Rafael Stubs Parpinelli

ORCID

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 45

Top Venues

Federal University of Technology - Paraná, Brazil (PHD)

Education History

Federal University of Technology - Paraná, Brazil

PHD

Publications

Rafael Stubs Parpinelli, Mateus Boiani, André E. P. Dias
A massively parallel speciation-based differential evolution algorithm applied to the 3D-AB protein structure prediction. Concurr. Comput. Pract. Exp. 35 (17) (2023)
Danilo G. de Oliveira, José Francisco S. Filho, Fabiano J. F. Miranda, Pedro H. Serpa, Rafael Stubs Parpinelli
Cold Rolling Mill Energy Consumption Prediction Using Machine Learning. ISDA (1) (2022)
Bernard da Silva, Ana Paula Athayde Carneiro, José Osvaldo Amaral Tepedino, José Francisco Silva Filho, Fabiano J. F. Miranda, Rafael Stubs Parpinelli
Automotive Stamping Process Optimization Using Machine Learning and Multi-objective Evolutionary Algorithm. ISDA (1) (2022)
Paulo Ricardo Lisboa de Almeida, Jeovane Honório Alves, Rafael Stubs Parpinelli, Jean Paul Barddal
A Systematic Review on Computer Vision-Based Parking Lot Management Applied on Public Datasets. CoRR (2022)
Alexandre Heidein, Rafael Stubs Parpinelli
Financial News Effect Analysis on Stock Price Prediction Using a Stacked LSTM Model. FedCSIS (Communication Papers) (2022)
Felipe Marchi, Rafael Stubs Parpinelli
A Multi-objective Cluster-based Biased Random-Key Genetic Algorithm with Online Parameter Control Applied to Protein Structure Prediction. FedCSIS (2022)
Lucas Borges de Moraes, Rafael Stubs Parpinelli, Adriano Fiorese
Application of deterministic, stochastic, and hybrid methods for cloud provider selection. J. Cloud Comput. 11 (2022)
Paulo Ricardo Lisboa de Almeida, Jeovane Honório Alves, Rafael Stubs Parpinelli, Jean Paul Barddal
A systematic review on computer vision-based parking lot management applied on public datasets. Expert Syst. Appl. 198 (2022)
Maísa Fernandes Gomes, Rafael Stubs Parpinelli
Fundus Eye Image Classification and Interpretation for Glaucoma Diagnosis. ISDA (1) (2022)
Mateus Boiani, Rafael Stubs Parpinelli, Márcio Dorn
A Multi-population Schema Designed for Biased Random-Key Genetic Algorithms on Continuous Optimisation Problems. BRACIS (1) (2022)
Guilherme Felippe Plichoski, Chidambaram Chidambaram, Rafael Stubs Parpinelli
A face recognition framework based on a pool of techniques and differential evolution. Inf. Sci. 543 (2021)
Yoran E. Leichsenring, Rafael Stubs Parpinelli, Fabiano Baldo
A method to identify defensive assignments in team-based invasion sports using spatiotemporal trajectories. Int. J. Geogr. Inf. Sci. 35 (4) (2021)
Felipe Marchi, Rafael Stubs Parpinelli
A Multi-objective Approach to the Protein Structure Prediction Problem using the Biased Random-Key Genetic Algorithm. CEC (2021)
Gabriel Dominico, Rafael Stubs Parpinelli
Multiple global optima location using differential evolution, clustering, and local search. Appl. Soft Comput. 108 (2021)
Christopher Renkavieski, Rafael Stubs Parpinelli
Meta-heuristic algorithms to truss optimization: Literature mapping and application. Expert Syst. Appl. 182 (2021)
Janine Kniess, Marcelo Petri, Rafael Stubs Parpinelli
An Energy-Efficient Bio-Scheduling Model For Emergency Networks. WCNC (2021)
Nilcimar Neitzel Will, Rafael Stubs Parpinelli
Comparing Best and Quota Fragment Picker Protocols Applied to Protein Structure Prediction. HIS (2020)
Guilherme Costa, Rafael Stubs Parpinelli, Chidambaram Chidambaram
