-Tae 전자통신동향분석, v.39, no.5, pp.12-20 |
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원문
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Conference
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2024 |
Comparison of Machine Learning Algorithms for Propagation Path Loss Prediction Using Ray Tracing Data
윤채원 International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.2182-2184 |
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Conference
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2024 |
Dome-Shaped Soft Multidirectional Pressure Sensor and Machine Learning Application
Osman Gul International Conference on Active Materials and Soft Mechatronics (AMSM) 2024, pp.91-92 |
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Journal
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2024 |
Predicting Startup Success using Two Bias-Free Machine Learning: Resolving Data Imbalance using Generative Adversarial Networks
Park Jungryeol JOURNAL OF BIG DATA, v.11, pp.1-20 |
1 |
원문
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Journal
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2024 |
Efcacy of automated machine learning models and feature engineering for diagnosis of equivocal appendicitis using clinical and computed tomography fndings
김일석 Scientific Reports, v.14, pp.1-13 |
1 |
원문
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Journal
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2024 |
Efcacy of automated machine learning models and feature engineering for diagnosis of equivocal appendicitis using clinical and computed tomography fndings
안주호 Scientific Reports, v.14, pp.1-13 |
1 |
원문
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Conference
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2024 |
Congestion or No Congestion: Packet Loss Identification and Prediction Using Machine Learning
Ali Inayat International Conference on Platform Technology and Service (PlatCon) 2024, pp.72-76 |
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Conference
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2024 |
A Case Study on the Generation of Big Data and Carbon Dioxide Concentration Analysis on Office Air Quality Using a Simple Monitor System
Yo Han Choi International Conference on Big Data Applications and Services (BigDAS) 2024, pp.9-16 |
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Conference
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2024 |
FusionFlow: Accelerating Data Preprocessing for Machine Learning with CPU-GPU Cooperation
김태윤 International Conference on Very Large DataBases (VLDB) 2024, pp.863-876 |
0 |
원문
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Conference
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2024 |
Machine Learning Model for Detecting Leakage in Water Distribution Networks Through Road Surface Leakage Noise Analysis: Feature Extraction Using Fourier Transform and MFCC
김현준 International Conference on Platform Technology and Service (PlatCon) 2024, pp.232-235 |
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Conference
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2024 |
Liquid-Metal-Based Soft Multidirectional Pressure Sensor with Machine Learning Application for Direction and Magnitude Discrimination
Osman Gul Global Conference on Innovation Materials (GCIM) 2024, pp.1-1 |
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Conference
|
2024 |
Machine learning-based fMRI feature extraction of major depressive disorders
이지원 Annual Meeting of the Organization for Human Brain Mapping (OHBM) 2024, pp.2305-2306 |
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Journal
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2024 |
Liquid‐Metal‐Based Soft Pressure Sensor and Multidirectional Detection by Machine Learning
Osman Gul ADVANCED MATERIALS TECHNOLOGIES, v.9, no.12, pp.1-11 |
3 |
원문
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Conference
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2024 |
Constrained Approximate Query Processing with Error and Response Time-Bound Guarantees for Efficient Big Data Analytics
Kim Sung-Soo International Symposium on High-Performance Parallel and Distributed Computing (HPDC) 2024, pp.373-376 |
0 |
원문
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Journal
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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 |
0 |
원문
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Journal
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2024 |
PUF-Based Robust and Anonymous Authentication and Key Establishment Scheme for V2G Networks
Yusungjin IEEE Internet of Things Journal, v.11, no.9, pp.15450-15464 |
14 |
원문
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Conference
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2024 |
Linear Parameter Estimation Using PhysicsInformed Machine Learning Algorithm for Leader Follower Tracking
이상문 International Conference on Robotics and Automation (ICRA) 2024, pp.1-1 |
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Conference
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2024 |
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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Journal
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2024 |
Bi‐LSTM model with time distribution for bandwidth prediction in mobile networks
이현지 ETRI Journal, v.46, no.2, pp.205-217 |
1 |
원문
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Journal
|
2024 |
Bi‐LSTM model with time distribution for bandwidth prediction in mobile networks
Kang Yoo Hwa ETRI Journal, v.46, no.2, pp.205-217 |
1 |
원문
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Journal
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2024 |
Deep Reinforcement Learning-Empowered Cost-Effective Federated Video Surveillance Management Framework
Dilshod Bazarov Ravshan Ugli Sensors, v.24, no.7, pp.1-19 |
0 |
원문
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Conference
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2024 |
Liquid-Metal-Based All-Soft Pressure Sensor and Machine Learning Application for Multidirectional Detection
Osman Gul Materials Research Society (MRS) Meeting 2024 (Spring), pp.1-1 |
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Conference
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2024 |
Performance Evaluation of Machine Learning Model for Snow and Cloud Differentiation
Jin Donghyun International Symposium on Remote Sensing (ISRS) 2024, pp.129-129 |
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Journal
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2024 |
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 |
6 |
원문
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Journal
|
2024 |
ML- and LSTM-Based Radiator Predictive Maintenance for Energy Saving in Compressed Air Systems
전승현 Energies, v.17, no.6, pp.1-12 |
2 |
원문
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Journal
|
2024 |
Mobility Management Paradigm Shift: from Reactive to Proactive Handover using AI/ML
Park Hyun Seo IEEE Network, v.38, no.2, pp.18-25 |
3 |
원문
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Journal
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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 |
1 |
원문
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Journal
|
2024 |
