| 2024-01 |
Development of an HVAC system control method using weather forecasting data with deep reinforcement learning algorithms |
Building and Environment
|
| 2023-12 |
MPC-TimesNet: Time-Series Long-Term Forecasting Air Pollution with Multiple Periodicity Consideration Model |
한국지식정보기술학회 논문지
|
| 2023-10 |
딥러닝 모델을 활용한 포트홀 검출 및 성능 개선을 위한 전처리 방법론 연구 |
한국지식정보기술학회 논문지
|
| 2023-09 |
CSLT-AK: Convolutional-embedded transformer with an action tokenizer and keypoint emphasizer for sign language translation |
Pattern Recognition Letters
|
| 2023-08 |
DTD Transformer-MAF: 인접 시점의 다양한 맥락 정보를 강조한 우리나라 주요 수출 8개국의 장기 원화 환율 분포 추정 |
한국지식정보기술학회 논문지
|
| 2023-06 |
Decompose, Adjust, Compose: Effective Normalization by Playing with Frequency for Domain Generalization |
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
|
| 2023-03 |
ADEL: Adaptive Distribution Effective-Matching Method for Guiding Generators of GANs |
Lecture Notes in Computer Science
|
| 2023-03 |
Text mining-based four-step framework for smart speaker product improvement and sales planning |
Journal of Retailing and Consumer Services
|
| 2023-02 |
장기 변동성을 반영하기 위한 확산 모델을 활용한 주가 지수 확률 분포 예측 |
한국지식정보기술학회 논문지
|
| 2023-01 |
Deep Learning-Based Defect Detection Framework for Ultra High Resolution Images of Tunnels |
Sustainability
|
| 2022-12 |
Pro-Attention: Efficient Probability Distribution Matching-Based Attention Through Feature Space Conversion |
IEEE Access
|
| 2022-12 |
“Do not deceive me anymore!” interpretation through model design and visualization for instagram counterfeit seller account detection |
COMPUTERS IN HUMAN BEHAVIOR
|
| 2022-11 |
Ultra-lightweight face activation for dynamic vision sensor with convolutional filter-level fusion using facial landmarks |
EXPERT SYSTEMS WITH APPLICATIONS
|
| 2022-10 |
수어 동작 키포인트 중심의 시공간적 정보를 강화한 Sign2Gloss2Text 기반의 수어 번역 |
멀티미디어학회논문지
|
| 2022-08 |
환자 간 고차원적 표현을 반영한 그래프 어텐션 신경망 기반 심장 질환 예측 모델 |
한국지식정보기술학회 논문지
|
| 2022-08 |
시계열 분해와 하이브리드 순환신경망 기반 스프레드 예측: 국제 에너지 선물 시장을 중심으로 |
재무관리연구
|
| 2022-05 |
AutoDefect: Defect text classification in residential buildings using a multi-task channel attention network |
Sustainable Cities and Society
|
| 2022-03 |
Convolutional Neural Network-Based Regression for Predicting the Chloride Ion Diffusion Coefficient of Concrete |
CMC-COMPUTERS MATERIALS & CONTINUA
|
| 2022-03 |
Bounding-box object augmentation with random transformations for automated defect detection in residential building façades |
Automation in Construction
|
| 2022-01 |
Risk Factor Recognition for Automatic Safety Management in Construction Sites Using Fast Deep Convolutional Neural Networks |
APPLIED SCIENCES-BASEL
|
| 2022-01 |
Stock market forecasting using a multi-task approach integrating long short-term memory and the random forest framework |
APPLIED SOFT COMPUTING
|
| 2021-09 |
Automatic Classification of Thyroid Findings Using Static and Contextualized Ensemble Natural Language Processing Systems: Development Study |
JMIR medical informatics
|
| 2021-08 |
Predicting Success of Outbound Telemarketing in Insurance Policy Loans Using an Explainable Multiple-Filter Convolutional Neural Network |
APPLIED SCIENCES-BASEL
|
| 2021-07 |
Exploring user experience factors through generational online review analysis of AI speakers |
한국융합학회논문지
|
| 2021-07 |
Deep-learning-based automated terminology mapping in OMOP-CDM |
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
|
| 2021-06 |
Automated defect classification in the maintenance phase using a channel attention-based convolutional neural network model of natural language processing |
International Journal of Sustainable Building Technology and Urban Development
|
| 2021-06 |
Accelerating multi-class defect detection of building façades using knowledge distillation of DCNN-based model |
International Journal of Sustainable Building Technology and Urban Development
|
| 2021-06 |
DeepOption: A novel option pricing framework based on deep learning with fused distilled data from multiple parametric methods |
INFORMATION FUSION
|
| 2021-03 |
Defect-Detection Model for Underground Parking Lots Using Image Object-Detection Method |
CMC-COMPUTERS MATERIALS & CONTINUA
|
| 2021-02 |
심층 합성곱 신경망을 사용한 인스타그램 위조품 판매 게시물 탐지 |
디지털컨텐츠학회논문지
|
| 2020-12 |
Automatic Concrete Damage Recognition Using Multi-Level Attention Convolutional Neural Network |
MATERIALS
|
| 2020-12 |
Stock market forecasting with super-high dimensional time-series data using ConvLSTM, trend sampling, and specialized data augmentation |
EXPERT SYSTEMS WITH APPLICATIONS
|
| 2020-11 |
MultiDefectNet: Multi-Class Defect Detection of Building Façade Based on Deep Convolutional Neural Network |
SUSTAINABILITY
|
| 2020-07 |
Action-specialized expert ensemble trading system with extended discrete action space using deep reinforcement learning |
PLOS ONE
|
| 2020-07 |
Predicting Concrete Compressive Strength Using Deep Convolutional Neural Network Based on Image Characteristics |
CMC-COMPUTERS MATERIALS & CONTINUA
|
| 2020-03 |
BshapeNet: Object detection and instance segmentation with bounding shape masks |
PATTERN RECOGNITION LETTERS
|
| 2019-11 |
Digital Vision Based Concrete Compressive Strength Evaluating Model Using Deep Convolutional Neural Network |
CMC-COMPUTERS MATERIALS & CONTINUA
|
| 2019-11 |
Optimizing the Pairs-Trading Strategy Using Deep Reinforcement Learning with Trading and Stop-Loss Boundaries |
COMPLEXITY
|