Multiple Face Recognition Using Self-adaptive Differential Evolution and ORB. ISDA (2020)
Mateus Boiani, Rafael Stubs Parpinelli
A GPU-based hybrid jDE algorithm applied to the 3D-AB protein structure prediction. Swarm Evol. Comput. 58 (2020)
Mateus Boiani, Gabriel Dominico, Rafael Stubs Parpinelli
A GPU-Based Hybrid jDE Algorithm Applied to the 2D-AB Protein Structure Prediction Problem. BRACIS (2019)
Renan Samuel da Silva, Rafael Stubs Parpinelli
A Self-adaptive Differential Evolution with Fragment Insertion for the Protein Structure Prediction Problem. HM (2019)
Rafael Stubs Parpinelli, Guilherme Plichoski, Renan Samuel da Silva, Pedro Henrique Narloch
A review of techniques for online control of parameters in swarm intelligence and evolutionary computation algorithms. Int. J. Bio Inspired Comput. 13 (1) (2019)
Lucas Borges de Moraes, Adriano Fiorese, Rafael Stubs Parpinelli
An Improved Evolutionary Hybrid Method for Cloud Provider Selection. BRACIS (2019)
Gabriel Dominico, Mateus Boiani, Rafael Stubs Parpinelli
Differential Evolution with Cluster-Based External Archive and Local Search for Multimodal Optimization. BRACIS (2019)
Gabriel Dominico, Mateus Boiani, Rafael Stubs Parpinelli
A Self-adaptive Differential Evolution with Local Search Applied to Multimodal Optimization. ISDA (1) (2018)
Lucas Borges de Moraes, Adriano Fiorese, Rafael Stubs Parpinelli
An Evolutive Hybrid Approach to Cloud Computing Provider Selection. CEC (2018)
Guilherme Plichoski, Chidambaram Chidambaram, Rafael Stubs Parpinelli
A Face Recognition Framework for Illumination Compensation Based on Bio-Inspired Algorithms. BRACIS (2018)
Mateus Boiani, Gabriel Dominico, Rafael Stubs Parpinelli
A GPU-Based jDE Algorithm Applied to Continuous Unconstrained Optimization. ISDA (1) (2018)
Vinicius de Figueiredo Marques, Janine Kniess, Rafael Stubs Parpinelli
An Ant Colony-based Mesh Routing Protocol for Maximizing Low Power and Lossy Networks Lifetime. MobiWac (2018)
João Pedro Schmitt, Fabiano Baldo, Rafael Stubs Parpinelli
A MAX-MIN Ant System with Short-Term Memory Applied to the Dynamic and Asymmetric Traveling Salesman Problem. BRACIS (2018)
Lucas Borges de Moraes, Adriano Fiorese, Rafael Stubs Parpinelli
Exploring Evolutive Methods for Cloud Provider Selection Based on Performance Indicators. BRACIS (2018)
Vinicius de Figueiredo Marques, Janine Kniess, Rafael Stubs Parpinelli
An Energy Efficient Mesh LNN Routing Protocol Based on Ant Colony optimization. INDIN (2018)
Guilherme Felippe Plichoski, Chidambaram Chidambaram, Rafael Stubs Parpinelli
An Adjustable Face Recognition System for Illumination Compensation Based on Differential Evolution. CLEI (2018)
Marcelo Petri, Janine Kniess, Rafael Stubs Parpinelli
Resource Scheduling for Mobility Scenarios with Time Constraints. CLEI (2018)
Wesklei Migliorini, Rafael Stubs Parpinelli
Population-based variable neighbourhood search algorithm applied to unconstrained continuous optimisation. Int. J. Bio Inspired Comput. 11 (2) (2018)
Lucas Borges de Moraes, Pedro Cirne, Fernando Matos, Rafael Stubs Parpinelli, Adriano Fiorese
An Efficiency Frontier based Model for Cloud Computing Provider Selection and Ranking. ICEIS (1) (2018)
Pedro Henrique Narloch, Rafael Stubs Parpinelli
The Protein Structure Prediction Problem Approached by a Cascade Differential Evolution Algorithm Using ROSETTA. BRACIS (2017)
Marcelo Petri, Janine Kniess, Rafael Stubs Parpinelli
Scheduling services for MANETs using genetic algorithms. ICNC-FSKD (2017)
