Marcone J. F. Souza

55 papers A 1B 6C 2Journal 34Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
A simheuristic-based algorithm for the stochastic long-term maintenance scheduling problem.
Int. Trans. Oper. Res.
Diego G. Coelho, Marcone J. F. Souza, Luciano Perdigão Cota
2025 J jnl
A MILP formulation and an Iterated Local Search-based algorithm for the grinding ball replacement planning problem.
Comput. Oper. Res.
Daniel L. de Souza, Mário S. Santos, Cássio P. Costa, Marcone J. F. Souza, Luciano Perdigão Cota
2025 — conf
A Solution Procedure for Fixed Mammography Unit Location-Allocation and Mobile Mammography Unit Routing Problems.
ICEIS (1)
Romário dos S. L. de Assis, Marcos V. A. de Campos, Marcone J. F. Souza, Maria A. L. Souza, Eduardo Camargo de Siqueira, Elizabeth F. Wanner, Sérgio Ricardo de Souza
2024 J jnl
A flexible variable neighbourhood search algorithm for different variants of the Electric Vehicle Routing Problem.
Comput. Oper. Res.
André L. S. Souza, Marcella Papini, Puca Huachi Vaz Penna, Marcone J. F. Souza
2023 J jnl
Segmentation of cervical nuclei using convolutional neural network for conventional cytology.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Júlia Beatriz A. Teixeira, Mariana T. Rezende, Débora Nasser Diniz, Cláudia M. Carneiro, Eduardo José da Silva Luz, Marcone J. F. Souza, Daniela M. Ushizima, Fátima N. S. de Medeiros, Andrea Gomes Campos Bianchi
2022 J jnl
A mathematical formulation and an NSGA-II algorithm for minimizing the makespan and energy cost under time-of-use electricity price in an unrelated parallel machine scheduling.
PeerJ Comput. Sci.
Marcelo Ferreira Rego, Júlio Cesar E. M. Pinto, Luciano Perdigão Cota, Marcone J. F. Souza
2022 J jnl
Bi-objective optimization model for the heterogeneous dynamic dial-a-ride problem with no rejects.
Optim. Lett.
André L. S. Souza, Marcella Bernardo, Puca Huachi Vaz Penna, Jürgen Pannek, Marcone J. F. Souza
2022 J jnl
The double traveling salesman problem with partial last-in-first-out loading constraints.
Int. Trans. Oper. Res.
Jonatas B. C. Chagas, Túlio A. M. Toffolo, Marcone J. F. Souza, Manuel Iori
2021 J jnl
A Deep Learning Ensemble Method to Assist Cytopathologists in Pap Test Image Classification.
J. Imaging
Débora Nasser Diniz, Mariana T. Rezende, Andrea G. C. Bianchi, Cláudia M. Carneiro, Eduardo José da Silva Luz, Gladston J. P. Moreira, Daniela M. Ushizima, Fátima N. S. de Medeiros, Marcone J. F. Souza
2021 J jnl
A Novel Hybrid Feature Selection Algorithm for Hierarchical Classification.
IEEE Access
Helen Costa, Fernando E. B. Otero, Luiz H. C. Merschmann, Marcone J. F. Souza
2021 J jnl
A non-dominated sorting based customized random-key genetic algorithm for the bi-objective traveling thief problem.
J. Heuristics
Jonatas B. C. Chagas, Julian Blank, Markus Wagner, Marcone J. F. Souza, Kalyanmoy Deb
2021 J jnl
Bi-criteria formulation for green scheduling with unrelated parallel machines with sequence-dependent setup times.
Int. Trans. Oper. Res.
Luciano Perdigão Cota, Vitor Nazário Coelho, Frederico G. Guimarães, Marcone J. F. Souza
2020 J jnl
A Non-Dominated Sorting Based Customized Random-Key Genetic Algorithm for the Bi-Objective Traveling Thief Problem.
CoRR
Jonatas B. C. Chagas, Julian Blank, Markus Wagner, Marcone J. F. Souza, Kalyanmoy Deb
2020 J jnl
A variable neighborhood search heuristic algorithm for the double vehicle routing problem with multiple stacks.
Int. Trans. Oper. Res.
