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PUBLISH

Our MIIC research results are published in academic journals according to a systematic schedule.

Please review the published papers and books below and feel free to contact us for more information.

Published Paper

SCOPUS / SCI(E) 

2024

A Study on Improving Sleep Apnea Diagnoses Using Machine 
Learning Based on the STOP-BANG Questionnaire

 

​​2023

​​A Study  on Defect Detection in  Organic  Light-Emitting  Diode 
Cells  Using Optimal Deep Learning

A Study on OLED Cell Simulation and Detection Phases Based

on the A2G Algorithm for Artificial Intelligence Application

2022

A Study on the Channel Expansion VAE for Content-Based Image Retrieval

Proposed Integration for AICC-based Chatbot Improvement

Development of Commercialization of IoT Healthcare Sensors Customized for 60 GHz Radar

2021

A Study on Self-Diagnosis Method to Prevent the Spread of COVID-19 Based on SVM

A Study on GBW-KNN Using Statistical Testing

Smart Intelligent Safety Management System using ICT

2020

Applying Artificial Intelligence for Diagnostic Classification of Korean Autism Spectrum Disorder

A Study on Graph-based Weighted KNN based on Machine Learning

A study on the Simplification of Methods for Diagnosing Parkinson’s disease

2019

A Study on Predicting Cause of Side Effects in ACS Patients Using Machine Learning

A Study on Improved Outlier Detection and Prediction Based on Hybrid Machine Learning

A Study on Questionnaire for Self-Diagnosis Rheumatoid Arthritis

A Study on Analyzing Symptoms of Korean Rheumatoid Arthritis Patients Using Machine Learning

2018

A Study on the Clustering of Bidding Company Trends 
Using Machine Learning-Based G2B Data

A Study on System Design for Diagnosis of Rheumatoid Arthritis Based on Artificial Intelligence

Current Technologies of Electrochemical Immunosensors: Perspective on Signal Amplification

Effective Prediction Model for Colorectal Cancer using Dicision Tree and Clustering

2017

A Study on Prediction of Rheumatoid Arthritis Using Machine Learning

A Study on the Analysis of Stability Indicators in Financial Statements Using Fuzzy C-Means Clustering

A Study on the Real-time Toxic Chemical Management system based IoT

Visualization Device of Living Organism through Soft x-ray

~2017

A Wireless Sensor Node SoC with a Profiled Power Management Unit for IR Controllable Digital Consumer Devices

Techniques and applications of three-dimensional electron microscopy in entomological research

Clustering performance comparison using K-means and expectation maximization algorithms

Remote Industrial Sensor Network Monitoring Using M2M Based Ethical Sniffers

Development of sensor nodes based on fault tolerance

Development of On-line Based One-Stop Insurance Claim System between the Private Sector Medical Insurance and Hospital

Development of reader for non-metallic permeability Enhancement on 134KHz bandwidth

Development of safety sensor node based on the Spare System

Bi-directional Signal Jacket with Bio Inspired Sensor Detection

Home Automation System Using Wireless Communication

Planning research for Medical-IT Health care R&D Support

Environmental Key Influence Features in fish farming using by Clustering Algorithms

Impact Analysis of Radioactive Contamination in Aquaculture

Using J48 and REPTree to Predict Risk Factors in Medicine

KCI

2024

Selecting Optimal Algorithms for Stroke Prediction: Machine Learning-Based Approach

The Study on Visualizing the Impact of Filter Bubbles on Social Media Networks

2023

Research on Developing a Conversational AI Callbot Solution for Medical Counselling

Analysis of Adolescent Suicide Factors based on Random Forest Machine Learning Algorithm

A Study on the Implementation of Crawling Robot using Q-Learning


Prediction of Cervical Cancer Risk from Taking Hormone Contraceptivese

A Study on the Comparison of Predictive Models of Cardiovascular

Disease Incidence Based on Machine Learning

2022

Classification Model and Crime Occurrence City Forecasting Based on Random Forest Algorithm

Research related to the development of an age-friendly convergence system using AI

A Study on the Generation of Datasets for Applied AI to OLED Life Prediction

The status of metaverse and digital twin technology development

2021

A Study on a car Insurance purchase Prediction Using Two-Class Logistic Regression and Two-Class Boosted Decision Tree

A Study on the Feasibility of IoT and AI-based elderly care system application

Adoption Factor Prediction to Prevent Euthanasia Based on Artificial Intelligence

A study on improvement of elderly welfare service focusing on the user of AI and the IoT

2020

A Development of Healthcare Monitoring System Based on Internet of Things Effective

A Development of the Safety Accident Prevention Fence System Based on Internet of Things

A Study on Methods to Prevent the Spread of COVID-19 Based on Machine Learning

A Study on Methods to Prevent Pima Indians Diabetes using SVM

2019

Development of wearable Range of Motion measurement device capable of dynamic measurement

2018

Development of ROM Measurement Device capable of IoT-based Real-time Monitoring for Rehabilitation Patients

A Study on the Facial Expression Recognition using Deep Learning Technique

Development of Voice Guide Service for Pharmaceutical Information based on Ontology

2017

Dropout Genetic Algorithm Analysis for Deep Learning Generalization Error Minimization

Influence on overfitting and reliability due to change in training data

Implementation of IoT-based Automatic Inventory Management System

The Developement of Real-time Information Support Cart System based on IoT

A Study on Efficient Memory Management Using Machine Learning Algorithm

A Study on Object Recognition for Safe Operation of Hospital Logistics Robot Based on IoT

A Study on the Search of Optimal Aquaculture farm condition based on Machine Learning

A study on the sustainable growth of off-line stores using AR technology

~2017

Predicting Discharge Rate of After-care patient using Hierarchy Analysis

NFC based Alarm Patching System for Regular Time Management

Open Trade Technical Model using ebXML for FTA with China and Korea

Big data Analysis using Python in Agriculture Forestry and Fisheries

Correlation Analysis of Radon Levels using Cluster Algorithm

Development of IoT-based real-time Toxic Chemical management System

A Study on Strategic Positioning for Sustained Growth of Korean Major Corporations in Age of New Normal: with a Focus on the Case of Smart Phone Industry

A Study on the Online-based one-stop private health insurance claims

A Design of Voice Over Sensor Network (VoSN) Base Station with Multi-Channel Support

A Technology of  Common Standard Platform for RFID-based Distribution Information Sharing

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