Joint Edge Server Selection and Data Set Management for Federated-Learning-Enabled Mobile Traffic Prediction
김도연 IEEE Internet of Things Journal, v.11, no.3, pp.4971-4986 |
7 |
원문
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Journal
|
2024 |
A Spatially Selective Electroactive‐Actuating Adhesive Electronics for Multi‐Object Manipulation and Adaptive Haptic Interaction
전승환 Advanced Functional Materials, v.34, no.6, pp.1-10 |
6 |
원문
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Journal
|
2024 |
Anti-spoofing for Fingerprint Recognition Using Electric Body Pulse Response
Kang Tae Wook IEEE Internet of Things Journal, v.11, no.4, pp.5993-6006 |
2 |
원문
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Journal
|
2024 |
A Spatially Selective Electroactive‐Actuating Adhesive Electronics for Multi‐Object Manipulation and Adaptive Haptic Interaction
황귀원 Advanced Functional Materials, v.34, no.6, pp.1-10 |
6 |
원문
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Journal
|
2024 |
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 |
1 |
원문
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Journal
|
2024 |
Joint Edge Server Selection and Data Set Management for Federated-Learning-Enabled Mobile Traffic Prediction
Seungjae Shin IEEE Internet of Things Journal, v.11, no.3, pp.4971-4986 |
7 |
원문
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Conference
|
2024 |
Development on Open-RAN Simulator with 5G-LENA
이재욱 International Conference on Information Networking (ICOIN) 2024, pp.176-178 |
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Journal
|
2024 |
Implementation of Device-adaptive neural network Generation and Deployment
Kim Seon-Tae 전자공학회논문지, v.61, no.1, pp.27-33 |
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원문
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Conference
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2024 |
GC-MVSNet: Multi-View, Multi-Scale, Geometrically-Consistent Multi-View Stereo
Vibhas K. Vats Winter Conference on Applications of Computer Vision (WACV) 2024, pp.3242-3252 |
9 |
원문
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Journal
|
2023 |
Trend in eXplainable Machine Learning for Intelligent Self-organizing Networks
Dongseung Kwon 전자통신동향분석, v.38, no.6, pp.95-106 |
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원문
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Journal
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2023 |
Trends on Data Management Technology using Artificial Intelligent Technology
Chang Soo Kim 전자통신동향분석, v.38, no.6, pp.22-30 |
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원문
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Conference
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2023 |
Learning for Spatio-temporal and Relational Data
Ki-Hyuk Nam International Conference on Big Data (Big Data) 2023, pp.6239-6241 |
0 |
원문
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Journal
|
2023 |
Denoising Masked Autoencoder-Based Missing Imputation within Constrained Environments for Electric Load Data
Jaeik Jeong Energies, v.16, no.24, pp.1-18 |
3 |
원문
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Conference
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2023 |
Utilizing Dimensional Emotion Representations in Speech Emotion Recognition
Bautista John Lorenzo International Conference on Applied Human Factors and Ergonomics (AHFE) 2023, pp.634-641 |
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원문
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Conference
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2023 |
An Augmentation-agnostic Semantic Preserving Technique for Data Generation
Jang-Ho Choi International Conference on Big Data (Big Data) 2023, pp.6119-6121 |
0 |
원문
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Conference
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2023 |
Privacy-preserving Approximate Query Processing with Differentially Private Generative Models
옥지원 International Conference on Big Data (Big Data) 2023, pp.6242-6244 |
1 |
원문
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Journal
|
2023 |
Machine Learning-based Classification Analysis of Knowledge Worker Mental Stress
Hyunsuk Kim FRONTIERS IN PUBLIC HEALTH, v.11, pp.1-6 |
0 |
원문
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Conference
|
2023 |
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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Conference
|
2023 |
Federated Learning in Prediction of Dementia Stage: An Experimental Study
Eom Bo Yun International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1785-1788 |
1 |
원문
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Conference
|
2023 |
A study on Prototype Jammer System
Kangwoon Hong International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1534-1536 |
0 |
원문
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Conference
|
2023 |
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 |
0 |
원문
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Conference
|
2023 |
Latent-Variable Classifiers Based on Total Correlation for Dynamic Environments
Kim Cheol Ho International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.103-105 |
0 |
원문
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Conference
|
2023 |
Development of AutoML based multifunctional complex dyeing sensor for energy saving
Lee Jeong In International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1742-1745 |
0 |
원문
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Conference
|
2023 |
Unidirectional-Edge Detection based Background Subtraction method for Real-time Object Detection in Restricted Environments
Whui Kim International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1350-1352 |
0 |
원문
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Conference
|
2023 |
Study on WiFi-based Indoor Positioning Prediction using Machine Learning Techniques
Park Kyoung Hyun International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1-4 |
0 |
원문
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Conference
|
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 |
0 |
원문
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Conference
|
2023 |
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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Conference
|
2023 |
CSI feedback compression based on deep learning using wavelet transform
Kwon Yong Jin International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1-4 |
0 |
원문
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Journal
|
2023 |
Research Trends on Quantum Error Decoders for Fault-Tolerant Quantum Computing
Cho Eun Young 전자통신동향분석, v.38, no.5, pp.34-50 |
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원문
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Journal
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2023 |
Trends in Compute Express Link(CXL) Technology
Kim Seon Young 전자통신동향분석, v.38, no.5, pp.23-33 |
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원문
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Conference
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2023 |
Comparison of Leak Detection Techniques Using Water Pipeline Vibration Sensor Data
Kang Mi Seon International Conference on Consumer Electronics (ICCE) 2023 : Asia, pp.33-36 |
0 |
원문
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Conference
