Publication

Paper

Paper

FedOps: A Platform of Federated Learning Operations With Heterogeneity Management

Jihwan Moon, Semo Yang, KangYoon Lee*

IEEE Access, 2024/04, 12, 4301-4314;

Multicenter Analysis of Emergency Patient Severity through Local Model Evaluation Client Selection: Optimizing Client Selection Based on Local Model Evaluation

Yong-gyom Kim, Semo Yang, KangYoon Lee*

Applied Sciences, 2024, 14(16), 6876; 

A Platform of Federated Learning Management for Enhanced Mobile Collaboration

Farkhod Yusubov, KangYoon Lee*

Electronics, 2024/10, 13(20), 4104;

A text analytics approach for mining public discussions in online cancer forum: Analysis of multi-intent lung cancer treatment dataset

Adnan Muhammad Shah, Abdullah Hidayat, Aaron Falchook, Wazir Muhammad, Kang Yoon Lee*

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2024, 184;

Unpacking the dark side of positive online destination brand engagement: effects on stress, disengagement, and switching intention

Abdul Qayyum, Raja Ahmed Jamil, Adnan Muhammad Shah &Kang Yoon Lee*

CURRENT ISSUES IN TOURISM, 2024;

정신건강 증례지와 생체 신호를 결합한 LSTM 기반 멀티 모달 자타해 예측 모델

강리라, 김용겸, 홍민석, 양정훈, 안용민, 이강윤*

아시아태평양융합연구교류논문지, 2024, vol.10, no.8, 통권 76호 pp. 11-22;

환자의 합병증 예측을 위한 Post-TAVR 디지털 트윈 추적 관리 플랫폼 설계 

정민혁, 이강윤*

인터넷정보학회논문지, 2024, 25(5), 31-40;

POST-TAVR ECG 기반의 PPI 예측 모델 연구

송인서, 양세모, 이강윤*

인터넷정보학회논문지, 2024/06, 25(2), 29-38;

High-Quality Standard Data-Based Pharmacovigilance System for Privacy and Personalization

Semo Yang, Inseo Song, KangYoon Lee*

한국빅데이터학회 학회지, 2023/12, 8(2), 125-131;

Prediction Model of Post-TAVR Complication Using a Medical Twin Web Navigator

Se-Min Hyun, KangYoon Lee*

Journal Of Web Engineering, 2023/12, 22(7), 1037-1053;

Patent

Paper

Enhancing Privacy-Preserving Personal Identification Through Federated Learning With Multimodal Vital Signs Data

Tae-Ho Hwang, JingYao Shi, Kangyoon Lee*

IEEE Access, 2023,121556-121566;

Inclusive advertising featuring disability on instagram: Effect on consumer well-being, brand engagement, and purchase intention

Abdul Qayyum, Raja Ahmed Jamil, Adnan Muhammad Shah, KangYoon Lee*

Journal of Retailing And Consumer Services, 2023/11,75;

Web-based Non-contact Edge Computing Solution for Suspected COVID-19 Infection Classification Model

Tae-Ho Hwang, KangYoon Lee*

Journal Of Web Engineering, 2023/10, 597-614;

FLScalize: Federated Learning Lifecycle Management Platform 

Semo Yang, Jihwan Moon, Jinsoo Kim, Kwangkee Lee, KangYoon Lee*

IEEE Access, 2023/05, 11, 47212-47222;

Federated Learning for Clinical Event Classification Using Vital Signs Data

Ruzaliev Rakhmiddin, KangYoon Lee*

Multimodal Technologies and Interaction, 2023/06, 7(7), 67;

Investigating the effect of service feedback and physician popularity on physician demand in the virtual healthcare environment

Adnan Muhammad Shah, Wazir Muhammad, KangYoon Lee*

Information Technology & People, 2023/04, 36(3), 1356-1382;

A Review on Electronic Health Record Text-Mining for Biomedical Name Entity Recognition in Healthcare Domain

Pir Noman Ahmad, Adnan Muhammad Shah, KangYoon Lee*

Healthcare, 2023/04, 11(9), 1268

에너지 효율 증대를 위한 에너지 사용량 예측과 에너지 수요이전 모델 연구

김재환, 양세모, 이강윤*

한국인터넷정보학회, 2023/08, 24(2), 57-66;

연합학습 개방형 플랫폼의 발전과 문제점에 대한 체계적 비교 분석

김진수, 양세모, 이강윤, 이광기

한국인터넷정보학회, 2023/08, 24(4), 1-13;

Patent

Paper

Customers' dining choice using meal ordering apps: insights from China and Indonesia