Lucas Borges de Moraes, Adriano Fiorese, Rafael Stubs Parpinelli
An Evolutive Scoring Method for Cloud Computing Provider Selection Based on Performance Indicators. MICAI (1) (2017)
Renan Samuel da Silva, Rafael Stubs Parpinelli
Playing the Original Game Boy Tetris Using a Real Coded Genetic Algorithm. BRACIS (2017)
César Manuel Vargas Benítez, Rafael Stubs Parpinelli, Heitor Silvério Lopes
An Ecologically-inspired Parallel Approach Applied to the Protein Structure Reconstruction from Contact Maps. GECCO (Companion) (2016)
Sandro R. L. Menezes, Rafael Stubs Parpinelli
Análise da Qualidade de Diferentes Métricas para Agrupamento de Dados Utilizando Algoritmo Bio-Inspirado e Arquitetura MapReduce [Quality Analysis of Different Metrics for Data Clustering Using Bio-Inspired Algorithm and MapReduce Architecture]. SBSI (2016)
Pedro Henrique Narloch, Rafael Stubs Parpinelli
Diversification Strategies in Differential Evolution Algorithm to Solve the Protein Structure Prediction Problem. ISDA (2016)
Leanderson André, Rafael Stubs Parpinelli
A Pareto-Based Symbiotic Relationships Model for Unconstrained Continuous Optimization. BRACIS (2016)
Sandro Loiola Menezes, Rebeca Schroeder Freitas, Rafael Stubs Parpinelli
Mineração em Grandes Massas de Dados Utilizando Hadoop MapReduce e Algoritmos Bio-inspirados: Uma Revisão Sistemática. RITA 23 (1) (2016)
Leanderson André, Rafael Stubs Parpinelli
The Multiple Knapsack Problem Approached by a Binary Differential Evolution Algorithm with Adaptive Parameters. Polibits 51 (2015)
Rafael Stubs Parpinelli, Heitor Silvério Lopes
A computational ecosystem for optimization: review and perspectives for future research. Memetic Comput. 7 (1) (2015)
Rafael Stubs Parpinelli, Cesar M. V. Benitiez, Jelson Cordeiro, Heitor Silvério Lopes
Protein Folding Problem. J. Multiple Valued Log. Soft Comput. 22 (3) (2014)
Leanderson André, Rafael Stubs Parpinelli
Tutorial Sobre o Uso de Técnicas para Controle de Parâmetros em Algoritmos de Inteligência de Enxame e Computação Evolutiva. RITA 21 (2) (2014)
Leanderson André, Rafael Stubs Parpinelli
A Binary Differential Evolution with Adaptive Parameters Applied to the Multiple Knapsack Problem. MICAI (2) (2014)
Allan Yoshio Hasegawa, Camila Tormena, Rafael Stubs Parpinelli
Bézier Curve Parametrization Using a Multiobjective Evolutionary Algorithm. Int. J. Comput. Sci. Appl. 11 (2) (2014)
Mateus Boiani, Rafael Stubs Parpinelli, Márcio Dorn
A Fitness-Based Migration Policy for Biased Random-Key Genetic Algorithms. EvoApplications@EvoStar (2013)
Rafael Stubs Parpinelli, Heitor Silvério Lopes
An Ecology-Based Evolutionary Algorithm Applied to the 2D-AB Off-Lattice Protein Structure Prediction Problem. BRACIS (2013)
Rafael Stubs Parpinelli, Heitor Silvério Lopes
Population Resizing Using Nonlinear Dynamics in an Ecology-Based Approach. IDEAL (2012)
César Manuel Vargas Benítez, Rafael Stubs Parpinelli, Heitor Silvério Lopes
Parallelism, hybridism and coevolution in a multi-level ABC-GA approach for the protein structure prediction problem. Concurr. Comput. Pract. Exp. 24 (6) (2012)
Rafael Stubs Parpinelli, Heitor Silvério Lopes
An Ecology-Based Heterogeneous Approach for Cooperative Search. SBIA (2012)
Rafael Stubs Parpinelli, Heitor Silvério Lopes
A Hierarchical Clustering Strategy to Improve the Biological Plausibility of an Ecology-Based Evolutionary Algorithm. IBERAMIA (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rafael Stubs Parpinelli