CSCI 8361 Pattern Recognition in Time-Series Data

This course will teach the theory in advanced time series data mining tools. The class will first discuss two classical time series data mining problems: motif discovery and anomaly detection. In the last half of the semester, we will discuss several advanced representation learning approaches for time series. Meanwhile, we will discuss the challenges we faced when handling time series data.