|
2023 |
PINN application for compressible gas flow transient analysis
Sangjoon Lee International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1703-1708 |
1 |
원문
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Journal
|
2023 |
ML-Based 5G Traffic Generation for Practical Simulations Using Open Datasets
최용훈 IEEE Communications Magazine, v.61, no.9, pp.130-136 |
7 |
원문
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Conference
|
2023 |
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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Journal
|
2023 |
Convolutional Autoencoder-Based Anomaly Detection for Photovoltaic Power Forecasting of Virtual Power Plants
박태섭 Energies, v.16, no.14, pp.1-20 |
6 |
원문
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Conference
|
2023 |
A Study on Latency Prediction in 5G network
Seung Han Choi International Conference on Ubiquitous and Future Networks (ICUFN) 2023, pp.713-715 |
0 |
원문
|
Conference
|
2023 |
Federated Learning Using Blockchain-based Marketplace
Eom Bo Yun International Conference on Ubiquitous and Future Networks (ICUFN) 2023, pp.795-797 |
0 |
원문
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Conference
|
2023 |
Anomaly Detection in Scientific Datasets using Sparse Representation
Moon Ae Kyeung International Symposium on High-Performance Parallel and Distributed Computing (HPDC) 2023, pp.13-18 |
2 |
원문
|
Journal
|
2023 |
Trends in Development of Intelligent Response Technology for 112 and 119 Emergency Calls
Lee Minjung 전자통신동향분석, v.38, no.3, pp.57-65 |
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원문
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Journal
|
2023 |
Tensor slicing and optimization for multicore NPUs
Rafael Sousa Journal of Parallel and Distributed Computing, v.175, pp.66-79 |
4 |
원문
|
Journal
|
2023 |
Heterogeneous Structure Omnidirectional Strain Sensor Arrays With Cognitively Learned Neural Networks
이준호 Advanced Materials, v.35, no.13, pp.1-11 |
56 |
원문
|
Journal
|
2023 |
Heterogeneous Structure Omnidirectional Strain Sensor Arrays With Cognitively Learned Neural Networks
허재상 Advanced Materials, v.35, no.13, pp.1-11 |
56 |
원문
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Journal
|
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 |
1 |
원문
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Journal
|
2023 |
Low‐Power, Multi‐Transduction Nanosensor Array for Accurate Sensing of Flammable and Toxic Gases
강민구 SMALL METHODS, v.7, no.3, pp.1-11 |
13 |
원문
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Journal
|
2023 |
Low‐Power, Multi‐Transduction Nanosensor Array for Accurate Sensing of Flammable and Toxic Gases
Dionisio Valentin Del Orbe Hen SMALL METHODS, v.7, no.3, pp.1-11 |
13 |
원문
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Journal
|
2023 |
Machine Learning‐Based Solution for Thermomechanical Analysis of MMIC Packaging
강수민 ADVANCED MATERIALS TECHNOLOGIES, v.8, no.5, pp.1-8 |
2 |
원문
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Conference
|
2023 |
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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Journal
|
2023 |
Heterogeneous Structure Omnidirectional Strain Sensor Arrays With Cognitively Learned Neural Networks
Kim Seong Hyun Advanced Materials, v.35, no.13, pp.1-11 |
56 |
원문
|
Journal
|
2023 |
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 |
4 |
원문
|
Journal
|
2023 |
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 |
5 |
원문
|
Journal
|
2023 |
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 |
5 |
원문
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Conference
|
2023 |
Low-Likelihood EBM Samples for Out-of-Distribution Detection
Assefa Seyoum Wahd 영상처리 및 이해에 관한 워크샵 (IPIU) 2023, pp.1-6 |
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Conference
|
2023 |
Analysis on the Neural Network-aided Satellite Resource Allocation Schemes
조규성 International Conference on Electronics, Information and Communication (ICEIC) 2023, pp.77-80 |
2 |
원문
|
Journal
|
2023 |
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 |
21 |
원문
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Journal
|
2023 |
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 |
27 |
원문
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Journal
|
2023 |
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 |
5 |
원문
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Journal
|
2022 |
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 |
2 |
원문
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Conference
|
2022 |
Exploiting Machine Learning Models for Approximate Query Processing
Lee Taewhi International Conference on Big Data (Big Data) 2022, pp.6734-6736 |
4 |
원문
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Conference
|
2022 |
Symmetry Preprocessing Architecture for Neural Network Quantum Error Decoder
Cho Eun Young International Conference on Internet (ICONI) 2022, pp.274-276 |
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Journal
|
2022 |
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 |
0 |
원문
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Journal
|
2022 |
Editorial: Social human-robot interaction (sHRI) of human-care service robots
Minsu Jang Frontiers in Robotics and AI, v.9, pp.1-3 |
1 |
원문
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Conference
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2022 |
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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Journal
|
2022 |
Dynamic power and bandwidth allocation for DVB‐based LEO satellite systems
Satya Chan ETRI Journal, v.44, no.6, pp.955-965 |
5 |
원문
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Journal
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2022 |
Brain-inspired Predictive Coding Improves the Performance of Machine Challenging Tasks
이장호 Frontiers in Computational Neuroscience, v.16, pp.1-14 |
1 |
원문
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Journal
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2022 |
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 |
23 |
원문
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Journal
|
2022 |
Path Loss Model Based on Machine Learning Using Multi-Dimensional Gaussian Process Regression
장기정 IEEE Access, v.10, pp.115061-115073 |
10 |
원문
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Conference
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2022 |
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 |
3 |
원문
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Conference
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2022 |
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 |
0 |
원문
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Journal
|
2022 |
Trend of Edge Machine Learning as-a-Service
Na Jung-Chan 전자통신동향분석, v.37, no.5, pp.44-53 |
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원문
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Conference
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2022 |
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 |
2 |
원문
|
Journal
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2022 |
Breath analyzer for personalized monitoring of exercise-induced metabolic fat burning
Park Hyung Ju Sensors and Actuators B : Chemical, v.369, pp.1-9 |
5 |
원문
