Time-series data are every where. They are important in stock market analysis, eco-
nomics, sales forecasting, and the study of natural phenomena such as temperature and
wind speed. The growing size of such data, as well as its variable
statistical nature, make it a challenging problem for data mining algorithms to predict, classify.
I've written this report as part of my postgraduate degree in data mining program in The University of East Anglia. In it, I focus on time-series data classiﬁcation by shedding the light on the researches done in this area.
Time-Series Data Classification