Sumários

Aula leccionada na aula extraordinária de dia 14/03

14 Março 2019, 14:00 Ana Luísa Nobre Fred

Aula leccionada na aula extraordinária de dia 14/03

  


Classifier performance measures

14 Março 2019, 10:00 Ana Luísa Nobre Fred

Classifier performance measures. Confusion matrices and Error probabilities. Estimation of classifier performance. Hold-out, k-fold cross-validation and bootstrapping techniques.


Dissimilarity measures

11 Março 2019, 16:00 Ana Luísa Nobre Fred

Similarity and dissimilarity measures for features, strings, time series and random variables.  Classifier performance measures.


Pattern Recognition and Data Representation

7 Março 2019, 14:00 Ana Luísa Nobre Fred

Types of pattern recognition/Machine learning approaches. Supervised, unsupervised, semi-supervised, reinforcement and transfer learning. Single object data representation, class models,  and dissimilarity-based data representations. 


Aula compensada com a aula extraordinária de dia 14/03

28 Fevereiro 2019, 14:00 Ana Luísa Nobre Fred

Aula compensada com  a aula extraordinária de dia 14/03