Welcome to

Algorithmic

Machine

Intelligence

Laboratory.

Introduction

Welcome to AMI Lab.

국립한국교통대학교의 AMI Lab.은 곽정환 교수가 이끌고 있으며, 인공지능(AI) 및 머신러닝(ML) 기술을 창의적으로 적용하여 더 나은 미래를 창조하는 것을 목표로 하는 혁신적인 연구 프로그램을 운영하고 있습니다.

본 연구실은 기본 원리를 탐구하고 제안하는 것에 중점을 두며, 고차원적인 문제를 해결하기 위한 알고리즘 구현에 집중하고 있습니다.

Research Area

Biomedical AI

Railway System AI

Electrical Facility AI

Present Papers

🕐 2024/10

SeMA-UNet: A Semi-Supervised Learning with Multimodal Approach of UNet for Effective Segmentation of Key Components in Railway Images

SeMA-UNet: A Semi-Supervised Learning with Multimodal Approach of UNet for Effective Segmentation of Key Components in
Railway Images

🕐 2024/08

Smart Insole-Based Classification of Alzheimer’s Disease Using Few-Shot Learning Facilitated by Multi-Scale Metric Learning

Multi-Teacher Cross-Modal Distillation with
Cooperative Deep Supervision Fusion Learning for
Unimodal

🕐 2024/09

Smart Insole-Based Classification of Alzheimer’s Disease Using Few-Shot Learning Facilitated by Multi-Scale Metric Learning

Smart Insole-Based Classification of Alzheimer’s Disease Using
Few-Shot Learning Facilitated by Multi-Scale
Metric Learning

🕐 2024/04

Hybrid Transformer for Anomaly Detection on Railway HVAC Systems Through Feature Ensemble of Spatial–Temporal with Multi-channel GADF Images

Hybrid Transformer for Anomaly Detection on Railway HVAC Systems Through Feature Ensemble of Spatial–Temporal with
Multi-channel GADF Images

News

🕐 2025/02/28

🕐 2024/02/28

🕐 2025/02/28

🕐 2025/01/10

🕐 2024/01/02

🕐 2025/12/19

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