HiMolformer: Integrating graph and sequence representations for predicting liver microsome stability with SMILES, Computational Biology and Chemistry (2024) (Impact Factor: 2.6)
Blockchain-based Applications and Energy Effective Electric Vehicle Charging – A Systematic Literature Review, Challenges, Comparative Analysis and Opportunities, Computers and Electrical Engineering (2023) (Impact Factor: 4.3)
MDEV Model: A Novel Ensemble-Based Transfer Learning Approach for Pneumonia Classification Using CXR Images, Computer Systems Science and Engineering (2023) (Impact Factor: 4.397)
A Fuzzy-Based Duo-Secure Multi-Modal Framework for IoMT Anomaly Detection, Journal of King Saud University - Computer and Information Sciences (2023) (Impact Factor: 6.9 (2022 JCR))
QoS-Aware Energy-Efficient MicroBase Station Deployment for 5G-enabled HetNets, Journal of King Saud University - Computer and Information Sciences (2022) (Impact Factor: 6.9 (2022 JCR))
Internet of Medical Things And Trending Converged Technologies: A Comprehensive Review on Real-Time Applications, Journal of King Saud University - Computer and Information Sciences (2022) (Impact Factor: 6.9 (2022 JCR))
Predictive Modeling of Employee Churn Analysis for IoT-Enabled Software Industry, Applied Sciences (2022) (Impact Factor: 2.838)
Fine-grained Data Processing Framework for Heterogeneous IoT devices in sub-aquatic Edge Computing Environment, Wireless Personal Communications, 116(2): 1407-1422 (2020) (Impact Factor: 2.017)
IoT-enabled Directed Acyclic Graph in Spark Cluster, Journal of Cloud Computing: Advances, Systems and Applications, 9: 50 (2020) (Impact Factor: 3.418)
A Hybrid Framework for Long-Term Photovoltaic Power Generation Forecasting, International Conference on HCI-Computer Interaction 2024
Proposal of Seoul's UAM Routes and Vertiports with Spatial Data Analysis, International Conference on HCI-Computer Interaction 2023
OSP-Class: Open Set Pseudo-labeling with Noise Robust Training for Text Classification, IEEE International Conference on Big Data 2022
Periodic-Collaboration-Based Energy-Efficient Cell Dormancy in Heterogeneous Dense Networks, IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) 2022
A Survey on Automated Machine Learning: Problems, Methods and Frameworks, International Conference on HCI-Computer Interaction 2022
Vulnerabilities and Secure Coding for Serverless Applications on Cloud Computing, International Conference on HCI-Computer Interaction 2022
Cost-Effective Optimal Multi-Source Energy Management Technique in Heterogeneous Networks, IEEE 42nd International Conference on Distributed Computing Systems Workshops (ICDCSW) 2022
SAHWS: IoT-enabled Workflow Scheduler for Next-Generation Hadoop Cluster, IEEE Global Conference on Wireless and Optical Technologies (GCWOT) 2022
EnvBERT: Multi-label Text Classification for Imbalanced, Noisy Environmental News Data, IMCOM 2021
Crowd Worker Selection with Wide Learning and Narrow Evaluation, IMCOM 2021
마이터 어택과 머신러닝을 이용한 UNSW-NB15 데이터셋 기반 유해 트래픽 분류, 한국정보처리학회 논문지, 2022
안전한 가상자산 서비스를 위한 ISMS 인증항목 개선에 관한 연구 : CCSS 인증제도 비교를 중심으로, 한국정보처리학회 논문지, 2022
네트워크 분석을 이용한 밀레니얼 세대의 패션 라이프스타일 특성 연구, 한국패션비즈니스학회 춘계학술대회, 2022 (우수논문상 수상)
뉴스기사와 머신러닝을 활용한 암호화폐 가격 변화 예측에 관한 연구, 한국정보처리학회 춘계학술대회, 2022 (은상 수상)
감성 분류를 위한 워드 임베딩 성능 비교, 한국정보처리학회 추계학술대회, 2021
기계번역 성능 개선을 위한 트랜스포머 모델의 하이퍼파라미터 튜닝, 한국인터넷정보학회 춘계학술대회, 2021
언어모델 기반 오픈 도메인 챗봇 구현, 한국정보처리학회 추계학술대회, 2020
BERT를 활용한 문장 감정 분석 연구, 한국정보처리학회 추계학술대회, 2020
Transformer를 사용한 영한 기계 번역, 한국정보처리학회 추계학술대회, 2020