Lab2b: Classification of Human Activity Data (aula online)

8 abril 2021, 08:00 • Ana Luísa Nobre Fred

Data segmentation and feature extraction. Lab supported on a delivered notebook

Statistical ML methods (aula online)

7 abril 2021, 12:30 • Ana Luísa Nobre Fred

Problem formulation. MAP and Maximum Likelihood classifiers. 

Classifiers based on nearest-neighbours (aula online)

6 abril 2021, 08:00 • Ana Luísa Nobre Fred

K-NN classifier. K-Means clustering

ProximityMeasures (cont.) (aula online)

5 abril 2021, 08:00 • Ana Luísa Nobre Fred

Dissimilarity measures for sequences of symbols.

Higher-order dissimilarity: dissimilarity increments.

Lab2a: Classification of Human Activity Data (aula online)

25 março 2021, 13:00 • Ana Luísa Nobre Fred

Data pre-processing. Missing values in sensor data and data reconstruction. Lab supported on a delivered notebook