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Journal
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2022 |
Breath analyzer for personalized monitoring of exercise-induced metabolic fat burning
Dionisio Valentin Del Orbe Hen Sensors and Actuators B : Chemical, v.369, pp.1-9 |
5 |
원문
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Conference
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2022 |
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 |
1 |
원문
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Conference
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2022 |
Design and Implementation of Network Data Analytics Function in 5G
이승현 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.757-759 |
4 |
원문
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Conference
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2022 |
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 |
1 |
원문
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Conference
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2022 |
Improving Text Classification Performance through Data Labeling Adjustment
Kwon Eun Jung International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.2277-2279 |
1 |
원문
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Conference
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2022 |
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 |
5 |
원문
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Conference
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2022 |
Correlation Analysis of Usage Pattern in Home Appliance with Boosting Algorithm
Joa Hyoung Lee International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.2326-2329 |
1 |
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Journal
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2022 |
Multichannel Acoustic Spectroscopy of the Human Body for Inviolable Biometric Authentication
Noh Hyung Wook Biosensors, v.12, no.9, pp.1-22 |
4 |
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2022 |
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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2022 |
SMaTE: A Segment-Level Feature Mixing and Temporal Encoding Framework for Facial Expression Recognition
Cho Sukhee Sensors, v.22, no.15, pp.1-19 |
2 |
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2022 |
SMaTE: A Segment-Level Feature Mixing and Temporal Encoding Framework for Facial Expression Recognition
Nayeon Kim Sensors, v.22, no.15, pp.1-19 |
2 |
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2022 |
Artificial Intelligence Applications on Mobile Telecommunication Systems
Yeh Choongil 전자통신동향분석, v.37, no.4, pp.60-69 |
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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 |
17 |
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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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Journal
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2022 |
Machine Learning-Based Vision-Aided Beam Selection for mmWave Multiuser MISO System
안혜민 IEEE Wireless Communications Letters, v.11, no.6, pp.1263-1267 |
10 |
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2022 |
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 |
0 |
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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 |
19 |
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2022 |
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 |
Attack Graph Generation with Machine Learning for Network Security
Koo Ki Jong Electronics, v.11, no.9, pp.1-25 |
8 |
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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 |
4 |
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Journal
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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 |
16 |
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2022 |
AI-based Stroke Prediction System Using Body Motion Biosignals during Walking
Yu Jae Hak Journal of Supercomputing, v.78, no.6, pp.8867-8889 |
6 |
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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 |
16 |
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2022 |
AI-Based Stroke Disease Prediction System Using ECG and PPG Bio-Signals
Yu Jae Hak IEEE Access, v.10, pp.43623-43638 |
51 |
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2021 |
Trends of Aircraft Safety Data and Analysis Methods
Kim Ji Yeon 전자통신동향분석, v.36, no.6, pp.55-66 |
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2021 |
Evaluating Differentially Private Generative Adversarial Networks Over Membership Inference Attack
Park Cheolhee IEEE Access, v.9, pp.167412-167425 |
5 |
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Conference
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2021 |
Quantum Key Distribution Networks for Trusted 5G and Beyond: An ITU-T Standardization Perspective
Taesang Choi ITU Kaleidoscope Academic Conference 2021, pp.1-8 |
3 |
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Conference
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2021 |
A Study on ML Model Performance Analysis According to Multiple Levels of Learning Data for Building Energy Consumption Prediction
Kim Tae Hyung International Conference on Ubiquitous Information Technologies and Applications (CUTE) 2021, pp.1-6 |
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2021 |
TTL-Based Cache Utility Maximization Using Deep Reinforcement Learning
Chunglae Cho Global Communications Conference (GLOBECOM) 2021, pp.1-6 |
4 |
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2021 |
Patent Trends on Machine Learning for Self-Organizing Network
Dongseung Kwon 한국통신학회논문지, v.46, no.12, pp.2372-2382 |
0 |
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2021 |
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 |
41 |
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Conference
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2021 |
Boosting Algorithm based Analysis of Energy Consumption Pattern in Home
Joa Hyoung Lee 대한전자공학회 학술 대회 (추계) 2021, pp.2557-2560 |
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Conference
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2021 |
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 |
0 |
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Conference
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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 |
2 |
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Conference
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2021 |
Wi-SUN Device Authentication using Physical Layer Fingerprint
Oh Mi Kyung International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.160-162 |
4 |
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Journal
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2021 |
Research Trends on Deep Learning for Anomaly Detection of Aviation Safety
Park Noh-Sam 전자통신동향분석, v.36, no.5, pp.82-91 |
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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
Baek Myung-Sun IEEE Access, v.9, pp.131906-131915 |
21 |
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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 |
8 |
