3D-EDM: Early Detection Model for 3D-Printer Faults

no code implementations • 23 Mar 2022 • Harim Jeong, Joo Hun Yoo

With the advent of 3D printers in different price ranges and sizes, they are no longer just for professionals.

Binary Classification Classification

Federated Learning: Issues in Medical Application

no code implementations • 1 Sep 2021 • Joo Hun Yoo, Hyejun Jeong, JaeHyeok Lee, Tai-Myoung Chung

Since the federated learning, which makes AI learning possible without moving local data around, was introduced by google in 2017 it has been actively studied particularly in the field of medicine.

Federated Learning Management

Personalized Federated Learning with Clustering: Non-IID Heart Rate Variability Data Application

no code implementations • 4 Aug 2021 • Joo Hun Yoo, Ha Min Son, Hyejun Jeong, Eun-Hye Jang, Ah Young Kim, Han Young Yu, Hong Jin Jeon, Tai-Myoung Chung

While machine learning techniques are being applied to various fields for their exceptional ability to find complex relations in large datasets, the strengthening of regulations on data ownership and privacy is causing increasing difficulty in its application to medical data.

Clustering Heart Rate Variability +2