Alex G. C. de Sá
Alex G. C. de Sá
Baker Heart and Diabetes Institute
Verified email at baker.edu.au - Homepage
Title
Cited by
Cited by
Year
RECIPE: a grammar-based framework for automatically evolving classification pipelines
AGC de Sá, WJGS Pinto, LOVB Oliveira, GL Pappa
European Conference on Genetic Programming, 246-261, 2017
922017
A customized classification algorithm for credit card fraud detection
AGC de Sá, ACM Pereira, GL Pappa
Engineering Applications of Artificial Intelligence 72, 21-29, 2018
642018
Automated selection and configuration of multi-label classification algorithms with grammar-based genetic programming
AGC de Sá, AA Freitas, GL Pappa
International Conference on Parallel Problem Solving from Nature, 308-320, 2018
262018
Towards a method for automatically selecting and configuring multi-label classification algorithms
AGC de Sá, GL Pappa, AA Freitas
Proceedings of the genetic and evolutionary computation conference companion …, 2017
162017
Towards a method for automatically evolving bayesian network classifiers
AGC de Sá, GL Pappa
Proceedings of the 15th annual conference companion on Genetic and …, 2013
102013
A hyper-heuristic evolutionary algorithm for learning Bayesian network classifiers
AGC de Sá, GL Pappa
Ibero-American Conference on Artificial Intelligence, 430-442, 2014
62014
Fitness landscape analysis of automated machine learning search spaces
CG Pimenta, AGC de Sá, G Ochoa, GL Pappa
European Conference on Evolutionary Computation in Combinatorial …, 2020
52020
Multi-label classification search space in the MEKA software
AGC de Sá, CG Pimenta, GL Pappa, AA Freitas
arXiv preprint arXiv:1811.11353, 2018
42018
Generating personalized algorithms to learn Bayesian network classifiers for fraud detection in web transactions
AGC Sá, GL Pappa, ACM Pereira
Proceedings of the 20th Brazilian Symposium on Multimedia and the Web, 179-186, 2014
32014
Model and implementation of body movement recognition using Support Vector Machines and Finite State Machines with Cartesian coordinates input for gesture-based interaction
RW de Bettio, AHC Silva, T Heimfarth, AP Freire, AGC de Sá
32013
An Algorithm to Coordinate Missions in Wireless Sensor Networks
AGC de Sa, T Heimfarth, HE de Oliveira, EP de Freitas
IEEE Latin America Transactions 10 (2), 1595-1602, 2012
32012
An extensive experimental evaluation of automated machine learning methods for recommending classification algorithms
MP Basgalupp, RC Barros, AGC de Sá, GL Pappa, RG Mantovani, ...
Evolutionary Intelligence 14 (4), 1895-1914, 2021
22021
pdCSM-cancer: Using Graph-Based Signatures to Identify Small Molecules with Anticancer Properties
R Al-Jarf, AGC de Sá, DEV Pires, DB Ascher
Journal of Chemical Information and Modeling 61 (7), 3314-3322, 2021
22021
Distinguishing between PTEN clinical phenotypes through mutation analysis
S Portelli, L Barr, AGC de Sá, DEV Pires, DB Ascher
Computational and structural biotechnology journal 19, 3097-3109, 2021
22021
Enhanced Wireless Sensor Network setup strategy supported by intelligent software agents
EP de Freitas, T Heimfarth, IF Netto, AGC de Sá, CE Pereira, AM Ferreira, ...
SENSORS, 2010 IEEE, 813-816, 2010
22010
A robust experimental evaluation of automated multi-label classification methods
AGC de Sá, CG Pimenta, GL Pappa, AA Freitas
GECCO '20: Proceedings of the 2020 Genetic and Evolutionary Computation …, 2020
12020
Evoluçao automática de algoritmos de redes Bayesianas de classificaçao
AGC de Sá
Universidade Federal de Minas Gerais, 2014
12014
TSMDA: Target and symptom-based computational model for miRNA-disease-association prediction
K Uthayopas, AGC de Sá, A Alavi, DEV Pires, DB Ascher
Molecular Therapy-Nucleic Acids 26, 536-546, 2021
2021
mmCSM-NA: accurately predicting effects of single and multiple mutations on protein–nucleic acid binding affinity
TB Nguyen, Y Myung, AGC de Sá, DEV Pires, DB Ascher
NAR genomics and bioinformatics 3 (4), lqab109, 2021
2021
Target and symptom-based computational model for miRNA-disease association prediction
K Uthayopas, AGC de Sá, A Alavi, DEV Pires, D Ascher
Nature Publishing Group, 2021
2021
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Articles 1–20