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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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Conference
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2021 |
Multi-feature based Object Classification using Flexible Gloves inspired by Human Grasping
Yulim Min International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1728-1730 |
0 |
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Conference
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2021 |
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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Conference
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2021 |
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 |
0 |
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Conference
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2021 |
Network Anomaly Detection based on GAN with Scaling Properties
Kimhyunjin International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1-5 |
5 |
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Conference
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2021 |
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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Journal
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2021 |
ETLi: Efficiently Annotated Traffic LiDAR Dataset using Incremental and Suggestive Annotation
Kang Jungyu ETRI Journal, v.43, no.4, pp.630-639 |
6 |
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Journal
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2021 |
Measurement and Analysis of Human Body Channel Response for Biometric Recognition
Kang Tae Wook IEEE Transactions on Instrumentation and Measurement, v.70, pp.1-12 |
11 |
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Conference
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2021 |
A Study on Rainfall Prediction based on Meteorological Time Series
Kangwoon Hong International Conference on Ubiquitous and Future Networks (ICUFN) 2021, pp.1-3 |
3 |
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Conference
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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 |
3 |
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Journal
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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 |
24 |
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Journal
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2021 |
Evaluations of AI‐based malicious PowerShell detection with feature optimizations
Jihyeon Song ETRI Journal, v.43, no.3, pp.549-560 |
16 |
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Journal
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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 |
10 |
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Journal
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2021 |
Quantum State Learning via Single-Shot Measurements
이상민 Physical Review Letters, v.126, pp.1-5 |
2 |
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Journal
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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 |
24 |
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Journal
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2021 |
Trends in Low-Power On-Device Vision SW Framework Technology
Lee Moonsoo 전자통신동향분석, v.36, no.2, pp.56-64 |
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Conference
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2021 |
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 |
2 |
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Journal
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2021 |
MLOps Execution Strategy
Cho Seong Ik 주간기술동향, v.1985, pp.2-16 |
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Journal
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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 |
34 |
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Conference
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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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Journal
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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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Conference
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2020 |
Attrack Graph Learning with Machine Lerning
Koo Ki Jong International Conference on Multimedia Information Technology and Applications (MITA) 2020, pp.97-98 |
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Conference
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2020 |
Fast Idle-and-Go Algorithm and Estimated Curvature to Objective function for control to Learning rate in Machine Learning
Jinwuk Seok 대한전자공학회 학술 대회 (추계) 2020, pp.608-611 |
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Conference
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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 |
7 |
원문
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Conference
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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 |
0 |
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Conference
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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 |
18 |
원문
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Conference
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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 |
원문
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Conference
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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 |
5 |
원문
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Conference
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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 |
2 |
원문
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Conference
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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 |
7 |
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Journal
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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 |
63 |
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Journal
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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 |
4 |
원문
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Journal
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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 |
원문
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Conference
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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 |
2 |
원문
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Journal
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2020 |
Physical-Layer Technology Trend and Prospect for AI-based Mobile Communication
Chang Kapseok 전자통신동향분석, v.35, no.5, pp.14-29 |
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Journal
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2020 |
Research Status on Machine Learning for Self-Healing of Mobile Communication Network
Dongseung Kwon 전자통신동향분석, v.35, no.5, pp.30-42 |
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Journal