Adnan Muhammad Shah, Abdul Qayyum, KangYoon Lee*

Asia Pacific Journal of Marketing and Logistics, 2022/05, 35(6), 1443-1473;

The Role of Emotions Intensity in Helpfulness of Online Physician Reviews 

Adnan Muhammad Shah, KangYoon Lee*

INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2022/03, 31(3), 1719-1735;

Systolic blood pressure measurement algorithm with mmWave radar sensor

JingYao Shi, KangYoon Lee*

KSII Transactions on Internet and Information Systems (TIIS), 2022/04, 16(4), 1209-1223;

Examining the Determinants of Patient Perception of Physician Review Helpfulness across Different Disease Severities: A Machine Learning Approach

Adnan Muhammad Shah, Wazir Muhammad, KangYoon Lee*

Computational Intelligence and Neuroscience, 2022/02, 2022;

The Healthcare Digital Twin Architecture for Risk Prediction Management

Se-Min Hyun, KangYoon Lee*

KSII The 17h Asia Pacific International Conference on Information Science and Technology(APIC-IST) 2022, 2021/06/19-22;

정신건강 위험 예측 및 관리를 위한 멘탈 헬스케어 디지털 트윈 기술

양세모, 이강윤*

2022 한국빅데이터학회 춘계학술행사, 2022/04/21-22;

저전력 블루투스와 와이파이 하이브리드 통신을 활용한 재실 여부 관리 시스템 설계

문지환, 이강윤*

2022 한국빅데이터학회 춘계학술행사, 2022/04/29-30;

Patent

Paper

Exploring Readiness for Birth Control in Improving Women Health Status: Factors Influencing the Adoption of Modern Contraceptives Methods for Family Planning Practices 

Adnan Muhammad Shah, KangYoon Lee*, Javaria Nisa Mir

Int. J. Environ. Res. Public Health, 2021/11, 18(22), 11892;

Examining Different Factors in Web-Based Patients’ Decision-Making Process: Systematic Review on Digital Platforms for Clinical Decision Support System

Adnan Muhammad Shah, Wazir Muhammad, Kangyoon Lee*, Rizwan Ali Naqvi

Int. J. Environ. Res. Public Health, 2021/10, 18(21), 11226;

The Prediction Model for Classification of COVID-19 Infected Patients Using Vital Sign

Se-Min Hyun, Tae-Ho Hwang, KangYoon Lee*

2021 International Conference on Information and Communication Technology Convergence (ICTC), 

2021/10/20, 678-681;

Design and Implementation of an Energy-Efficient Chatbot Model Focused on Customer Experience

JuHui Lee, KangYoon Lee*

KSII The 13th International Conference on Internet (ICONI) 2021, 2021/12/13;

CLASSIFICATION MODEL IMPLEMENTATION OF COVID-19 SUSPECTED INFECTION WITH NON-CONTACT BIO-SIGNALS AND SYMPTOM

Tae-Ho Hwang, KangYoon Lee*

8th EEECS 2021, 2021/07/22;

SMART EMULATOR MODEL BY ENERGY CONSUMPTION PREDICTION

Tae-Ho Hwang, KangYoon Lee*

8th EEECS 2021, 2021/07/22;

Untact Blood Pressure Algorithm Based on Pulse Wave Data by Radar Sensor

JingYao Shi, KangYoon Lee*

KSII The 16th Asia Pacific International Conference on Information Science and Technology(APIC-IST) 2021, 2021/06/21;

기기별 전력 에너지 예측을 위한 에너지 빅데이터 플랫폼 구현

양세모, 이강윤*

2021년도 인터넷정보학회 추계학술발표대회, 2021/10, 22(02), 0121-0122;

가구당 기기별 에너지 사용량 예측을 위한 딥러닝 모델의 설계 및 구현

이주희, 이강윤*

한국빅데이터학회지, 2021, 6(1), 127-132;

에너지 절감 솔루션 구현을 위한 효과적인 디지털 트윈 기술 활용 방안 연구

문지환, 이주희, 이강윤*

2021년도 인터넷정보학회 춘계학술발표대회, 2021/04, 22(01), 0175-0176;

비접촉 센서 기반 감염활동 위험도 분석 및 추론 연구 

양세모, 황태호, 이강윤*

2021년도 인터넷정보학회 춘계학술발표대회, 2021/04, 22(01), 0171-0172;

Pytorch RNN 알고리듬의 패디드 데이터 학습 문제 개선 방안 

홍승후, 현세민, 이강윤*

2021년도 인터넷정보학회 춘계학술발표대회, 2021/04, 22(01), 045-0146;

Patent