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Projects

Mask-making device and user data analysis model development

Development of Stock Prediction Models using Explainable AI with Multi-modal Data and Deep Reinforcement Learning

Predictive Analytics for Equipment Management

Self-diagnostic and Explainable Super-intelligent Manufacturing System based on Spatio-Temporal Data Mining

Customer data analysis for CRM of the Asia Culture Center

Development of Customer Consultation Type Classifier using speech-to-Text Data

Analysis of Correlation between AnyFit Service Usage and Service Performance

Developing algorithms for segmentation and clustering of driving logs

Driving Route and Destination Prediction based on Deep Learning

Deep Learning-based Credit Card Fraud Detection

Deep Learning-based Credit Card Fraud Detection

Developing Models to predict Customer Complaints

Machine-learning based Prediction of retirement of Customer Service Representative

Machine Learning based Clien Prepayment Prediction

Machine Learning-based Fault Diagnosis and Failure Prediction

Data Mining for Product Quality Management of Home Appliances

Yield Prediction using FDC sensor data for Semiconductor Manufacturing

Automotive Parts Design & Verification Text Analysis

Machine Learning Algorithm Exploration for Automotive Sensor Data