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ORCIDMarcella S. R. Martins
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- affiliation: Federal University of Technology, Department of Electronics Engineering, Parana, Ponta Grossa, Brazil
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Journal Articles
- 2023
[j11]Lucas Francesco Piccioni Costa
, Tathiana M. Barchi, Erikson Freitas de Morais, Andres E. Coca, Elder Schemberger, Marcella S. R. Martins, Hugo Valadares Siqueira:
Neural Networks And Ensemble Based Architectures To Automatic Musical Harmonization: A Performance Comparison. Appl. Artif. Intell. 37(1) (2023)- [j10]Mohamed El Yafrani, Marcella Scoczynski, Markus Wagner, Peter Nielsen:
A regression analysis of the impact of routing and packing dependencies on the expected runtime. Soft Comput. 27(17): 12099-12115 (2023) - 2022
- [j9]Diego Oliva, Marcella S. R. Martins, Salvador Hinojosa, Mohamed E. Abd Elaziz, Paulo Victor dos Santos, Gelson da Cruz, Seyed Jalaleddin Mousavirad:
A hyper-heuristic guided by a probabilistic graphical model for single-objective real-parameter optimization. Int. J. Mach. Learn. Cybern. 13(12): 3743-3772 (2022) - 2021
- [j8]Domagoj Jakobovic, Stjepan Picek, Marcella S. R. Martins, Markus Wagner:
Toward more efficient heuristic construction of Boolean functions. Appl. Soft Comput. 107: 107327 (2021) - [j7]Marcella S. R. Martins, Mohamed El Yafrani, Myriam Regattieri Delgado, Ricardo Lüders, Roberto Santana, Hugo Valadares Siqueira, Huseyin Gokhan Akcay, Belaïd Ahiod:
Analysis of Bayesian Network Learning Techniques for a Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm: a case study on MNK Landscape. J. Heuristics 27(4): 549-573 (2021) - [j6]Marcella Scoczynski Ribeiro Martins, Myriam R. B. S. Delgado, Ricardo Lüders, Diego Oliva, Markus Wagner, Inkyung Sung, Mohamed El Yafrani:
Saving computational budget in Bayesian network-based evolutionary algorithms. Nat. Comput. 20(4): 775-790 (2021) - 2020
- [j5]Diego Oliva, Marcella S. R. Martins, Valentín Osuna-Enciso, Erikson Freitas de Morais:
Combining information from thresholding techniques through an evolutionary Bayesian network algorithm. Appl. Soft Comput. 90: 106147 (2020) - 2018
- [j4]Marcella S. R. Martins, Myriam Regattieri Delgado, Ricardo Lüders, Roberto Santana, Richard A. Gonçalves, Carolina P. de Almeida:
Exploring the probabilistic graphic model of a hybrid multi-objective Bayesian estimation of distribution algorithm. Appl. Soft Comput. 73: 328-343 (2018) - [j3]Mohamed El Yafrani, Marcella S. R. Martins, Markus Wagner, Belaïd Ahiod, Myriam Regattieri Delgado, Ricardo Lüders:
A hyperheuristic approach based on low-level heuristics for the travelling thief problem. Genet. Program. Evolvable Mach. 19(1-2): 121-150 (2018) - [j2]Marcella S. R. Martins, Myriam Regattieri Delgado, Ricardo Lüders, Roberto Santana, Richard A. Gonçalves, Carolina P. de Almeida:
Hybrid multi-objective Bayesian estimation of distribution algorithm: a comparative analysis for the multi-objective knapsack problem. J. Heuristics 24(1): 25-47 (2018) - 2013
- [j1]Marcella S. R. Martins, Stefan Campana Fuchs, L. U. Pando, Ricardo Lüders, Myriam Regattieri Delgado:
PSO with path relinking for resource allocation using simulation optimization. Comput. Ind. Eng. 65(2): 322-330 (2013)
Conference and Workshop Papers
- 2023
- [c21]Fech Scen Khoo, Megan Mark, Roelien C. Timmer, Marcella Scoczynski Ribeiro Martins, Emily Foshee, Kaylin M. Bugbee, Gregory Renard, Anamaria Berea:
