Course Material

Papers

Discovering Significant Rules
Data Mining in the Real World
Ranking Learning Algorithms
A Perspective View and Survey of Meta-Learning
Warren's Abstract Machine - A Tutorial Reconstruction
Parallel Execution of Prolog Programs: A Survey
An Abstract Machine for Tabled Execution of Fixed-Order Stratified Logic Programs
Efficient Access Mechanisms for Tabled Logic Programs

Slides

Introdução ao Data Mining
Extracção de Conhecimento
Regras de Associação
Regressão e Séries Temporais
Meta-Learning
Logic Programming, Parallelism and Tabling