학술지
|
2023 |
Anomaly detection of smart metering system for power management with battery storage system/electric vehicle
이상금 ETRI Journal, v.45 no.4, pp.650-665 |
6 |
원문
|
학술지
|
2023 |
Enhanced Prediction Model for Human Activity Using an End-to-End Approach
박상준 IEEE Internet of Things Journal, v.10 no.7, pp.6031-6041 |
0 |
원문
|
학술지
|
2023 |
Machine Learning-Based Solution for Thermomechanical Analysis of MMIC Packaging
강수민 ADVANCED MATERIALS TECHNOLOGIES, v.8 no.5, pp.1-8 |
1 |
원문
|
학술지
|
2023 |
An Enhanced AI-Based Network Intrusion Detection System Using Generative Adversarial Networks
박철희 IEEE Internet of Things Journal, v.10 no.3, pp.2330-2345 |
29 |
원문
|
학술지
|
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 |
8 |
원문
|
학술대회
|
2022 |
Exploiting Machine Learning Models for Approximate Query Processing
이태휘 International Conference on Big Data (Big Data) 2022, pp.6734-6736 |
2 |
원문
|
학술대회
|
2022 |
An Empirical Study of Remaining Useful Life Prediction using Deep Learning Models
이현용 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1639-1642 |
0 |
원문
|
학술대회
|
2022 |
A study on the reward generation method to be used in reinforcement learning to reduce the peak load
신철호 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.2369-2372 |
0 |
원문
|
학술대회
|
2022 |
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 |
2 |
원문
|
학술지
|
2022 |
A Method of Deep Learning Model Optimization for Image Classification on Edge Device
이형극 Sensors, v.22 no.19, pp.1-15 |
4 |
원문
|
학술대회
|
2022 |
Deep Learning Model for Blood Pressure Estimation from PPG Signal
김민성 International Conference on Metrology for eXtended Reality, Artificial Intelligence, and Neural Engineering (MetroXRAINE) 2022, pp.1-5 |
1 |
원문
|
학술대회
|
2022 |
Accelerating Face De-identification System for Real-time Video Surveillance Services
김량수 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1477-1479 |
1 |
원문
|
학술대회
|
2022 |
CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution
김태호 European Conference on Computer Vision (ECCV) 2022 (LNCS 13680), pp.651-667 |
2 |
원문
|
학술지
|
2022 |
Benchmarking Deep Learning Models for Instance Segmentation
정성욱 Applied Sciences, v.12 no.17, pp.1-25 |
9 |
원문
|
학술지
|
2022 |
Real-world Multimodal Lifelog Dataset for Human Behavior Study
정승은 ETRI Journal, v.44 no.3, pp.426-437 |
10 |
원문
|
학술지
|
2022 |
Attack Graph Generation with Machine Learning for Network Security
구기종 Electronics, v.11 no.9, pp.1-25 |
3 |
원문
|
학술대회
|
2022 |
Implementation of Digital Transformation for Korean Traditional Heritage
이재호 International Workshop on Frontiers of Computer Vision (IW-FCV) 2022 (CCIS 1578), pp.1-14 |
0 |
원문
|
학술지
|
2022 |
Malware Detection Using Byte Streams of Different File Formats
정영섭 IEEE Access, v.10, pp.51041-51047 |
1 |
원문
|
학술지
|
2022 |
엣지 컴퓨팅 환경에서 적용 가능한 딥러닝 기반 라벨 검사 시스템 구현
배주원 대한임베디드공학회논문지, v.17 no.2, pp.77-83 |
|
원문
|
학술지
|
2021 |
Evaluating Differentially Private Generative Adversarial Networks Over Membership Inference Attack
박철희 IEEE Access, v.9, pp.167412-167425 |
4 |
원문
|
학술지
|
2021 |
Deep Reinforcement Learning for UAV Trajectory Design Considering Mobile Ground Users
이원석 Sensors, v.21 no.24, pp.1-13 |
10 |
원문
|
학술대회
|
2021 |
Lightweight Deep Learning based Intelligent Mobile Augmented Reality
고종국 International Conference on Consumer Electronics (ICCE) 2021 : Asia, pp.373-375 |
2 |
원문
|
학술대회
|
2021 |
ODAR: A Lightweight Object Detection Framework for Autonomous Driving Robots
Le Hoang Duong Digital Image Computing: Techniques and Applications (DICTA) 2021, pp.1-8 |
1 |
원문
|
학술대회
|
2021 |
GAN based Deep Learning Model for Detecting Damage and Displacement of Cultural Asset