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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 |
13 |
원문
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Journal
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2020 |
Research Status of Machine Learning for Self-Organizing Network - I
Dongseung Kwon 전자통신동향분석, v.35, no.4, pp.103-114 |
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원문
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Journal
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2020 |
Research Status on Machine Learning for Self-Organizing Network - II
Dongseung Kwon 전자통신동향분석, v.35, no.4, pp.115-134 |
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Journal
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2020 |
Drone Simulation Technologies
Lee Soo Jeon 전자통신동향분석, v.35, no.4, pp.81-90 |
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Journal
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2020 |
An Elderly Health Monitoring System Using Machine Learning and In-Depth Analysis Techniques on the NIH Stroke Scale
Yu Jae Hak Mathematics, v.8, no.7, pp.1-16 |
34 |
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Journal
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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 |
24 |
원문
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Journal
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2020 |
Towards Enabling Critical mMTC: A Review of URLLC Within mMTC
Shiva Raj Pokhrel IEEE Access, v.8, pp.131796-131813 |
138 |
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Journal
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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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Journal
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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 |
27 |
원문
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Conference
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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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Journal
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2019 |
A Survey on Deep Reinforcement Learning Libraries
Seungjae Shin 전자통신동향분석, v.34, no.6, pp.87-99 |
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원문
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Conference
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2019 |
Study on Quantized Learning for Machine Learning Equation in an Embedded System
Jinwuk Seok 대한전자공학회 학술 대회 (추계) 2019, pp.675-678 |
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Journal
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2019 |
Cyber Threat Detection Based on Artificial Neural Networks Using Event Profiles
Jong-Hoon Lee IEEE Access, v.7, pp.165607-165626 |
107 |
원문
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Conference
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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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Conference
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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 |
9 |
원문
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Conference
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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 |
15 |
원문
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Conference
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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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Conference
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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 |
7 |
원문
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Conference
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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 |
3 |
원문
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Conference
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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 |
7 |
원문
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Conference
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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 |
19 |
원문
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Conference
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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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Conference
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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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Conference
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2019 |
A Study on Feature Selection Using Random Forest for Stock Prediction
Lee Ji-Sung International Conference on Control, Automation and Systems (ICCAS) 2019, pp.1-3 |
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Journal
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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 |
72 |
원문
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Journal
|
2019 |
Efficient Privacy-Preserving Machine Learning for Blockchain Network
김현일 IEEE Access, v.7, pp.136481-136495 |
104 |
원문
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Journal
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2019 |
Recent Research & Development Trends in Automated Machine Learning
Moon Yong Hyuk 전자통신동향분석, v.34, no.4, pp.32-42 |
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Journal
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2019 |
Recent Trends and Prospects of 3D Content Using Artificial Intelligence Technology
Lee Seung Wook 전자통신동향분석, v.34, no.4, pp.15-22 |
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원문
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Journal
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2019 |
Research Trends of Ultra-reliable and Low-latency Machine Learning-based Wireless Communication Technology
Lee Hyun 전자통신동향분석, v.34, no.3, pp.93-105 |
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원문
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Conference
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2019 |
An Implementation of a Service Selection Engine for Human-care Service Robot Using ROS
Choulsoo Jang International Conference on Ubiquitous Robots (UR) 2019, pp.485-488 |
|
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Journal
|
2019 |
Multi-Scale Detector for Accurate Vehicle Detection in Traffic Surveillance Data
Kim Kwangju IEEE Access, v.7, pp.78311-78319 |
67 |
원문
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Journal
|
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 |
50 |
원문
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Conference
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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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Journal
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2019 |
A Parameterized Model to Select Discriminating Features on Keystroke Dynamics Authentication on Smartphones
이현구 Pervasive and Mobile Computing, v.54, pp.45-57 |
14 |
원문
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Conference
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2019 |
