Time Series Data Miner (TDM)
What We Do
The TDM research team aims to push the boundaries of current data mining and knowledge discovery technology in mining time series data such as sensor signal and video. At TDM lab, you will gain great experience in data mining research, as well as problem-solving skills to solve the challenging but exciting topics. We encourage any students who are interested in data mining and knowledge discovery to join our group!
Current Projects
- Time Series Pattern Discovery
- Anomaly Detection
- Knowledge Discovery
- Data Retrieval and Indexing
- Representation Learning
TDM Research Advisors
Dr. Yifeng Gao
Assistant Professor
yifeng.gao@utrgv.edu
Areas of Research
- Data Mining
- Machine Learning
Related Courses
CSCI 4343 Data Mining
This course provides a comprehensive understanding of techniques to extract valuable patterns from large datasets. Covering concepts from data preprocessing, exploratory analysis, supervised and unsupervised learning methods, to evaluation techniques, the course delves into big data scalability, text mining, and ethical considerations.