최우연 International Conference on Consumer Electronics (ICCE) 2021 : Asia, pp.82-85 |
2 |
원문
|
학술대회
|
2021 |
Learning based Wi-Fi RTT Range Estimation
정부금 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1030-1032 |
0 |
원문
|
학술대회
|
2021 |
A Deep Learning Approach for Robust Target Tracking in a Cluttered Environment
백재욱 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1033-1035 |
1 |
원문
|
학술대회
|
2021 |
Transformer Based Prediction Method for Solar Power Generation Data
김낙우 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1-3 |
6 |
원문
|
학술대회
|
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 |
원문
|
학술대회
|
2021 |
A Study on the Application of Knowledge Distillation in Ship Type Classification Model Development
이지원 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.280-282 |
0 |
원문
|
학술지
|
2021 |
Fall Recognition System to Determine the Point of No Return in Real?Time
김배선 Applied Sciences, v.11 no.18, pp.1-12 |
0 |
원문
|
학술대회
|
2021 |
Implementation of Generative Model Based Solver for Mathematical Word Problem with Linear Equations
김가영 International Conference on Platform Technology and Service (PlatCon) 2021, pp.52-56 |
0 |
원문
|
학술지
|
2021 |
Histological Image Segmentation and Classification Using Entropy-Based Convolutional Module
김화랑 IEEE Access, v.9, pp.90964-90976 |
2 |
원문
|
학술지
|
2021 |
Deep Learning-Based Stroke Disease Prediction System Using Real-Time Bio Signals
최윤아 Sensors, v.21 no.13, pp.1-17 |
51 |
원문
|
학술지
|
2021 |
Analysis and Validation of Cross-Modal Generative Adversarial Network for Sensory Substitution
김무섭 International Journal of Environmental Research and Public Health, v.18 no.12, pp.1-22 |
4 |
원문
|
학술대회
|
2021 |
Deep Learning Model Generalization with Ensemble in Endoscopic Images
홍아영 International Endoscopy Computer Vision Challenge and Workshop (EndoCV) 2021, pp.80-89 |
5 |
|
학술지
|
2021 |
Accelerating On-Device Learning with Layer-Wise Processor Selection Method on Unified Memory
하동휘 Sensors, v.21 no.7, pp.1-19 |
3 |
원문
|
학술지
|
2021 |
Dynamic Inference Approach Based on Rules Engine in Intelligent Edge Computing for Building Environment Control
Wenquan Jin Sensors, v.21 no.2, pp.1-21 |
17 |
원문
|
학술대회
|
2020 |
Deep Learning-based Method for Detecting Anomalies of Operating Equipment Dynamically in Livestock Farms
박현 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1182-1185 |
3 |
원문
|
학술대회
|
2020 |
Forecasting Time-Series Trends by Merging Structured and Unstructured Datasets
박지상 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1230-1233 |
0 |
원문
|
학술대회
|
2020 |
Pig Datasets of Livestock for Deep Learning to Detect Posture using Surveillance Camera
김유진 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1196-1198 |
8 |
원문
|
학술대회
|
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 |
원문
|
학술대회
|
2020 |
A Comparative Study on the Maritime Object Detection Performance of Deep Learning Models
문성원 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1155-1157 |
3 |
원문
|
학술대회
|
2020 |
Extension of Rule-based SLICE Platform With Deep Learning Model
김현학 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1893-1895 |
1 |
원문
|
학술대회
|
2020 |
The Method for Providing of Parking Location Guidance Service in a Smart Parking Lot
김은주 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1899-1901 |
2 |
원문
|
학술대회
|
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 |
원문
|
학술대회
|
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 |
원문
|
학술지
|
2020 |
Development of Real-Time Hand Gesture Recognition for Tabletop Holographic Display Interaction Using Azure Kinect
이찬휘 Sensors, v.20 no.16, pp.1-13 |
13 |
원문
|
학술대회
|
2020 |
Spatiotemporal Algal Bloom Prediction of Geum River, Korea Using the Deep Learning Models in Company With the EFDC Model