Building Knowledge Graphs in Heliophysics and Astrophysics. NLDB 2023: 215-228 - [c20]Roelien C. Timmer, Megan Mark, Fech Scen Khoo, Marcella Scoczynski Ribeiro Martins, Anamaria Berea, Gregory Renard, Kaylin M. Bugbee:
NASA Science Mission Directorate Knowledge Graph Discovery. WWW (Companion Volume) 2023: 795-799 - 2022
- [c19]Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Myriam R. B. S. Delgado, Ricardo Lüders, Peter Nielsen, Markus Wagner:
On the fitness landscapes of interdependency models in the travelling thief problem. GECCO Companion 2022: 188-191 - 2021
- [c18]Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Inkyung Sung, Markus Wagner, Carola Doerr, Peter Nielsen:
MATE: A Model-Based Algorithm Tuning Engine - A Proof of Concept Towards Transparent Feature-Dependent Parameter Tuning Using Symbolic Regression. EvoCOP 2021: 51-67 - [c17]Marcella Scoczynski Ribeiro Martins, Diego Oliva, Erick Rodríguez-Esparza, Myriam Regattieri Delgado, Ricardo Lüders, Mohamed El Yafrani, Luiz Ledo, Mohamed E. Abd Elaziz, Marco Antonio Pérez Cisneros:
A selection hyperheuristic guided by Thompson sampling for numerical optimization. GECCO Companion 2021: 1394-1402 - [c16]Tathiana M. Barchi, Lucas Francesco Piccioni Costa, Erickson Diogo Pereira Puchta, Marcella S. R. Martins, Mauren Louise Sguario C. Andrade, Paulo S. G. de Mattos Neto, Hugo Valadares Siqueira:
A Hybrid Model With Error Correction for Wind Speed Forecasting. LA-CCI 2021: 1-6 - [c15]Thiago Fellipe Ortiz de Camargo, Paulo Victor dos Santos, Sthefanie Monica Premebida, Guilherme Alberto Sousa Ribeiro, Mayler Olombrada, Vinicios Roberto Soares, Rommel Melgaço Barbosa, Wesley Calixto Pacheco, Cleomar Rocha, Cristhiane Gonçalves, Fernanda Cristina Corrêa, Virgínia Helena Varotto Baroncini, Marcella Scoczynski Ribeiro Martins:
A practical Deep Learning approach to assist COVID-19 detection based on Chest X-ray images. LA-CCI 2021: 1-7 - [c14]João Vitor Ferro Simões, Luiz Henrique de Almeida Mattos, Marcella Scoczynski Ribeiro Martins, Sergio Luiz Stevan Jr.:
EOG Signal Analysis Based on Multi-Label Classification by Neural Network Backpropagation. LA-CCI 2021: 1-6 - 2020
- [c13]Diego Oliva, Erick Rodríguez-Esparza, Marcella S. R. Martins, Mohamed E. Abd Elaziz, Salvador Hinojosa, Ahmed A. Ewees, Songfeng Lu:
Balancing the Influence of Evolutionary Operators for Global optimization. CEC 2020: 1-8 - [c12]Marcella S. R. Martins, Mohamed El Yafrani, Myriam R. B. S. Delgado, Ricardo Lüders:
Multi-layer local optima networks for the analysis of advanced local search-based algorithms. GECCO 2020: 219-227 - [c11]Denise Pechebovicz, Sthefanie Monica Premebida, Vinicios Soares, Thiago Camargo, Jakson L. Bittencourt, Virgínia H. V. Baroncini, Marcella S. R. Martins:
Plants recognition using embedded Convolutional Neural Networks on Mobile devices. ICIT 2020: 674-679 - [c10]Sthefanie Monica Premebida, Denise Pechebovicz, Thiago Camargo, Henrique Nazário, Vinicios Soares, Virgínia H. V. Baroncini, Erikson Freitas de Morais, Hugo Siqueira, Diego Oliva, Marcella S. R. Martins:
Sunspot behavior forecast using neural networks approaches. ICIT 2020: 696-700 - [c9]Marko Durasevic, Domagoj Jakobovic, Marcella Scoczynski Ribeiro Martins, Stjepan Picek, Markus Wagner:
Fitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations. PPSN (2) 2020: 111-124 - 2019
- [c8]Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Myriam R. B. S. Delgado, Ricardo Lüders, Inkyung Sung, Markus Wagner, Diego Oliva:
On Updating Probabilistic Graphical Models in Bayesian Optimisation Algorithm. BRACIS 2019: 311-316 - [c7]Diego Oliva, Marcella S. R. Martins:
