Device and method for efficient privacy-preserving shared representation learning in Word2Vec-based cross-device federated learning, 2023

Apparatus and method for calculating genomic risk score using deep learning, 2023

Method for time-series classification and sensing device using the same, 2022

Method for learning to explain multivariate time series data based on deep learning and IoT device using the same, 2022

System and method for technology opportunity discovery using deep learning-based text mining and knowledge graph analysis, 2022

Subspace learning for personalized federated optimization, 2021

Gas detection model generator and its method based on CNN algorithm, 2021

Effective time-series data processing technique for preserving time-series characteristics of data and securing a sufficient amount of data, 2021

Deep Learning-based Port Traffic Volume Prediction System and Method using Country-specific Trade Similarity Graphs, 2021 (granted)

Sensor Drift for Classification of Gas Mixtures in Electronic Nose Systems, 2020

Type 2 Diabetes Mellitus Prediction System Using Genome-wide Polygenic Risk Score, 2020

Apparatus and Method for Calculating Risk Index based on Learning Reflecting Risk Score, 2020 (granted)

Apparatus and Method for Estimating Biological Age based on Deep Learning, 2020 (granted)

Federated Data Analysis-based Early Lung Cancer Detection, 2020 (granted)

Automatic Malfunction Detection and Correction Algorithm based on Liquid Oil Cargo Item Description, 2020 (granted)

Development of Voice Activity Detection Algorithms, 2019 (granted)

Method and Device for Measuring a Biological Signal, 2016 (granted)