🌐 Lab Introduction
Welcome to the Cognitive Systems and Decision Intelligence Lab (CSDI Lab) at National Taipei University of Technology (NTUT)!
Our lab advances research at the intersection of computer science, artificial intelligence, statistics, and industrial engineering. We build data-driven and AI-enabled systems that enhance decision-making, process monitoring, and optimization in industrial and enterprise settings.
Grounded in time series analytics, anomaly detection, operations research, and machine learning, our work bridges fundamental methods with real-world applications in Industry 4.0, manufacturing, logistics, and intelligent automation.
🔍 What We Focus On
Artificial Intelligence & Machine Learning – exploring intelligent algorithms and systems in complex environments, such as AI for robotics, process monitoring, and decision support.
Statistics & Data Science – developing theories and methods to extract insights from data, spanning from fundamental statistical modeling to modern data-driven analytics across diverse domains, such as forecasting, anomaly detection, and pattern recognition.
Industrial Engineering & Operations Research – designing and optimizing processes, systems, and resources to improve efficiency, resilience, and performance in industry and society, mainly in designing frameworks for production systems, supply chains, and logistics optimization.
Decision Intelligence & Management Science – integrating analytics, optimization, and organizational principles to support strategic and operational decision-making in industrial and enterprise contexts.
🎓 Why Join CSDI Lab?
By joining, you will:
Contribute to cutting-edge projects in AI, data science, operations research, and intelligent systems.
Gain hands-on experience with robotics, optimization, and analytics for real industrial problems.
Explore interdisciplinary topics across CS, AI, statistics, industrial engineering, and management.
Be part of a collaborative environment that values creativity, problem-solving, and interdisciplinary thinking.