Jonatas B. C. Chagas, Ulisses Eduardo Ferreira da Silveira, André G. Santos, Marcone J. F. Souza
2020 J jnl
Simheuristic-based decision support system for efficiency improvement of an iron ore crusher circuit.
Eng. Appl. Artif. Intell.
Mário S. Santos, Thomás V. B. Pinto, Ênio Lopes Júnior, Luciano Perdigão Cota, Marcone J. F. Souza, Thiago Antonio M. Euzébio
2019 — conf
A Hybrid Heuristic Algorithm for the Dial-a-Ride Problem.
ICVNS
André Luyde S. Souza, Jonatas B. C. Chagas, Puca Huachi Vaz Penna, Marcone J. F. Souza
2019 — ch.
A Multicriteria View About Judicial and Legislative Decision Making in Digital Cities and Societies.
Smart and Digital Cities
Vitor Nazário Coelho, Thays A. Oliveira, Iara V. O. Figueiredo, Marcone J. F. Souza, Iuri Veloso
2019 — conf
An Iterated Local Search Algorithm for Cell Nuclei Detection from Pap Smear Images.
ICEIS (1)
Débora Nasser Diniz, Marcone J. F. Souza, Cláudia M. Carneiro, Daniela Mayumi Ushizima, Fátima Nelsizeuma Sombra de Medeiros, Paulo H. C. Oliveira, Andrea G. C. Bianchi
2019 — conf
An Iterated Local Search-Based Algorithm to Support Cell Nuclei Detection in Pap Smears Test.
ICEIS (Revised Selected Papers)
Débora Nasser Diniz, Marcone J. F. Souza, Cláudia M. Carneiro, Daniela M. Ushizima, Fátima N. S. de Medeiros, Paulo H. C. Oliveira, Andrea G. C. Bianchi
2019 J jnl
An adaptive multi-objective algorithm based on decomposition and large neighborhood search for a green machine scheduling problem.
Swarm Evol. Comput.
Luciano Perdigão Cota, Frederico G. Guimarães, Roberto G. Ribeiro, Ivan Reinaldo Meneghini, Fernando B. de Oliveira, Marcone J. F. Souza, Patrick Siarry
2019 J jnl
The double traveling salesman problem with partial last-in-first-out loading constraints.
CoRR
Jonatas B. C. Chagas, Túlio A. M. Toffolo, Marcone J. F. Souza, Manuel Iori
2018 — conf
A Late Acceptance Hill-Climbing Heuristic Algorithm for the Double Vehicle Routing Problem with Multiple Stacks and Heterogeneous Demand.
ISDA (1)
André L. S. Souza, Jonatas B. C. Chagas, Puca Huachi Vaz Penna, Marcone J. F. Souza
2018 J jnl
A Multi-objective Variable Neighborhood Search algorithm for solving the Hybrid Flow Shop Problem.
Electron. Notes Discret. Math.
Eduardo Camargo de Siqueira, Marcone J. F. Souza, Sérgio Ricardo de Souza
2018 J jnl
A VNS algorithm for feature selection in hierarchical classification context.
Electron. Notes Discret. Math.
Helen Costa, Leandro Galvão, Luiz H. C. Merschmann, Marcone J. F. Souza
2018 — conf
A Variable Neighborhood Search Algorithm for the Long-term Preventive Maintenance Scheduling Problem.
ICEIS (1)
Roberto D. Aquino, Jonatas B. C. Chagas, Marcone J. F. Souza
2018 J jnl
A hybrid VNS algorithm for solving the multi-level capacitated minimum spanning tree problem.
Electron. Notes Discret. Math.
Jean Carlos Tibúrcio Campos, Alexandre Xavier Martins, Marcone J. F. Souza
2018 J jnl
Algorithms based on VNS for solving the Single Machine Scheduling Problem with Earliness and Tardiness Penalties.
Electron. Notes Discret. Math.
Bruno Ferreira Rosa, Marcone J. F. Souza, Sérgio Ricardo de Souza
2018 J jnl
Learning music time series with a parallel hybrid forecasting model calibrated with Reduced VNS.
Electron. Notes Discret. Math.
