Intelligent Information Retrieval Lab
The mentor is from National Ilan University in Taiwan, the professor Jieh-Ren Chang. The professor's research focuses on the big data analysis, computer vision, deep learning, Internet of Things system application, fuzzy logic theory and data mining. In addition, Professor Chang teaches big data theory, fuzzy theory, engineering mathematics and computer programming in the campus. In the past few years, the professor’s research cooperated with some factories to optimize production line process and product yield. For example, using the technique like big data analysis, fuzzy theory and machine learning on battery and SSD production line and crop production efficiency. Now, the professor cooperates with the table tennis professionals. The research is focusing on using deep learning, data analysis and computer vision to analyze the worldwide top players’ strategy and habit. Then, make our players get better achievement in international competitions.
This laboratory focuses on the application of data mining technology and artificial intelligence. Data mining is to extract useful information from big data. How to use data mining technology to improve the efficiency of information retrieval and the application of smart Internet of Things system are the main field of research in this laboratory. The application of artificial intelligence is another topic, including the application and research on the neural networks, machine learning and deep learning. For example, applying machine learning to optimize factory production line and do the table tennis match analysis.
- Intelligent System Planning
- Image Processing
- Microcomputer Control
- Microcomputer Interface
- Data Mining
- Artificial Neural Networks
- Fuzzy Logic Theory
- Deep Learning
- Embedded Systems
- Internet of Things (IoT) System Applications
Awards of the Lab
- 2022 Smart Networking Thematic Implementation Competition, The third place winner
- 2019 TECO Green Tech International Contest, Best Technology Award
- 2018 Malaysia Future Tech International Conference
- 2017 Information Application Service Innovation Competition
- 2014 Cross-Strait College Student Creative Competition
- 2014 National Excellent Volunteer Team Silver Award
- 2012 National Microcomputer Application System Design Competition
- 2011 Yilan County Sightseeing Factory Creative Contest
B.S. and M.S. in National Tsing Hua University
PhD program in National Taiwan University of Science and Technology