(2025)
Analyzing media bias in defense and foreign affairs: A deep learning and eXplainable artificial intelligence approach.
TELEMATICS AND INFORMATICS.
97,
(2024)
Determinants of South Korean adolescents' offline and online violence: a structural equation modeling approach.
HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS.
11,
1160
(2024)
Enhancing real-time traffic volume prediction: A two-step approach of object detection and time series modelling.
IET INTELLIGENT TRANSPORT SYSTEMS.
18,
12
(2024)
Multi-Pop: Enhancing user engagement with content-based multimodal popularity prediction in social media.
EXPERT SYSTEMS.
41,
12
(2024)
Predicting ferry services with integrated meteorological data using machine learning.
PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-TRANSPORT.
177,
7
(2024)
STAD-GCN: Spatial–Temporal Attention-based Dynamic Graph Convolutional Network for retail market price prediction.
EXPERT SYSTEMS WITH APPLICATIONS.
255,
B
(2024)
Fusion of multiple self-diagnostic questionnaires into optimal diagnostic cut-offs and factor analysis for depression characterization of the Korean university student group.
BMC PSYCHIATRY.
24,
(2024)
Multi-modal Authentication Model for Occluded Faces in a Challenging Environment.
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE.
8,
5
(2024)
Automated vehicle damage classification using the three-quarter view car damage dataset and deep learning approaches.
HELIYON.
10,
14
(2024)
Analysis of a Collaborative Research Network of Botulinum Toxin Clinical Trials.
SAGE OPEN.
14,
2
(2024)
EAE-GAN: Emotion-Aware Emoji Generative Adversarial Network for Computational Modeling Diverse and Fine-Grained Human Emotions.
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS.
11,
3
(2024)
Examining metaverse game platform adoption: Insights from innovation, behavior, and coolness.
TECHNOLOGY IN SOCIETY.
77,
(2024)
AMPS: Predicting popularity of short-form videos using multi-modal attention mechanisms in social media marketing environments.
JOURNAL OF RETAILING AND CONSUMER SERVICES.
78,
(2024)
Artwork Recommendations Based on User Preferences: Integrating Clustering Analysis with Visual Features.
ACM JOURNAL ON COMPUTING AND CULTURAL HERITAGE.
17,
3
(2024)
GNN-IR: Examining Graph Neural Networks for Influencer Recommendations in Social Media Marketing.
JOURNAL OF RETAILING AND CONSUMER SERVICES.
78,
(2024)
DeepAUP: A Deep Neural Network Framework for Abnormal Underground Heat Transport Pipelines.
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING.
21,
2
(2024)
Micro-Locational Fine Dust Prediction Utilizing Machine Learning and Deep Learning Models.
Computer Systems Science and Engineering.
48,
2
(2024)
Detecting agro: Korean Trolling and Click-baiting Behavior in Online Environments.
JOURNAL OF INFORMATION SCIENCE.
50,
1
(2024)
Data-driven analysis on the performance evaluation of national R&D projects in Korea.
EVALUATION AND PROGRAM PLANNING.
102,
(2024)
Prediction of flight departure delays caused by weather conditions adopting data-driven approaches.
JOURNAL OF BIG DATA.
11,
특허/프로그램
열 수송관 진단 방법.
10-2021-0084305.
20240715.
대한민국
멀티모덜 데이터 기반 생성적 딥러닝 모델을 통한 설비 이상 탐지 프로그램.
C-2022-043847.
20221107.
대한민국
이상 진단 인공지능 모델 학습을 위한 멀티모달 데이터 전처리 프로그램.
C-2022-043846.
20221107.
대한민국
균열 검출 딥러닝 기반 열수송관 건전성 진단 서버 프로그램.
C-2020-042571.
20201109.
대한민국
가짜뉴스 및 사용자 반응 수집 소프트웨어.
C-2018-029279.
20181029.
대한민국
수상/공훈
2017년 세계적 수준 올해의 신진연구자 (한국연구재단-Elsevier 선정) 외
학술회의논문
(2024)
Perceive before Respond: Improving Sticker Response Selection by Emotion Distillation and Hard Mining.
ACM Multimedia Conference.
오스트레일리아
(2024)
Preserving Old Memories in Vivid Detail: Human-Interactive Photo Restoration Framework.
ACM Conference on Information and Knowledge Management.
미국
(2024)
FVTTS: Face Based Voice Synthesis for Text-to-Speech.
INTERSPEECH 2024.
그리스
(2024)
MART: Masked Affective RepresenTation Learning via Masked Temporal Distribution Distillation.
Conference on Computer Vision and Pattern Recognition.
미국
(2024)
Poster: ISOML: Inter-Service Online Meta-Learning for Newly Emerging Network Traffic Prediction.
ACM International Conference on Mobile Systems, Application and Services.
일본
(2024)
AutoCaCoNet: Automatic Cartoon Colorization Network Using Self-Attention GAN, Segmentation, and Color Correction.
WACV '24 Workshop.
미국
(2023)
데이터 기반 접근법을 통한 국내 범죄 가중처벌 판례 분류 모델에 관한 연구.
2023 한국소프트웨어종합학술대회.
대한민국
(2023)
사용자 선호 기반 미술 작품 추천: 클러스터링 및 시각적 특징의 통합을 중심으로0.
2023 한국소프트웨어종합학술대회.
대한민국
(2023)
Bibliometric study on artificial intelligence technologies for semiconductor defects.
The 14th International Conference on ICT Convergence.
대한민국
(2023)
Network Data Generation using IP2Vec Embedding.
The 14th International Conference on ICT Convergence.
대한민국
(2023)
Towards a Lightweight Object Detection through Model Pruning Approaches.
The 14th International Conference on ICT Convergence.
대한민국
(2023)
D-ViSA: A Dataset for Detecting Visual Sentiment from Art Images.
the IEEE/CVF International Conference on Computer Vision Workshop (ICCV '23 Workshop).
프랑스
(2023)
소셜 미디어상 재난 전파에 참여하는 사용자 유형 및 참여 분석.
2023 한국정보기술학회 하계 종합학술대회.
대한민국
(2023)
네트워크 데이터 기반 적대적 생성 모델 성능 결과 분석.
JCCI 2023.
대한민국
(2023)
ACL TA-DA: A Dataset for Text Summarization and Generation.
ACM SIGAPP Symposium on Applied Computing.
에스토니아
(2022)
열수송관 이상 탐지를 위한 멀티 모달 인공지능 모델.
KSC 2022.
대한민국
(2022)
지표 투과 레이더 탐사 데이터 구축과 인공지능 기반 지하 공동 탐지에 대한 연구.
KSC 2022.
대한민국
(2022)
플랜트 설비 건전성 진단을 위한 인공지능 응용 연구.
2022 플랜트융합기술 컨퍼런스- Plant Digital Transformation -.
대한민국
(2022)
Technology Acceptance Perspectives on Mobile Services: A Comparison Between 4G and 5G Services.
2022 13th International Conference on Information and Communication Technology Convergence.
대한민국
(2022)
TransTraffic: Predicting Network Traffic using Low Resource Data.
2022 13th International Conference on Information and Communication Technology Convergence.
대한민국
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