Sumários

Forecasting

26 novembro 2019, 12:30 • Rui Henriques

Mining multivariate time series data. 
Time series decomposition, differencing and segmentation.
Time series forecasting: classic approaches.

Lab 10 - Regression

26 novembro 2019, 11:00 • Rui Henriques

Learning and evaluating regression models.

Time series data mining

25 novembro 2019, 13:30 • Rui Henriques

Temporal data structures.
Preprocessing time series data.
Mining univariate time series data: temporal pattern mining, classification, regression, clustering and outlier detection.
Distance-based learning using DTW.

Lab 10 - Regression

25 novembro 2019, 12:30 • Cláudia Antunes

Learning and evaluating regression models

Time series data mining

25 novembro 2019, 11:00 • Rui Henriques

Temporal data structures.
Preprocessing time series data.
Mining univariate time series data: temporal pattern mining, classification, regression, clustering and outlier detection.
Distance-based learning using DTW.