C-MDPS operating noise feature frequency extraction

Development of Semiconductor Knowledge Graph

Learning-based yield prediction

Development of robust deep learning models for facility anomaly detection

Automation vehicle measurement data

Data analysis for power conversion control

Automatic classification of patents, papers, articles and technical documents

Solid-state Battery Patent Analysis

Deep-learning based manufacture process modelling of IIoT data using Edge Device

Machine-learning based Overhead Hoist Transfer Optimization

Mining relation between after-sales service and manufacturing inspection of home appliances

Deep-learning based Yield Prediction and Management based on FDC sensor values

Mining relation between after-sales service and manufacturing inspection of mobile appliances

Facility/Sensor Malfunction Detection in Semiconductor Manufacturing

Virtual Metrology and Run to Run Control in Semiconductor Manufacturing

Predicting Outdoor A/C Unit Malfunction

Deep-learning based Auto-generating 3D assembly documents

Mining Review Texts from Automobile Part Designing

Mining relation between driving behavior and battery

Mining algorithms for telematics data

Yield Prediction in Semiconductor Manufacturing

Mining relation between after-sales service and manufacturing inspection of engines

Mining relation between after-sales service text and manufacturing inspection of engines

Machine-learning based Understanding Relation between Process Parameters and Product Quality in CCL Process

Neural-network based Belt Speed Control in Sinter Plant

Neural-network based Prediction of Optimal Roll Force in Cold Mill

Deep-learning based Load forecasting of system airconditioners

Mining Inspection Reports from Offshore Platform Construction

Man Hour Prediction

Understanding Block Assembly Process for Optimal Scheduling

Development of business models and evaluation of data quality for smart factory/buildings

Analysis of relationship between a mother ship and blocks in a container terminal

Development of Algorithms for Big Data Information Extraction, Data Labeling, and Dataset Shift Adaptation

Social indicator-based stock price inflection point prediction

Social media investment hot topic detection

Construction and Classification of Corporate Network Based on Unstructured Data: Corporate Disclosures and News Articles

Learning from imbalanced data

Social media text analysis for hot topic detection

Development of AI-based institution selection model for manual examination of general hospital

Development of AI-based institution selection model for manual examination of medical clinic

Building Industry Network Using Financial Documents and News Articles

Advancement of Deep Learning based Foreign Score Model

Machine Learning based Prediction and Optimization for Marketing Effect

Machine Learning based Clien Prepayment Prediction

Text-mining based Claim Customer Prediction

Machine-learning based Prediction of retirement of Customer Service Representative

Development of Score Model For FDS Department Using Deep Learning

Market Segmentation of Customers

Text Mining Central Bankers' Speeches

Container Transport Dispatching Automation

Development of Self-driving Vehicle User Service

Linkage and Integration of Film Data in Public Institutions

Data-Based Apartment Lease Price Estimation

Automatic recognition of math problems and construction of topic knowledge network

A Study on the Integration of Public Institutions' Film and Film Industry Personnel Database

Pattern recognition of user setup for Advanced Driver Assistance System

Social Media Buzz Analysis

Storage Platform Planning using Social Media Analysis

Machine-learning based Preference Analysis of Smartphone Users

Identifying Customer Needs for Smart Home Appliances from Social Media

Identifying Functions of Smart Home Appliances

Undersatnding Enery Consumption by Mining Indoor A/C units

Prediction for Driving Route Based on Deep Learning Using Driving Logs of a Car

Developing Movie Search Engine based on Viewer Reviews

Identifying new Smart TV functions from Social Media

Anomaly detection for HVAC system in Office Buildings

Prediction of High-Quality Snack Preliminary Leader through HRD Text Analysis

Predicting Employee Performance with Hiring Data

Machine-learning based Prediction of Ship Building Period

Development of Automatic Recording for Smart TV

Machine-learning based Quantifying Sales Effect of Marketing Actions

Identifying Sales Patterns of Holiday Gift Sets

Machine-learning based Predicting First Weekend Box Office Sales

Identifying Cross Sell and Up Sell targets based on Data Mining

Machine-learning based Quantifying Twitterians' Influence

Prediction of Energy Supply and Demand Based on AI Reflecting Various Variational Factors

Development of business models for smart factory & smart energy

Big-data based BEMS/FEMS for building/factory energy management system

Understanding Energy Consumption by Mining Smart Grid