A Bayesian based Hyper-Heuristic approach for global optimization. CEC 2019: 1766-1773 - [c6]Domagoj Jakobovic, Stjepan Picek, Marcella S. R. Martins, Markus Wagner:
A characterisation of S-box fitness landscapes in cryptography. GECCO 2019: 285-293 - [c5]Diego Oliva, Salvador Hinojosa, Marcella S. R. Martins, Erick Rodríguez-Esparza, Noé Ortega-Sánchez, Marco Antonio Pérez Cisneros:
Improving the estimation of parameters in induction motors using an evolutionary computation algorithm. LA-CCI 2019: 1-6 - 2018
- [c4]Marcella S. R. Martins, Mohamed El Yafrani, Roberto Santana, Myriam Regattieri Delgado, Ricardo Lüders, Belaïd Ahiod:
On the Performance of Multi-Objective Estimation of Distribution Algorithms for Combinatorial Problems. CEC 2018: 1-8 - [c3]Mohamed El Yafrani, Marcella S. R. Martins, Mehdi El Krari, Markus Wagner, Myriam Regattieri de Biase da Silva Delgado, Belaïd Ahiod, Ricardo Lüders:
A fitness landscape analysis of the travelling thief problem. GECCO 2018: 277-284 - 2017
- [c2]Marcella Scoczynski Ribeiro Martins, Myriam Regattieri Delgado, Ricardo Lüders, Roberto Santana, Richard A. Gonçalves, Carolina P. de Almeida:
Probabilistic Analysis of Pareto Front Approximation for a Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm. BRACIS 2017: 384-389 - 2016
- [c1]Marcella S. R. Martins, Myriam Regattieri de Biase da Silva Delgado, Roberto Santana, Ricardo Lüders, Richard Aderbal Gonçalves, Carolina Paula de Almeida:
HMOBEDA: Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm. GECCO 2016: 357-364
Informal and Other Publications
- 2023
- [i8]Roelien C. Timmer, Fech Scen Khoo, Megan Mark, Marcella Scoczynski Ribeiro Martins, Anamaria Berea, Gregory Renard, Kaylin M. Bugbee:
NASA Science Mission Directorate Knowledge Graph Discovery. CoRR abs/2303.10871 (2023) - 2022
- [i7]Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Myriam Regattieri Delgado, Ricardo Lüders, Peter Nielsen, Markus Wagner:
On the Fitness Landscapes of Interdependency Models in the Travelling Thief Problem. CoRR abs/2203.04363 (2022) - 2020
- [i6]Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Inkyung Sung, Markus Wagner, Carola Doerr, Peter Nielsen:
MATE: A Model-based Algorithm Tuning Engine. CoRR abs/2004.12750 (2020) - [i5]Marko Durasevic, Domagoj Jakobovic, Marcella Scoczynski Ribeiro Martins, Stjepan Picek, Markus Wagner:
Fitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations. CoRR abs/2004.12762 (2020) - [i4]Marcella Scoczynski Ribeiro Martins, Mohamed El Yafrani, Myriam R. B. S. Delgado, Ricardo Lüders:
Multi-layer local optima networks for the analysis of advanced local search-based algorithms. CoRR abs/2004.13936 (2020) - 2019
- [i3]Domagoj Jakobovic, Stjepan Picek, Marcella S. R. Martins, Markus Wagner:
A characterisation of S-box fitness landscapes in cryptography. CoRR abs/1902.04724 (2019) - [i2]Mohamed El Yafrani, Marcella S. R. Martins, Myriam Regattieri de Biase da Silva Delgado, Inkyung Sung, Ricardo Lüders, Markus Wagner:
On resampling vs. adjusting probabilistic graphical models in estimation of distribution algorithms. CoRR abs/1902.05946 (2019) - 2018
- [i1]Marcella S. R. Martins, Mohamed El Yafrani, Roberto Santana, Myriam Regattieri Delgado, Ricardo Lüders, Belaïd Ahiod:
On the performance of multi-objective estimation of distribution algorithms for combinatorial problems. CoRR abs/1806.09935 (2018)
Coauthor Index
aka: Myriam R. B. S. Delgado
aka: Myriam Regattieri de Biase da Silva Delgado
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