Modelling Chlorophyll-a Concentration using Deep Neural Networks considering Extreme Data Imbalance and Skewness
Jang-Ho Choi International Conference on Advanced Communications Technology (ICACT) 2019, pp.631-634 |
31 |
원문
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Conference
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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 |
13 |
원문
|
Journal
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2019 |
Recent Trends of Hyperspectral Imaging Technology
Lee Mun Seob 전자통신동향분석, v.34, no.1, pp.86-97 |
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원문
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Conference
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2019 |
Object Pose Estimation by Contour Segment Matching
Jeon Seohyun International Workshop on Frontiers of Computer Vision (IW-FCV) 2019, pp.1-3 |
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Journal
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2019 |
Trend of Utilization of Machine Learning Technology for Digital Healthcare Data Analysis
Young Choon Woo 전자통신동향분석, v.34, no.1, pp.98-110 |
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원문
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Conference
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2019 |
머신러닝 기법을 이용한 NIHSS의 의미적 분석
Yu Jae Hak International Conference on Platform Technology and Service (PlatCon) 2019, pp.82-86 |
15 |
원문
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Journal
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2019 |
A Survey of Deep Learning-based Network Anomaly Detection
권동운 Cluster Computing, v.22, no.Supp.1, pp.949-961 |
467 |
원문
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Journal
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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 |
37 |
원문
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Conference
|
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
|
Conference
|
2018 |
Building Datasets for Training Robots’ Social Intelligence
Minsu Jang International Conference on Social Robotics (ICSR) 2018: Workshop, pp.1-3 |
|
|
Journal
|
2018 |
Automatic Detection of Major Depressive Disorder using Electrodermal Activity
Kim Ahyoung Scientific Reports, v.8, pp.1-9 |
51 |
원문
|
Conference
|
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 |
|
Conference
|
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
|
Journal
|
2018 |
Deep Learning-based Classification with Improved Time Resolution for Physical Activities of Children
Jang Yongwon PeerJ, v.6, pp.1-23 |
11 |
원문
|
Conference
|
2018 |
Social Link Prediction and Feature Analysis in Mobile Game
Daewook Kim International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.906-909 |
2 |
원문
|
Conference
|
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 |
|
Conference
|
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 |
11 |
원문
|
Journal
|
2018 |
Trends on Object Detection Techniques Based on Deep Learning
Jinsu Lee 전자통신동향분석, v.33, no.4, pp.23-32 |
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원문
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Conference
|
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
|
Journal
|
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 |
15 |
원문
|
Journal
|
2018 |
Convolutional Neural Network-based Classification System Design with Compressed Wireless Sensor Network Images
안정모 PLOS ONE, v.13, no.5, pp.1-25 |
28 |
원문
|
Conference
|
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 |
9 |
원문
|
Journal
|
2018 |
Research Trends on Physical Layers in Wireless Communications Using Machine Learning
Yun Ho Choi 전자통신동향분석, v.33, no.2, pp.39-47 |
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원문
|
Conference
|
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 |
13 |
원문
|
Journal
|
2018 |
Acoustic Data Condensation to Enhance Pipeline Leak Detection
Oh Se Won Nuclear Engineering and Design, v.327, pp.198-211 |
30 |
원문
|
Conference
|
2018 |
General Labelled Data Generator Framework for Network Machine Learning
Kim Kwihoon International Conference on Advanced Communications Technology (ICACT) 2018, pp.1-5 |
5 |
원문
|
Conference
|
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 |
7 |
원문
|
Conference
|
2018 |
A Study on the Data Analysis of Environmental Sensors Using Machine Learning Algorithms
Lee Kyong Hee World Congress on Information Technology Applications and Services (World IT Congress) 2018, pp.1-4 |
|
|
Conference
|
2018 |
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
|
Conference
|
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
|
Conference
|
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 |
13 |
원문
|
Conference
|
2017 |
Physiological Signals and Recognition of Negative Emotions
Park Byoung-Jun International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1075-1077 |
15 |
원문
|
Conference
|
2017 |
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
|
Conference
|
2017 |
Comparative Analysis of Machine Learning Algorithms to Urban Traffic Prediction
Lee Yong-Ju International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1035-1037 |
8 |
원문
|
Conference
|
2017 |
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
|
Journal
|
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
|
Conference
|
2017 |
Measure and Prediction of HEVC Perceptually Lossy/Lossless Boundary QP Values
Qin Huang Data Compression Conference (DCC) 2017, pp.1-10 |
32 |
원문
|
Journal
|
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
|
Journal
|
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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Conference
|
2017 |
Scene Boundary Detection with Graph Embedding
Jeongwoo Son International Conference on Advanced Communication Technology (ICACT) 2017, pp.451-453 |
3 |
원문
|
Conference
|
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
|
Conference
|
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
|
Conference
|
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 |
17 |
원문
|
Conference
|
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
|
Journal
|
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
|
Conference
|
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 |
|
원문
|
Conference
|
2016 |
Human Activity Recognition using Wearable Accelerometer Sensors
Zubair Muhammad International Conference on Consumer Electronics (ICCE) 2016 : Asia, pp.273-277 |
36 |
원문
|
Conference
|
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
|
Conference
|
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 |
14 |
원문
|
Conference
|
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
|
Journal
|
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 |
15 |
원문
|
Conference
|
2016 |
Consideration of manufacturing data to apply machine learning methods for predictive manufacturing
Ji-Hyeong Han International Conference on Ubiquitous and Future Networks (ICUFN) 2016, pp.109-113 |
32 |
원문
|
Conference
|
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 |
|
|
Conference
|
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 |
|
|
Conference
|
2016 |
Golf Swing Analyzing System based on Human Skeleton Data
Jae-Ho Lee Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV) 2016, pp.1-4 |
|
|
Conference
|
2016 |
Adaptive Spectral Co-Clustering for Multiview Data
Jeongwoo Son International Conference on Advanced Communication Technology (ICACT) 2016, pp.447-450 |
