Alex G. C. de Sá
Alex G. C. de Sá
Baker Heart and Diabetes Institute
Correu electrònic verificat a baker.edu.au - Pàgina d'inici
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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
862017
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
492018
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
242018
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
142017
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
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
Fitness landscape analysis of automated machine learning search spaces
GL Pappa
Evolutionary Computation in Combinatorial Optimization: 20th European …, 2020
32020
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
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
Evoluçao automática de algoritmos de redes Bayesianas de classificaçao
AGC de Sá
Universidade Federal de Minas Gerais, 2014
12014
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, 2021
2021
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
2021
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, 1-20, 2020
2020
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
2020
Um Algoritmo Evolucionário para Mineração de Fluxo de Dados em Microblogs
JO Ferreira, AGC de Sá, AIR Carvalho, GL Pappa
Symposium on Knowledge Discovery, Mining and Learning (KDMiLe), 2013
2013
A Comparative Study of Multithreaded Applications Performance in Different Scenarios
AGC SÁ, MR PEREIRA, PM MOURA, LHR PEIXOTO
Salesian Journal on Information Systems 45 (9), 45-53, 2012
2012
Gerenciamento Auto-organizado de Serviços Distribuıdos em Redes de Sensores Sem Fios
T Heimfarth, AGC de Sá, JC Giacomin, HE de Oliveira, JS Arantes, ...
Seminário Integrado de Software e Hardware (SEMISH), 2012
2012
En aquests moments el sistema no pot dur a terme l'operació. Torneu-ho a provar més tard.
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