Freitas, Alex A.
Freitas, Alex A.
Professor of Computational Intelligence, University of Kent
Verified email at kent.ac.uk
TitleCited byYear
Data mining with an ant colony optimization algorithm
RS Parpinelli, HS Lopes, AA Freitas
IEEE transactions on evolutionary computation 6 (4), 321-332, 2002
11772002
Data mining and knowledge discovery with evolutionary algorithms
AA Freitas
Springer, 2002
991*2002
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
6482009
A survey of hierarchical classification across different application domains
CN Silla, AA Freitas
Data Mining and Knowledge Discovery 22 (1-2), 31-72, 2011
5992011
A survey of evolutionary algorithms for data mining and knowledge discovery
AA Freitas
Advances in evolutionary computing, 819-845, 2003
5512003
On rule interestingness measures
AA Freitas
Research and Development in Expert Systems XV, 147-158, 1999
3851999
Mining very large databases with parallel processing
AA Freitas, SH Lavington
Springer Science & Business Media, 1997
3141997
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
2562000
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
248*2012
Comprehensible classification models: a position paper
AA Freitas
ACM SIGKDD explorations newsletter 15 (1), 1-10, 2014
2412014
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
2011999
On objective measures of rule surprisingness
AA Freitas
European Symposium on Principles of Data Mining and Knowledge Discovery, 1-9, 1998
1981998
Understanding the crucial role of attribute interaction in data mining
AA Freitas
Artificial Intelligence Review 16 (3), 177-199, 2001
1962001
A critical review of multi-objective optimization in data mining: a position paper
AA Freitas
ACM SIGKDD Explorations Newsletter 6 (2), 77-86, 2004
1862004
A hybrid decision tree/genetic algorithm method for data mining
DR Carvalho, AA Freitas
Information Sciences 163 (1-3), 13-35, 2004
1862004
An ant colony algorithm for classification rule discovery
RS Parpinelli, HS Lopes, AA Freitas
Data mining: A heuristic approach, 191-208, 2002
1852002
Document clustering and text summarization
JL Neto, AD Santos, CAA Kaestner, N Alexandre, D Santos
1852000
Automatic text summarization using a machine learning approach
JL Neto, AA Freitas, CAA Kaestner
Brazilian Symposium on Artificial Intelligence, 205-215, 2002
1792002
Genetic programming for knowledge discovery in chest-pain diagnosis
CC Bojarczuk, HS Lopes, AA Freitas
IEEE Engineering in Medicine and Biology Magazine 19 (4), 38-44, 2000
1782000
A review and appraisal of the DNA damage theory of ageing.
AAFJP de Magalhaes
Mutation Research 728 (1-2), 12-22, 2011
175*2011
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