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Disambiguation of "Freitas, Alex Alves"

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A new approach for interpreting Random Forest models and its application to the biology of ageing.

, , , , and . Bioinform., 34 (14): 2449-2456 (2018)

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Ayres Freitas

Chrysantha Freitas

Leonardo Freitas

Maria Freitas

Frauke Alves

 

Other publications of authors with the same name

A hybrid decision tree/genetic algorithm for coping with the problem of small disjuncts in data mining., and . GECCO, page 1061-1068. Morgan Kaufmann, (2000)A Genetic Algorithm With Sequential Niching For Discovering Small-disjunct Rules., and . GECCO, page 1035-1042. Morgan Kaufmann, (2002)Discovering comprehensible classification rules by using Genetic Programming: a case study in a medical domain., , and . GECCO, page 953-958. Morgan Kaufmann, (1999)Extending the ABC-Miner Bayesian Classification Algorithm., and . NICSO, volume 512 of Studies in Computational Intelligence, page 1-12. Springer, (2013)Evolving decision trees with beam search-based initialization and lexicographic multi-objective evaluation., , , and . Inf. Sci., (2014)Top-Down Hierarchical Ensembles of Classifiers for Predicting G-Protein-Coupled-Receptor Functions., , , and . BSB, volume 5167 of Lecture Notes in Computer Science, page 35-46. Springer, (2008)The Pronciple of Transformation between Efficiency and Effectiveness: Towards a Fair Evaluation of the Cost-Effectiveness of KDD Techniques.. PKDD, volume 1263 of Lecture Notes in Computer Science, page 299-306. Springer, (1997)Multi-label classification search space in the MEKA software., , and . CoRR, (2018)Automatic Text Summarization Using a Machine Learning Approach., , and . SBIA, volume 2507 of Lecture Notes in Computer Science, page 205-215. Springer, (2002)Improving the Interpretability of Classification Rules in Sparse Bioinformatics Datasets., and . SGAI Conf., page 377-381. Springer, (2006)