4 |
원문
|
Journal
|
2015 |
A Distributed Support Vector Machine Learning Over Wireless Sensor Networks
Kim Woojin IEEE Transactions on Cybernetics, v.45, no.11, pp.2599-2611 |
48 |
원문
|
Conference
|
2015 |
Applications of Machine Learning Algorithms to Predictive Manufacturing
Ji-Hyeong Han International Conference on Big Data Applications and Services (BigDAS) 2015, pp.1-7 |
2 |
원문
|
Conference
|
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
|
Conference
|
2015 |
Weak False Label Learning Model for Sensor Data Recognition
Chang Sung June International Conference on Control, Automation and Systems (ICCAS) 2015, pp.1321-1323 |
0 |
원문
|
Conference
|
2015 |
Anomaly Detection of Access Patterns in Database
Noh Jong-Hyouk International Conference on Information and Communication Technology Convergence (ICTC) 2015, pp.1115-1118 |
|
|
Journal
|
2015 |
Analysis of Physiological Signals for Recognition of Boredom, Pain, and Surprise Emotions
Jang Eun Hye Journal of Physiological Anthropology, v.34, pp.1-12 |
127 |
원문
|
Journal
|
2015 |
Estimating Korean Residence Registration Numbers from Public Information on SNS
Choi Dae Seon IEICE Transactions on Communications, v.E98.B, no.4, pp.565-574 |
2 |
원문
|
Conference
|
2014 |
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
|
Conference
|
2014 |
Pruning with Majority and Minority Properties
Jeon Hae Sook International Conference on Information Science and Applications (ICISA) 2014, pp.1-4 |
1 |
원문
|
Conference
|
2014 |
Emotion Classification Based on Bio-Signals Using Machine Learning Algorithms
Jang Eun Hye International Conference on Advanced Cognitive Technologies and Applications (COGNITIVE) 2014, pp.104-109 |
|
|
Conference
|
2014 |
A Study on Analysis of Bio-Signals for Basic Emotions Classification: Recognition Using Machine Learning Algorithms
Jang Eun Hye International Conference on Information Science and Applications (ICISA) 2014, pp.1-4 |
7 |
원문
|
Conference
|
2014 |
Emotion classification based on bio-signals emotion recognition using machine learning algorithms
Jang Eun Hye International Conference on Information Science, Electronics and Electrical Engineering (ISEEE) 2014, pp.1373-1376 |
35 |
원문
|
Journal
|
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 |
37 |
원문
|
Other
|
2014 |
Text Extraction
Park Sung Hee Digital Library Technologies: Complex Objects, Annotation, Ontologies, Classification, Extraction, and Security [Book], pp.101-125 |
|
|
Conference
|
2014 |
A Study on Autonomic Nervous System Responses and Feauture Selection for Emotion Recognition - Emotion Recognition using Machine Learning Algorithms
Park Byoung-Jun International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS) 2014, pp.116-121 |
1 |
원문
|
Conference
|
2013 |
Classification of Three Negative Emotions Based on Physiological Signals
Jang Eun Hye International Conference on Intelligent Systems and Applications (INTELLI) 2013, pp.75-78 |
|
|
Conference
|
2013 |
Classification of Human Emotions from Physiological Signals using Machine Learning Algorithms: Recognition of Pain, Boredom, and Surprise Emotions
Jang Eun Hye International Conference on Advances in Computer-Human Interactions (ACHI) 2013, pp.395-400 |
|
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Journal
|
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 |
16 |
|
Conference
|
2012 |
Three Differential Emotions and Classification Using Physiological Signals
Park Byoung-Jun International Conference on Machine Learning and Computing (ICMLC) 2012, pp.55-59 |
|
|
Conference
|
2012 |
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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Journal
|
2012 |
Machine Learning Technology Trends for Big Data Processing
Soojong Lim 전자통신동향분석, v.27, no.5, pp.55-63 |
|
원문
|
Conference
|
2012 |
Implementation of WSN application service using people detection algorithm
Hong Yeon Yu International Conference on Information and Communication Technology Convergence (ICTC) 2012, pp.117-118 |
0 |
원문
|
Conference
|
2012 |
Classification of Three Emotions by Machine Learning Algorithms using Psychophysiological Signals
World Congress of the International Organization of Psychophysiology (IOP) 2012, pp.1-1 |
|
|
Conference
|
2012 |
Emotion classification based on physiological signals induced by negative emotions: Discriminantion of negative emotions by machine learning algorithm
Jang Eun Hye International Conference on Networking, Sensing and Control (ICNSC) 2012, pp.283-288 |
21 |
원문
|
Conference
|
2012 |
Emotion Classification by Machine Learning Algorithm using Physiological Signals
Jang Eun Hye International Conference on Machine Learning and Computing (ICMLC) 2012, pp.1-5 |
|
|
Journal
|
2012 |
Emotion Recognition by Machine Learning Algorithms using Psychophysiological Signals
Sang Hyeob Kim International Journal of Engineering and Industries, v.3, no.1, pp.55-66 |
|
|
Conference
|
2012 |
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
|
Journal
|
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
|
Conference
|
2012 |
Emotion Recognition Through ANS Responses Evoked by Negative Emotions
Jang Eun Hye International Conference on Advances in Computer-Human Interactions (ACHI) 2012, pp.218-223 |
|
|
Conference
|
2012 |
Energy-efficient Training of SVM on Multi core Platforms
김희곤 International Conference on Applied and Theoretical Information Systems Research (ATISR) 2012, pp.1-8 |
|
|
Conference
|
2012 |
Three Differential Emotion Classification by Machine Learning Algorithms Using Physiological Signals
Jang Eun Hye International Conference on Agents and Artificial Intelligence (ICAART) 2012, pp.1-4 |
|
|
Conference
|
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
|
Conference
|
2009 |
Situation-Awareness Model for Higher Order Network Knowledge Management Platform
Moon Ae Kyeung International Workshop on Semantic Sensor Networks (SSN) 2009, pp.110-121 |
|
|
Journal
|
2009 |
Identifying Core Sets of Discriminatory Features using Particle Swarm Optimization
W. Pedrycz Expert Systems with Applications, v.36, no.3, pp.4610-4616 |
51 |
원문
|
Conference
|
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
|
Conference
|
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
|
Conference
|
2006 |
Domain Issues in Statistical Named Entity Recognition for Biomedical Literature
Lim Jae Soo International Conference Korean Soceity for Bioinformatics (KSBI) 2006, pp.1-6 |
|
|
Conference
|
2006 |
2-Way Text Classification for Harmful Web Documents
Kim Youngsoo International Conference on Computational Science and Its Applications (ICCSA) 2006 (LNCS 3981), v.3981, pp.545-551 |
2 |
원문
|
Conference
|
2006 |
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
|
Conference
|
2006 |
An Efficient Text Filter for Adult Web Documents
Kim Youngsoo International Conference on Advanced Communication Technology (ICACT) 2006, pp.438-440 |
13 |
|
Conference
|
2005 |
A Memory-based Learning Approach to Reduce False Alarms in Intrusion Detection
Ill-Young Weon International Conference on Advanced Communication Technology (ICACT) 2005, pp.241-245 |
2 |
원문
|
Conference
|
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
|
Journal
|
2002 |
A Machine Learning Approach to Web Image Classification
Cho Soo Sun 정보처리학회논문지 B, v.9B, no.6, pp.759-764 |
|
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