Mateus N. Coelho, Vitor Nazário Coelho, Igor Machado Coelho, Bruno N. Coelho, Marcone J. F. Souza
2018 — conf
Less Is More: The Neighborhood Guided Evolution Strategies Convergence on Some Classic Neighborhood Operators.
ICVNS
Vitor Nazário Coelho, Igor Machado Coelho, Nenad Mladenovic, Helena Ramalhinho, Luiz Satoru Ochi, Frederico G. Guimarães, Marcone J. F. Souza
2017 C conf
A Memetic Algorithm for the Network Construction Problem with Due Dates.
ISDA
Jonatas B. C. Chagas, André G. Santos, Marcone J. F. Souza
2017 C conf
A Mixed-Integer Linear Programming Model and a Simulated Annealing Algorithm for the Long-Term Preventive Maintenance Scheduling Problem.
ISDA
Roberto D. Aquino, Jonatas B. C. Chagas, Marcone J. F. Souza
2017 J jnl
A VNS approach for book marketing campaigns generated with quasi-bicliques probabilities.
Electron. Notes Discret. Math.
Thays A. Oliveira, Vitor Nazário Coelho, Helena R. Lourenço, Marcone J. F. Souza, Bruno N. Coelho, Daniel C. Rezende, Igor Machado Coelho
2017 J jnl
EEG time series learning and classification using a hybrid forecasting model calibrated with GVNS.
Electron. Notes Discret. Math.
Vitor Nazário Coelho, Igor Machado Coelho, Bruno N. Coelho, Marcone J. F. Souza, Frederico G. Guimarães, Eduardo José da S. Luz, Alexandre C. Barbosa, Mateus N. Coelho, Guilherme G. Netto, R. C. Costa, Alysson A. Pinto, A. de P. Figueiredo, M. E. V. Elias, D. C. O. G. Filho, Thays A. Oliveira
2017 J jnl
Generic Pareto local search metaheuristic for optimization of targeted offers in a bi-objective direct marketing campaign.
Comput. Oper. Res.
Vitor Nazário Coelho, Thays A. Oliveira, Igor Machado Coelho, Bruno N. Coelho, Peter J. Fleming, Frederico G. Guimarães, Helena Ramalhinho Dias Lourenço, Marcone J. F. Souza, El-Ghazali Talbi, Thibaut Lust
2016 — conf
A hybrid evolutionary probabilistic forecasting model applied for rainfall and wind power forecast.
EAIS
Guilherme G. Netto, Alexandre C. Barbosa, Mateus N. Coelho, Arthur R. L. Miranda, Vitor Nazário Coelho, Marcone J. F. Souza, Frederico G. Guimarães, Agnaldo J. Rocha Reis
2016 B conf
A new irregular spatial cluster detection through multi-objective particle swarm optimization.
CEC
Denis Xavier, Gladston Moreira, Eduardo José da S. Luz, Marcone J. F. Souza
2016 J jnl
An ILS-based algorithm to solve a large-scale real heterogeneous fleet VRP with multi-trips and docking constraints.
Eur. J. Oper. Res.
Vitor Nazário Coelho, Alex Grasas, Helena Ramalhinho Dias Lourenço, Igor Machado Coelho, Marcone J. F. Souza, R. C. Cruz
2016 B conf
An automatic calibration framework applied on a metaheuristic fuzzy model for the CIF competition.
IJCNN
Vitor Nazário Coelho, Igor Machado Coelho, Ivan Reinaldo Meneghini, Marcone J. F. Souza, Frederico G. Guimarães
2016 J jnl
Hybrid Self-Adaptive Evolution Strategies Guided by Neighborhood Structures for Combinatorial Optimization Problems.
Evol. Comput.
Vitor Nazário Coelho, Igor Machado Coelho, Marcone J. F. Souza, Thays A. Oliveira, Luciano Perdigão Cota, Matheus Nohra Haddad, Nenad Mladenovic, Rodrigo C. P. Silva, Frederico G. Guimarães
2015 J jnl
A hybrid variable neighborhood search algorithm for targeted offers in direct marketing.
Electron. Notes Discret. Math.
