Freitas, Alex A.
Freitas, Alex A.
Professor of Computational Intelligence, University of Kent
Email confirmado em kent.ac.uk
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Data mining with an ant colony optimization algorithm
RS Parpinelli, HS Lopes, AA Freitas
IEEE transactions on evolutionary computation 6 (4), 321-332, 2002
12682002
Data mining and knowledge discovery with evolutionary algorithms
AA Freitas
Springer, 2002
10642002
A survey of hierarchical classification across different application domains
CN Silla, AA Freitas
Data Mining and Knowledge Discovery 22 (1-2), 31-72, 2011
7412011
A survey of evolutionary algorithms for clustering
ER Hruschka, RJGB Campello, AA Freitas
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2009
7192009
A survey of evolutionary algorithms for data mining and knowledge discovery
AA Freitas
Advances in evolutionary computing, 819-845, 2003
6012003
On rule interestingness measures
AA Freitas
Research and Development in Expert Systems XV, 147-158, 1999
4041999
Comprehensible classification models: a position paper
AA Freitas
ACM SIGKDD explorations newsletter 15 (1), 1-10, 2014
3682014
Mining very large databases with parallel processing
AA Freitas, SH Lavington
Springer Science & Business Media, 1997
3181997
A Survey of Evolutionary Algorithms for Decision Tree Induction
AAF R.C. Barros, M.P. Basgalupp, A.C.P.L.F. de
IEEE Transactions on Systems, Man and Cybernetics – Part C: Applications and …, 2012
301*2012
Discovering comprehensible classification rules with a genetic algorithm
MV Fidelis, HS Lopes, AA Freitas
Proceedings of the 2000 Congress on Evolutionary Computation. CEC00 (Cat. No …, 2000
2632000
Automatic text summarization using a machine learning approach
JL Neto, AA Freitas, CAA Kaestner
Brazilian symposium on artificial intelligence, 205-215, 2002
2122002
A review and appraisal of the DNA damage theory of ageing.
AAFJP de Magalhaes
Mutation Research 728 (1-2), 12-22, 2011
208*2011
Discovering interesting prediction rules with a genetic algorithm
E Noda, AA Freitas, HS Lopes
Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No …, 1999
2061999
A critical review of multi-objective optimization in data mining: a position paper
AA Freitas
ACM SIGKDD Explorations Newsletter 6 (2), 77-86, 2004
2032004
On objective measures of rule surprisingness
AA Freitas
European Symposium on Principles of Data Mining and Knowledge Discovery, 1-9, 1998
2021998
A hybrid decision tree/genetic algorithm method for data mining
DR Carvalho, AA Freitas
Information Sciences 163 (1-3), 13-35, 2004
2012004
Understanding the crucial role of attribute interaction in data mining
AA Freitas
Artificial Intelligence Review 16 (3), 177-199, 2001
1982001
Document clustering and text summarization
JL Neto, AD Santos, CAA Kaestner, N Alexandre, D Santos
1982000
A constrained-syntax genetic programming system for discovering classification rules: application to medical data sets
CC Bojarczuk, HS Lopes, AA Freitas, EL Michalkiewicz
Artificial Intelligence in Medicine 30 (1), 27-48, 2004
1972004
An ant colony algorithm for classification rule discovery
RS Parpinelli, HS Lopes, AA Freitas
Data mining: A heuristic approach, 191-208, 2002
1882002
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