Marcella Scoczynski Ribeiro Martins

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 16

Top Topics

Signal Analysis

Fitness Landscape

Top Venues

GECCO Companion

Publications

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 (2023)
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)
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)
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 (2022)
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)
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)
Marcella Scoczynski Ribeiro Martins, Diego Oliva, Erick Rodríguez-Esparza, Myriam Regattieri Delgado, Ricardo Lüders, Mohamed El Yafrani, Luiz Ledo, Mohamed E. Abd Elaziz, Marco A. Pérez Cisneros
A selection hyperheuristic guided by Thompson sampling for numerical optimization. GECCO Companion (2021)
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) (2021)
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)
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)
Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Inkyung Sung, Markus Wagner, Carola Doerr, Peter Nielsen
MATE: A Model-based Algorithm Tuning Engine. CoRR (2020)
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)
Marko Durasevic, Domagoj Jakobovic, Marcella Scoczynski Ribeiro Martins, Stjepan Picek, Markus Wagner
Fitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations. CoRR (2020)
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 (2020)
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)
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)