Thays A. Oliveira, Vitor Nazário Coelho, Marcone J. F. Souza, D. L. T. Boava, F. Boava, Igor Machado Coelho, Bruno N. Coelho
2014 B conf
A heuristic fuzzy algorithm bio-inspired by Evolution Strategies for energy forecasting problems.
FUZZ-IEEE
Vitor Nazário Coelho, Frederico G. Guimarães, Agnaldo J. Rocha Reis, Igor Machado Coelho, Bruno N. Coelho, Marcone J. F. Souza
2014 J jnl
Query join ordering optimization with evolutionary multi-agent systems.
Expert Syst. Appl.
Frederico A. C. A. Gonçalves, Frederico G. Guimarães, Marcone J. F. Souza
2014 — conf
Solving the Unrelated Parallel Machine Scheduling Problem with Setup Times by Efficient Algorithms Based on Iterated Local Search.
ICEIS (Revised Selected Papers)
Matheus Nohra Haddad, Luciano Perdigão Cota, Marcone J. F. Souza, Nelson Maculan
2013 — conf
A Pre-processing Aware RINS Based MIP Heuristic.
Hybrid Metaheuristics
Thiago M. Gomes, Haroldo G. Santos, Marcone J. F. Souza
2013 B conf
An algorithm based on Evolution Strategies for makespan minimization in hybrid flexible flowshop scheduling problems.
IEEE Congress on Evolutionary Computation
Eduardo Camargo de Siqueira, Marcone J. F. Souza, Sérgio Ricardo de Souza, Moacir Felizardo de França Filho, Carolina Gil Marcelino
2013 A conf
An evolutionary multi-agent system for database query optimization.
GECCO
Frederico A. C. A. Gonçalves, Frederico G. Guimarães, Marcone J. F. Souza
2012 J jnl
A SA-VNS approach for the High School Timetabling Problem.
Electron. Notes Discret. Math.
Samuel S. Brito, George H. G. Fonseca, Túlio A. M. Toffolo, Haroldo G. Santos, Marcone J. F. Souza
2012 J jnl
GENVNS-TS-CL-PR: A heuristic approach for solving the vehicle routing problem with simultaneous pickup and delivery.
Electron. Notes Discret. Math.
R. C. Cruz, T. C. B. Silva, Marcone J. F. Souza, Vitor Nazário Coelho, Marcio Tadayuki Mine, Alexandre Xavier Martins
2012 J jnl
Multi-objective approaches for the open-pit mining operational planning problem.
Electron. Notes Discret. Math.
Vitor Nazário Coelho, Marcone J. F. Souza, Igor Machado Coelho, Frederico G. Guimarães, Thibaut Lust, R. C. Cruz
2010 J jnl
A hybrid heuristic algorithm for the open-pit-mining operational planning problem.
Eur. J. Oper. Res.
Marcone J. F. Souza, Igor Machado Coelho, Sabir Ribas, Haroldo G. Santos, Luiz Henrique de Campos Merschmann
2010 B conf
An adaptive genetic algorithm to solve the Single Machine Scheduling Problem with Earliness and Tardiness Penalties.
IEEE Congress on Evolutionary Computation
Fabio Fernandes Ribeiro, Sérgio Ricardo de Souza, Marcone J. F. Souza, Rogério Martins Gomes
2010 B conf
Using an enhanced integer NSGA-II for solving the multiobjective Generalized Assignment Problem.
IEEE Congress on Evolutionary Computation
Robert F. Subtil, Eduardo G. Carrano, Marcone J. F. Souza, Ricardo H. C. Takahashi
2009 J jnl
GRASP with hybrid heuristic-subproblem optimization for the multi-level capacitated minimum spanning tree problem.
J. Heuristics
Alexandre Xavier Martins, Maurício C. de Souza, Marcone J. F. Souza, Túlio A. M. Toffolo
2005 J jnl
A Tabu search heuristic with efficient diversification strategies for the class/teacher timetabling problem.
ACM J. Exp. Algorithmics
Haroldo G. Santos, Luiz Satoru Ochi, Marcone J. F. Souza
2004 — conf
An Efficient Tabu Search Heuristic for the School Timetabling Problem.
WEA
Haroldo G. Santos, Luiz Satoru Ochi, Marcone J. F. Souza