장미영 Summer Simulation Conference (SummerSim) 2020, pp.1-11 |
0 |
|
학술지
|
2020 |
Hardware Resource Analysis in Distributed Training with Edge Devices
박시형 Electronics, v.9 no.1, pp.1-13 |
4 |
원문
|
학술대회
|
2020 |
Edge Camera System Using Deep Learning Method with Model Compression on Embedded Applications
최윤원 International Conference on Consumer Electronics (ICCE) 2020, pp.1-4 |
5 |
원문
|
학술대회
|
2019 |
Deep Learning Model Validation Method based on the Shared Memory in Distributed High Performance Computing
임은지 International Conference on Internet (ICONI) 2019, pp.384-385 |
|
|
학술지
|
2019 |
Uncertainty-aware Forecast Interval for Hourly PV Power Output
이현용 IET Renewable Power Generation, v.13 no.14, pp.2656-2664 |
6 |
원문
|
학술대회
|
2019 |
Residual Seq2Seq Model for Building Energy Management
김말희 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1126-1128 |
1 |
원문
|
학술대회
|
2019 |
A Comparative Study on the Ship Classification Performance of the Deep Learning Model According to Dataset Difference
문성원 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1428-1430 |
2 |
원문
|
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
|
학술지
|
2019 |
Efficient Privacy-Preserving Machine Learning for Blockchain Network
김현일 IEEE Access, v.7, pp.136481-136495 |
93 |
원문
|
학술지
|
2019 |
Sensor Data Acquisition and Multimodal Sensor Fusion for Human Activity Recognition Using Deep Learning
정승은 Sensors, v.19 no.7, pp.1-20 |
127 |
원문
|
학술대회
|
2019 |
DL-Dashboard: User-friendly Deep Learning Model Development Environment
박유미 International Conference on Intelligent User Interfaces (IUI) 2019, pp.73-74 |
0 |
원문
|
학술지
|
2018 |
Dynamic Pose EstimationUsingMultiple RGB-DCameras
홍성진 Sensors, v.18 no.11, pp.1-17 |
16 |
원문
|
학술대회
|
2018 |
Ensemble Classifier based on Decision-Fusion of Multiple Models for Speech Emotion Recognition
노경주 International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1246-1248 |
3 |
원문
|
학술대회
|
2018 |
Sensor Positioning and Data Acquisition for Activity Recognition using Deep Learning
정승은 International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.154-159 |
8 |
원문
|
학술대회
|
2018 |
Clustering Player Behavioral Data and Improving Performance of Churn Prediction from Mobile Game
권형진 International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1252-1254 |
2 |
원문
|
학술대회
|
2018 |
Developing Safety Checklists for Predicting Accidents
최유희 International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1426-1430 |
4 |
원문
|
학술대회
|
2018 |
Distributed Deep Learning Framework based on Shared Memory for Fast Deep Neural Network Training
임은지 International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1239-1242 |
12 |
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
|
학술대회
|
2018 |
Data Analysis Platform using Open Source based Deep Learning Engine
김아영 International Conference on Platform Technology and Service (PlatCon) 2018, pp.6-10 |
2 |
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
|
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
|
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
|
학술대회
|
2009 |
Adult Image Detection using Bayesian Decision Rule weighted by SVM Probability
최병철 International Conference on Computer Sciences and Convergence Information Technology (ICCIT) 2009, pp.659-662 |
23 |
원문
|
학술대회
|
2009 |
Adult Image Detection with Close-Up Face Classification
최병철 International Conference on Consumer Electronics (ICCE) 2009, pp.1-2 |
4 |
원문
|
학술대회
|
2008 |
A Forensic Investigation for Suspects' Digital Evidences Using Image Categorization
김영수 Advanced Software Engineering and Its Applications (ASEA) 2008, pp.241-244 |
1 |
원문
|