Rui Leite

According to our database, Rui Leite authored at least 11 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Solving Simultaneous Continuous Multi-Objective FlipIt Games Using Co-Evolutionary Computation.

Rui Leite, Hernán E. Aguirre, Kiyoshi Tanaka

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2021

Exploiting Performance-based Similarity between Datasets in Metalearning.

Rui Leite, Pavel Brazdil

Proceedings of the AAAI Workshop on Meta-Learning and MetaDL Challenge, 2021

2018

An Agent-Based Model for Detection in Economic Networks.

João Brito, Pedro Campos, Rui Leite

Proceedings of the Highlights of Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection, 2018

2012

Selecting Classification Algorithms with Active Testing.

Rui Leite, Pavel Brazdil, Joaquin Vanschoren

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

2010

Determining the Best Classification Algorithm with Recourse to Sampling and Metalearning.

Pavel Brazdil, Rui Leite

Proceedings of the Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S. Michalski, 2010

Active Testing Strategy to Predict the Best Classification Algorithm via Sampling and Metalearning.

Rui Leite, Pavel Brazdil

Proceedings of the ECAI 2010, 2010

2007

An Iterative Process for Building Learning Curves and Predicting Relative Performance of Classifiers.

Rui Leite, Pavel Brazdil

Proceedings of the Progress in Artificial Intelligence, 2007

2005

Predicting relative performance of classifiers from samples.

Rui Leite, Pavel Brazdil

Proceedings of the Machine Learning, 2005

2004

A Meta-learning Approach to Improve Progressive Sampling.

Rui Leite, Pavel Brazdil

Proceedings of the Pattern Recognition in Information Systems, 2004

Improving Progressive Sampling via Meta-learning on Learning Curves.

Rui Leite, Pavel Brazdil

Proceedings of the Machine Learning: ECML 2004, 2004

2003

Improving Progressive Sampling via Meta-learning.

Rui Leite, Pavel Brazdil

Proceedings of the Progress in Artificial Intelligence, 2003