Sumários
TP08 - Building Good Training Sets – Data Preprocessing
16 Maio 2019, 13:00 • Sara C. Madeira
Building Good Training Sets – Data Preprocessing
T10 - Classification I
9 Maio 2019, 14:30 • Sara C. Madeira
Introduction to classification.
Overview of traditional Classifiers (K-NN, decision trees and Naive Bayes).
TP8 - Clustering II
9 Maio 2019, 13:00 • Sara C. Madeira
Gentle Introductions to K-Means, Hierarchical Agglomerative Clustering and DBSCAN.
Understanding the Basic Theory behind the Algorithms.
T10 - Clustering III
2 Maio 2019, 14:30 • Sara C. Madeira
Density-based clustering: DBScan.
Advanced Clustering: clustering high-dimensional data; Subspace Clustering Methods Biclustering; Dimensionality Reduction Methods and Spectral Clustering.