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Marcella Scoczynski Ribeiro Martins
Marcella Scoczynski Ribeiro Martins
PhD at Federal University of Technology - Parana UTFPR
E-mail confirmado em utfpr.edu.br - Página inicial
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A hyperheuristic approach based on low-level heuristics for the travelling thief problem
M El Yafrani, M Martins, M Wagner, B Ahiod, M Delgado, R Lüders
Genetic Programming and Evolvable Machines 19, 121-150, 2018
382018
HSEDA: a heuristic selection approach based on estimation of distribution algorithm for the travelling thief problem
MSR Martins, M El Yafrani, MRBS Delgado, M Wagner, B Ahiod, R Lüders
Proceedings of the Genetic and Evolutionary Computation Conference, 361-368, 2017
342017
A fitness landscape analysis of the travelling thief problem
ME Yafrani, MSR Martins, ME Krari, M Wagner, MRBS Delgado, B Ahiod, ...
Proceedings of the genetic and evolutionary computation conference, 277-284, 2018
322018
PSO with path relinking for resource allocation using simulation optimization
MSR Martins, SC Fuchs, LU Pando, R Lüders, MR Delgado
Computers & Industrial Engineering 65 (2), 322-330, 2013
272013
A methodology for coffee price forecasting based on extreme learning machines
C Deina, MH do Amaral Prates, CHR Alves, MSR Martins, F Trojan, ...
Information Processing in Agriculture 9 (4), 556-565, 2022
242022
Toward more efficient heuristic construction of Boolean functions
D Jakobovic, S Picek, MSR Martins, M Wagner
Applied Soft Computing 107, 107327, 2021
212021
Balancing the influence of evolutionary operators for global optimization
D Oliva, E Rodriguez-Esparza, MSR Martins, M Abd Elaziz, S Hinojosa, ...
2020 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2020
152020
Hybrid multi-objective Bayesian estimation of distribution algorithm: a comparative analysis for the multi-objective knapsack problem
MSR Martins, MRBS Delgado, R Lüders, R Santana, RA Gonçalves, ...
Journal of Heuristics 24, 25-47, 2018
142018
Combining information from thresholding techniques through an evolutionary Bayesian network algorithm
D Oliva, MSR Martins, V Osuna-Enciso, EF de Morais
Applied Soft Computing 90, 106147, 2020
132020
On the performance of multi-objective estimation of distribution algorithms for combinatorial problems
MSR Martins, M El Yafrani, R Santana, M Delgado, R Lüders, B Ahiod
2018 IEEE congress on evolutionary computation (CEC), 1-8, 2018
122018
A characterisation of s-box fitness landscapes in cryptography
D Jakobovic, S Picek, MSR Martins, M Wagner
Proceedings of the Genetic and Evolutionary Computation Conference, 285-293, 2019
112019
Fitness landscape analysis of dimensionally-aware genetic programming featuring feynman equations
M Durasevic, D Jakobovic, M Scoczynski Ribeiro Martins, S Picek, ...
Parallel Problem Solving from Nature–PPSN XVI: 16th International Conference …, 2020
102020
HMOBEDA: Hybrid Multi-objective Bayesian estimation of distribution algorithm
MSR Martins, MRBS Delgado, R Santana, R Lüders, RA Gonçalves, ...
Proceedings of the Genetic and Evolutionary Computation Conference 2016, 357-364, 2016
102016
Analysis of Bayesian network learning techniques for a hybrid multi-objective Bayesian estimation of distribution algorithm: a case study on MNK landscape
MSR Martins, ME Yafrani, M Delgado, R Lüders, R Santana, HV Siqueira, ...
Journal of Heuristics 27, 549-573, 2021
92021
A Bayesian based Hyper-Heuristic approach for global optimization
D Oliva, MSR Martins
2019 IEEE Congress on Evolutionary Computation (CEC), 1766-1773, 2019
92019
Plants recognition using embedded Convolutional Neural Networks on Mobile devices
D Pechebovicz, S Premebida, V Soares, T Camargo, JL Bittencourt, ...
2020 IEEE International Conference on Industrial Technology (ICIT), 674-679, 2020
72020
Detecting a predefined solar spot group with a pretrained convolutional neural network
TO Camargo, D Pechebovicz, SM Premebida, VR Soares, V Baroncini, ...
2019 IEEE Colombian Conference on Applications in Computational Intelligence …, 2019
62019
A hyper-heuristic guided by a probabilistic graphical model for single-objective real-parameter optimization
D Oliva, MSR Martins, S Hinojosa, MA Elaziz, PV dos Santos, G da Cruz, ...
International Journal of Machine Learning and Cybernetics 13 (12), 3743-3772, 2022
52022
A selection hyperheuristic guided by Thompson sampling for numerical optimization
M Scoczynski, D Oliva, E Rodríguez-Esparza, M Delgado, R Lüders, ...
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021
52021
Rule-based control and fuzzy control for power management strategies for hybrid vehicles
FC Corrêa, JJ Eckert, LCA Silva, M Martins, V Baroncini, FM Santiciolli, ...
2020 IEEE Colombian Conference on Applications of Computational Intelligence …, 2020
52020
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