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Freitas, Alex A.
Freitas, Alex A.
Professor of Computational Intelligence, University of Kent
Verifierad e-postadress på 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
14372002
A survey of hierarchical classification across different application domains
CN Silla, AA Freitas
Data mining and knowledge discovery 22, 31-72, 2011
12022011
Data mining and knowledge discovery with evolutionary algorithms
AA Freitas
Springer, 2002
11652002
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
9002009
Comprehensible classification models: a position paper
AA Freitas
ACM SIGKDD explorations newsletter 15 (1), 1-10, 2014
8002014
A survey of evolutionary algorithms for data mining and knowledge discovery
AA Freitas
Advances in evolutionary computing: theory and applications, 819-845, 2003
6722003
On rule interestingness measures
AA Freitas
Knowledge-Based Systems 12 (5-6), 309-315, 1999
4401999
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
434*2012
Mining very large databases with parallel processing
AA Freitas, SH Lavington
Springer Science & Business Media, 1997
3431997
The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens
N Zhou, Y Jiang, TR Bergquist, AJ Lee, BZ Kacsoh, AW Crocker, ...
Genome biology 20 (1), 1-23, 2019
3412019
Automatic text summarization using a machine learning approach
JL Neto, AA Freitas, CAA Kaestner
Advances in Artificial Intelligence: 16th Brazilian Symposium on Artificial …, 2002
3092002
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
3022000
A review and appraisal of the DNA damage theory of ageing.
AAFJP de Magalhaes
Mutation Research 728 (1-2), 12-22, 2011
281*2011
A critical review of multi-objective optimization in data mining: a position paper
AA Freitas
ACM SIGKDD Explorations Newsletter 6 (2), 77-86, 2004
2582004
A Genetic Algorithm for Solving a Capacitated p-Median Problem
ES Correa, MTA Steiner, AA Freitas, C Carnieri
Numerical Algorithms 35, 373-388, 2004
2472004
Document clustering and text summarization
JL Neto, AD Santos, CAA Kaestner, AA Freitas
Proceedings of the 4th International Conference Practical Applications of …, 2000
2402000
A hybrid decision tree/genetic algorithm method for data mining
DR Carvalho, AA Freitas
Information Sciences 163 (1-3), 13-35, 2004
2352004
On objective measures of rule surprisingness
AA Freitas
European Symposium on Principles of Data Mining and Knowledge Discovery, 1-9, 1998
2201998
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
2152004
Understanding the crucial role of attribute interaction in data mining
AA Freitas
Artificial Intelligence Review 16, 177-199, 2001
2152001
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Artiklar 1–20